Publications

/Publications
Publications2018-03-20T14:12:06-05:00

Latest Publications

  1. Jing, J, Herlopian, A, Karakis, I, Ng, M, Halford, JJ, Lam, A et al.. Interrater Reliability of Experts in Identifying Interictal Epileptiform Discharges in Electroencephalograms. JAMA Neurol. 2019; :. doi: 10.1001/jamaneurol.2019.3531. PubMed PMID:31633742 PubMed Central PMC6806666.
  2. Jing, J, Sun, H, Kim, JA, Herlopian, A, Karakis, I, Ng, M et al.. Development of Expert-Level Automated Detection of Epileptiform Discharges During Electroencephalogram Interpretation. JAMA Neurol. 2019; :. doi: 10.1001/jamaneurol.2019.3485. PubMed PMID:31633740 PubMed Central PMC6806668.
  3. Zheng, WL, Sun, H, Akeju, O, Westover, MB. Adaptive Sedation Monitoring from EEG in ICU Patients with Online Learning. IEEE Trans Biomed Eng. 2019; :. doi: 10.1109/TBME.2019.2943062. PubMed PMID:31545708 .
  4. Sun, H, Kimchi, E, Akeju, O, Nagaraj, SB, McClain, LM, Zhou, DW et al.. Automated tracking of level of consciousness and delirium in critical illness using deep learning. NPJ Digit Med. 2019;2 :89. doi: 10.1038/s41746-019-0167-0. PubMed PMID:31508499 PubMed Central PMC6733797.
  5. Song, JL, Paixao, L, Li, Q, Li, SH, Zhang, R, Westover, MB et al.. A novel neural computational model of generalized periodic discharges in acute hepatic encephalopathy. J Comput Neurosci. 2019; :. doi: 10.1007/s10827-019-00727-3. PubMed PMID:31506807 .
  6. Kimchi, EY, Neelagiri, A, Whitt, W, Sagi, AR, Ryan, SL, Gadbois, G et al.. Clinical EEG slowing correlates with delirium severity and predicts poor clinical outcomes. Neurology. 2019;93 (13):e1260-e1271. doi: 10.1212/WNL.0000000000008164. PubMed PMID:31467255 .
  7. Amorim, E, van der Stoel, M, Nagaraj, SB, Ghassemi, MM, Jing, J, O'Reilly, UM et al.. Quantitative EEG reactivity and machine learning for prognostication in hypoxic-ischemic brain injury. Clin Neurophysiol. 2019;130 (10):1908-1916. doi: 10.1016/j.clinph.2019.07.014. PubMed PMID:31419742 PubMed Central PMC6751020.
  8. Struck, AF, Rodriguez-Ruiz, AA, Osman, G, Gilmore, EJ, Haider, HA, Dhakar, MB et al.. Comparison of machine learning models for seizure prediction in hospitalized patients. Ann Clin Transl Neurol. 2019;6 (7):1239-1247. doi: 10.1002/acn3.50817. PubMed PMID:31353866 PubMed Central PMC6649418.
  9. Bagheri, E, Jin, J, Dauwels, J, Cash, S, Westover, MB. A fast machine learning approach to facilitate the detection of interictal epileptiform discharges in the scalp electroencephalogram. J. Neurosci. Methods. 2019;326 :108362. doi: 10.1016/j.jneumeth.2019.108362. PubMed PMID:31310822 .
  10. Ghassemi, MM, Amorim, E, Alhanai, T, Lee, JW, Herman, ST, Sivaraju, A et al.. Quantitative Electroencephalogram Trends Predict Recovery in Hypoxic-Ischemic Encephalopathy. Crit. Care Med. 2019;47 (10):1416-1423. doi: 10.1097/CCM.0000000000003840. PubMed PMID:31241498 PubMed Central PMC6746597.
  11. Song, J, Li, Q, Pan, M, Zhang, B, Westover, MB, Zhang, R et al.. Seizure tracking of epileptic EEG using a model-driven approach. J Neural Eng. 2019; :. doi: 10.1088/1741-2552/ab2409. PubMed PMID:31121573 .
  12. Subramaniam, T, Jain, A, Hall, LT, Cole, AJ, Westover, MB, Rosenthal, ES et al.. Lateralized periodic discharges frequency correlates with glucose metabolism. Neurology. 2019;92 (7):e670-e674. doi: 10.1212/WNL.0000000000006903. PubMed PMID:30635488 PubMed Central PMC6382363.
  13. van Leeuwen, KG, Sun, H, Tabaeizadeh, M, Struck, AF, van Putten, MJAM, Westover, MB et al.. Detecting abnormal electroencephalograms using deep convolutional networks. Clin Neurophysiol. 2019;130 (1):77-84. doi: 10.1016/j.clinph.2018.10.012. PubMed PMID:30481649 PubMed Central PMC6309707.
  14. Sun, H, Paixao, L, Oliva, JT, Goparaju, B, Carvalho, DZ, van Leeuwen, KG et al.. Brain age from the electroencephalogram of sleep. Neurobiol. Aging. 2019;74 :112-120. doi: 10.1016/j.neurobiolaging.2018.10.016. PubMed PMID:30448611 PubMed Central PMC6478501.
  15. Biswal, S, Sun, H, Goparaju, B, Westover, MB, Sun, J, Bianchi, MT et al.. Expert-level sleep scoring with deep neural networks. J Am Med Inform Assoc. 2018;25 (12):1643-1650. doi: 10.1093/jamia/ocy131. PubMed PMID:30445569 PubMed Central PMC6289549.
  16. Jing, J, d’Angremont, E, Zafar, S, Rosenthal, ES, Tabaeizadeh, M, Ebrahim, S et al.. Rapid Annotation of Seizures and Interictal-ictal Continuum EEG Patterns. Conf Proc IEEE Eng Med Biol Soc. 2018;2018 :3394-3397. doi: 10.1109/EMBC.2018.8513059. PubMed PMID:30441116 PubMed Central PMC6776236.
  17. Thomas, J, Comoretto, L, Jin, J, Dauwels, J, Cash, SS, Westover, MB et al.. EEG CLassification Via Convolutional Neural Network-Based Interictal Epileptiform Event Detection. Conf Proc IEEE Eng Med Biol Soc. 2018;2018 :3148-3151. doi: 10.1109/EMBC.2018.8512930. PubMed PMID:30441062 PubMed Central PMC6775768.
  18. Song, J, Sun, H, Jing, J, Carlos, L, Chao, L, Cash, SS et al.. A Mean Field Model of Acute Hepatic Encephalopathy. Conf Proc IEEE Eng Med Biol Soc. 2018;2018 :2366-2369. doi: 10.1109/EMBC.2018.8512786. PubMed PMID:30440882 .
  19. An, S, Malhotra, K, Dilley, C, Han-Burgess, E, Valdez, JN, Robertson, J et al.. Predicting drug-resistant epilepsy - A machine learning approach based on administrative claims data. Epilepsy Behav. 2018;89 :118-125. doi: 10.1016/j.yebeh.2018.10.013. PubMed PMID:30412924 PubMed Central PMC6461470.
  20. An, J, Jonnalagadda, D, Moura, V Junior, Purdon, PL, Brown, EN, Westover, MB et al.. Variability in pharmacologically-induced coma for treatment of refractory status epilepticus. PLoS ONE. 2018;13 (10):e0205789. doi: 10.1371/journal.pone.0205789. PubMed PMID:30379935 PubMed Central PMC6209214.
  21. Amorim, E, Ghassemi, MM, Lee, JW, Greer, DM, Kaplan, PW, Cole, AJ et al.. Estimating the False Positive Rate of Absent Somatosensory Evoked Potentials in Cardiac Arrest Prognostication. Crit. Care Med. 2018;46 (12):e1213-e1221. doi: 10.1097/CCM.0000000000003436. PubMed PMID:30247243 PubMed Central PMC6424571.
  22. Osman, G, Rahangdale, R, Britton, JW, Gilmore, EJ, Haider, HA, Hantus, S et al.. Bilateral independent periodic discharges are associated with electrographic seizures and poor outcome: A case-control study. Clin Neurophysiol. 2018;129 (11):2284-2289. doi: 10.1016/j.clinph.2018.07.025. PubMed PMID:30227348 PubMed Central PMC6785981.
  23. Fadayomi, AB, Ibala, R, Bilotta, F, Westover, MB, Akeju, O. A Systematic Review and Meta-Analysis Examining the Impact of Sleep Disturbance on Postoperative Delirium. Crit. Care Med. 2018;46 (12):e1204-e1212. doi: 10.1097/CCM.0000000000003400. PubMed PMID:30222634 PubMed Central PMC6274586.
  24. Amorim, E, Gilmore, EJ, Abend, NS, Hahn, CD, Gaspard, N, Herman, ST et al.. EEG Reactivity Evaluation Practices for Adult and Pediatric Hypoxic-Ischemic Coma Prognostication in North America. J Clin Neurophysiol. 2018;35 (6):510-514. doi: 10.1097/WNP.0000000000000517. PubMed PMID:30216207 PubMed Central PMC6424574.
  25. Zafar, SF, Postma, EN, Biswal, S, Boyle, EJ, Bechek, S, O'Connor, K et al.. Effect of epileptiform abnormality burden on neurologic outcome and antiepileptic drug management after subarachnoid hemorrhage. Clin Neurophysiol. 2018;129 (11):2219-2227. doi: 10.1016/j.clinph.2018.08.015. PubMed PMID:30212805 PubMed Central PMC6478499.
  26. Bao, EL, Chao, LY, Ni, P, Moura, LMVR, Cole, AJ, Cash, SS et al.. Antiepileptic drug treatment after an unprovoked first seizure: A decision analysis. Neurology. 2018;91 (15):e1429-e1439. doi: 10.1212/WNL.0000000000006319. PubMed PMID:30209239 PubMed Central PMC6177278.
  27. Halford, JJ, Westover, MB, LaRoche, SM, Macken, MP, Kutluay, E, Edwards, JC et al.. Interictal Epileptiform Discharge Detection in EEG in Different Practice Settings. J Clin Neurophysiol. 2018;35 (5):375-380. doi: 10.1097/WNP.0000000000000492. PubMed PMID:30028830 PubMed Central PMC6126936.
  28. Nagaraj, SB, McClain, LM, Boyle, EJ, Zhou, DW, Ramaswamy, SM, Biswal, S et al.. Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition. IEEE Trans Biomed Eng. 2018;65 (12):2684-2691. doi: 10.1109/TBME.2018.2813265. PubMed PMID:29993386 PubMed Central PMC6424570.
  29. Herlopian, A, Dietrich, J, Abramson, JS, Cole, AJ, Westover, MB. EEG findings in CAR T-cell therapy-related encephalopathy. Neurology. 2018;91 (5):227-229. doi: 10.1212/WNL.0000000000005910. PubMed PMID:29959264 PubMed Central PMC6093761.
  30. Shenoy, ES, Rosenthal, ES, Shao, YP, Biswal, S, Ghanta, M, Ryan, EE et al.. Real-Time, Automated Detection of Ventilator-Associated Events: Avoiding Missed Detections, Misclassifications, and False Detections Due to Human Error. Infect Control Hosp Epidemiol. 2018;39 (7):826-833. doi: 10.1017/ice.2018.97. PubMed PMID:29769151 PubMed Central PMC6776240.
  31. Husain, AM, Lee, JW, Kolls, BJ, Hirsch, LJ, Halford, JJ, Gupta, PK et al.. Randomized trial of lacosamide versus fosphenytoin for nonconvulsive seizures. Ann. Neurol. 2018;83 (6):1174-1185. doi: 10.1002/ana.25249. PubMed PMID:29733464 PubMed Central PMC6785201.
  32. Shelton, KT, Qu, J, Bilotta, F, Brown, EN, Cudemus, G, D'Alessandro, DA et al.. Minimizing ICU Neurological Dysfunction with Dexmedetomidine-induced Sleep (MINDDS): protocol for a randomised, double-blind, parallel-arm, placebo-controlled trial. BMJ Open. 2018;8 (4):e020316. doi: 10.1136/bmjopen-2017-020316. PubMed PMID:29678977 PubMed Central PMC5914725.
  33. Rosenthal, ES, Biswal, S, Zafar, SF, O'Connor, KL, Bechek, S, Shenoy, AV et al.. Continuous electroencephalography predicts delayed cerebral ischemia after subarachnoid hemorrhage: A prospective study of diagnostic accuracy. Ann. Neurol. 2018;83 (5):958-969. doi: 10.1002/ana.25232. PubMed PMID:29659050 PubMed Central PMC6021198.
  34. Bagheri, E, Jin, J, Dauwels, J, Cash, S, Westover, MB. CLASSIFIER CASCADE TO AID IN DETECTION OF EPILEPTIFORM TRANSIENTS IN INTERICTAL EEG. Proc IEEE Int Conf Acoust Speech Signal Process. 2018;2018 :970-974. doi: 10.1109/ICASSP.2018.8461992. PubMed PMID:31582912 PubMed Central PMC6775762.
  35. Kim, JA, Boyle, EJ, Wu, AC, Cole, AJ, Staley, KJ, Zafar, S et al.. Epileptiform activity in traumatic brain injury predicts post-traumatic epilepsy. Ann. Neurol. 2018;83 (4):858-862. doi: 10.1002/ana.25211. PubMed PMID:29537656 PubMed Central PMC5912971.
  36. Westover, AM, Shapiro, D, Westover, MB, Bianchi, MT. Rule of 100: a litmus test for informationless diagnostic tests. Postgrad Med J. 2018;94 (1112):364-366. doi: 10.1136/postgradmedj-2018-135555. PubMed PMID:29514996 PubMed Central PMC6771257.
  37. Jingzhi An,, Purdon, PL, Solt, K, Sims, NM, Brown, EN, Westover, MB et al.. Design, implementation, and evaluation of a physiological closed-loop control device for medically-induced coma. Conf Proc IEEE Eng Med Biol Soc. 2017;2017 :4313-4316. doi: 10.1109/EMBC.2017.8037810. PubMed PMID:29060851 PubMed Central PMC5835010.
  38. Thomas, J, Jing Jin,, Dauwels, J, Cash, SS, Westover, MB. Automated epileptiform spike detection via affinity propagation-based template matching. Conf Proc IEEE Eng Med Biol Soc. 2017;2017 :3057-3060. doi: 10.1109/EMBC.2017.8037502. PubMed PMID:29060543 PubMed Central PMC5835014.
  39. Struck, AF, Ustun, B, Ruiz, AR, Lee, JW, LaRoche, SM, Hirsch, LJ et al.. Association of an Electroencephalography-Based Risk Score With Seizure Probability in Hospitalized Patients. JAMA Neurol. 2017;74 (12):1419-1424. doi: 10.1001/jamaneurol.2017.2459. PubMed PMID:29052706 PubMed Central PMC5822188.
  40. Sun, H, Jia, J, Goparaju, B, Huang, GB, Sourina, O, Bianchi, MT et al.. Large-Scale Automated Sleep Staging. Sleep. 2017;40 (10):. doi: 10.1093/sleep/zsx139. PubMed PMID:29029305 PubMed Central PMC6251659.
  41. Zafar, SF, Postma, EN, Biswal, S, Fleuren, L, Boyle, EJ, Bechek, S et al.. Electronic Health Data Predict Outcomes After Aneurysmal Subarachnoid Hemorrhage. Neurocrit Care. 2018;28 (2):184-193. doi: 10.1007/s12028-017-0466-8. PubMed PMID:28983801 PubMed Central PMC5886829.
  42. Bianchi, MT, Thomas, RJ, Westover, MB. Response. Sleep Med. 2017;38 :160-161. doi: 10.1016/j.sleep.2017.07.017. PubMed PMID:28843388 .
  43. Bagheri, E, Dauwels, J, Dean, BC, Waters, CG, Westover, MB, Halford, JJ et al.. Interictal epileptiform discharge characteristics underlying expert interrater agreement. Clin Neurophysiol. 2017;128 (10):1994-2005. doi: 10.1016/j.clinph.2017.06.252. PubMed PMID:28837905 PubMed Central PMC5842710.
  44. Struck, AF, Osman, G, Rampal, N, Biswal, S, Legros, B, Hirsch, LJ et al.. Time-dependent risk of seizures in critically ill patients on continuous electroencephalogram. Ann. Neurol. 2017;82 (2):177-185. doi: 10.1002/ana.24985. PubMed PMID:28681492 PubMed Central PMC5842678.
  45. Pati, S, McClain, L, Moura, L, Fan, Y, Westover, MB. Accuracy of Limited-Montage Electroencephalography in Monitoring Postanoxic Comatose Patients. Clin EEG Neurosci. 2017;48 (6):422-427. doi: 10.1177/1550059417715389. PubMed PMID:28641453 PubMed Central PMC5835011.
  46. Westover, MB, Halford, JJ, Bianchi, MT. What it should mean for an algorithm to pass a statistical Turing test for detection of epileptiform discharges. Clin Neurophysiol. 2017;128 (7):1406-1407. doi: 10.1016/j.clinph.2017.02.026. PubMed PMID:28495216 .
  47. Nagaraj, SB, Biswal, S, Boyle, EJ, Zhou, DW, McClain, LM, Bajwa, EK et al.. Patient-Specific Classification of ICU Sedation Levels From Heart Rate Variability. Crit. Care Med. 2017;45 (7):e683-e690. doi: 10.1097/CCM.0000000000002364. PubMed PMID:28441231 PubMed Central PMC5474145.
  48. Romero, K, Goparaju, B, Russo, K, Westover, MB, Bianchi, MT. Alternative remedies for insomnia: a proposed method for personalized therapeutic trials. Nat Sci Sleep. 2017;9 :97-108. doi: 10.2147/NSS.S128095. PubMed PMID:28360539 PubMed Central PMC5364017.
  49. Sinha, N, Dauwels, J, Kaiser, M, Cash, SS, Westover, MB, Wang, Y et al.. Reply: Computer models to inform epilepsy surgery strategies: prediction of postoperative outcome. Brain. 2017;140 (5):e31. doi: 10.1093/brain/awx068. PubMed PMID:28334902 .
  50. Bianchi, MT, Thomas, RJ, Westover, MB. An open request to epidemiologists: please stop querying self-reported sleep duration. Sleep Med. 2017;35 :92-93. doi: 10.1016/j.sleep.2017.02.001. PubMed PMID:28284821 .
  51. Nagaraj, SB, Ramaswamy, SM, Biswal, S, Boyle, EJ, Zhou, DW, Mcclain, LM et al.. Heart rate variability as a biomarker for sedation depth estimation in ICU patients. Conf Proc IEEE Eng Med Biol Soc. 2016;2016 :6397-6400. doi: 10.1109/EMBC.2016.7592192. PubMed PMID:28269712 PubMed Central PMC5478422.
  52. Kim, JA, Rosenthal, ES, Biswal, S, Zafar, S, Shenoy, AV, O'Connor, KL et al.. Epileptiform abnormalities predict delayed cerebral ischemia in subarachnoid hemorrhage. Clin Neurophysiol. 2017;128 (6):1091-1099. doi: 10.1016/j.clinph.2017.01.016. PubMed PMID:28258936 PubMed Central PMC5476529.
  53. Moura, LM, Carneiro, TS, Kwasnik, D, Moura, VF Junior, Blodgett, CS, Cohen, J et al.. cEEG electrode-related pressure ulcers in acutely hospitalized patients. Neurol Clin Pract. 2017;7 (1):15-25. doi: 10.1212/CPJ.0000000000000312. PubMed PMID:28243502 PubMed Central PMC5310208.
  54. Bianchi, MT, Russo, K, Gabbidon, H, Smith, T, Goparaju, B, Westover, MB et al.. Big data in sleep medicine: prospects and pitfalls in phenotyping. Nat Sci Sleep. 2017;9 :11-29. doi: 10.2147/NSS.S130141. PubMed PMID:28243157 PubMed Central PMC5317347.
  55. Rebergen, DJ, Nagaraj, SB, Rosenthal, ES, Bianchi, MT, van Putten, MJAM, Westover, MB et al.. ADARRI: a novel method to detect spurious R-peaks in the electrocardiogram for heart rate variability analysis in the intensive care unit. J Clin Monit Comput. 2018;32 (1):53-61. doi: 10.1007/s10877-017-9999-9. PubMed PMID:28210934 PubMed Central PMC5559344.
  56. Moura, LM, Westover, MB, Kwasnik, D, Cole, AJ, Hsu, J. Causal inference as an emerging statistical approach in neurology: an example for epilepsy in the elderly. Clin Epidemiol. 2017;9 :9-18. doi: 10.2147/CLEP.S121023. PubMed PMID:28115873 PubMed Central PMC5221551.
  57. Bargiela, D, Bianchi, MT, Westover, MB, Chibnik, LB, Healy, BC, De Jager, PL et al.. Selection of first-line therapy in multiple sclerosis using risk-benefit decision analysis. Neurology. 2017;88 (7):677-684. doi: 10.1212/WNL.0000000000003612. PubMed PMID:28087821 PubMed Central PMC5317380.
  58. Amorim, E, Williamson, CA, Moura, LMVR, Shafi, MM, Gaspard, N, Rosenthal, ES et al.. Performance of Spectrogram-Based Seizure Identification of Adult EEGs by Critical Care Nurses and Neurophysiologists. J Clin Neurophysiol. 2017;34 (4):359-364. doi: 10.1097/WNP.0000000000000368. PubMed PMID:27930420 PubMed Central PMC5482787.
  59. Alvarez, V, Lee, JW, Westover, MB, Drislane, FW, Novy, J, Faouzi, M et al.. Therapeutic coma for status epilepticus: Differing practices in a prospective multicenter study. Neurology. 2016;87 (16):1650-1659. doi: 10.1212/WNL.0000000000003224. PubMed PMID:27664985 PubMed Central PMC5085074.
  60. Kempfle, JS, BuSaba, NY, Dobrowski, JM, Westover, MB, Bianchi, MT. A cost-effectiveness analysis of nasal surgery to increase continuous positive airway pressure adherence in sleep apnea patients with nasal obstruction. Laryngoscope. 2017;127 (4):977-983. doi: 10.1002/lary.26257. PubMed PMID:27653626 PubMed Central PMC5483184.
  61. Amorim, E, Rittenberger, JC, Zheng, JJ, Westover, MB, Baldwin, ME, Callaway, CW et al.. Continuous EEG monitoring enhances multimodal outcome prediction in hypoxic-ischemic brain injury. Resuscitation. 2016;109 :121-126. doi: 10.1016/j.resuscitation.2016.08.012. PubMed PMID:27554945 PubMed Central PMC5124407.
  62. Haider, HA, Esteller, R, Hahn, CD, Westover, MB, Halford, JJ, Lee, JW et al.. Sensitivity of quantitative EEG for seizure identification in the intensive care unit. Neurology. 2016;87 (9):935-44. doi: 10.1212/WNL.0000000000003034. PubMed PMID:27466474 PubMed Central PMC5035158.
  63. Hotan, GC, Struck, AF, Bianchi, MT, Eskandar, EN, Cole, AJ, Westover, MB et al.. Decision analysis of intracranial monitoring in non-lesional epilepsy. Seizure. 2016;40 :59-70. doi: 10.1016/j.seizure.2016.06.010. PubMed PMID:27348062 PubMed Central PMC4967015.
  64. Hartings, JA, Shuttleworth, CW, Kirov, SA, Ayata, C, Hinzman, JM, Foreman, B et al.. The continuum of spreading depolarizations in acute cortical lesion development: Examining Leão's legacy. J. Cereb. Blood Flow Metab. 2017;37 (5):1571-1594. doi: 10.1177/0271678X16654495. PubMed PMID:27328690 PubMed Central PMC5435288.
  65. Dreier, JP, Fabricius, M, Ayata, C, Sakowitz, OW, Shuttleworth, CW, Dohmen, C et al.. Recording, analysis, and interpretation of spreading depolarizations in neurointensive care: Review and recommendations of the COSBID research group. J. Cereb. Blood Flow Metab. 2017;37 (5):1595-1625. doi: 10.1177/0271678X16654496. PubMed PMID:27317657 PubMed Central PMC5435289.
  66. Zafar, SF, Westover, MB, Gaspard, N, Gilmore, EJ, Foreman, BP, OʼConnor, KL et al.. Interrater Agreement for Consensus Definitions of Delayed Ischemic Events After Aneurysmal Subarachnoid Hemorrhage. J Clin Neurophysiol. 2016;33 (3):235-40. doi: 10.1097/WNP.0000000000000276. PubMed PMID:27258447 PubMed Central PMC4894325.
  67. Wickering, E, Gaspard, N, Zafar, S, Moura, VJ, Biswal, S, Bechek, S et al.. Automation of Classical QEEG Trending Methods for Early Detection of Delayed Cerebral Ischemia: More Work to Do. J Clin Neurophysiol. 2016;33 (3):227-34. doi: 10.1097/WNP.0000000000000278. PubMed PMID:27258446 PubMed Central PMC4894333.
  68. Muniz, CF, Shenoy, AV, OʼConnor, KL, Bechek, SC, Boyle, EJ, Guanci, MM et al.. Clinical Development and Implementation of an Institutional Guideline for Prospective EEG Monitoring and Reporting of Delayed Cerebral Ischemia. J Clin Neurophysiol. 2016;33 (3):217-26. doi: 10.1097/WNP.0000000000000281. PubMed PMID:27258445 PubMed Central PMC4907266.
  69. Westover, MB, Gaspard, N. Not a Simple Plumbing Problem: Updating Our Understanding of Delayed Cerebral Ischemia in Aneurysmal Subarachnoid Hemorrhage. J Clin Neurophysiol. 2016;33 (3):171-3. doi: 10.1097/WNP.0000000000000269. PubMed PMID:27258439 PubMed Central PMC4894327.
  70. Struck, AF, Westover, MB, Hall, LT, Deck, GM, Cole, AJ, Rosenthal, ES et al.. Metabolic Correlates of the Ictal-Interictal Continuum: FDG-PET During Continuous EEG. Neurocrit Care. 2016;24 (3):324-31. doi: 10.1007/s12028-016-0245-y. PubMed PMID:27169855 PubMed Central PMC5478419.
  71. Nagaraj, SB, McClain, LM, Zhou, DW, Biswal, S, Rosenthal, ES, Purdon, PL et al.. Automatic Classification of Sedation Levels in ICU Patients Using Heart Rate Variability. Crit. Care Med. 2016;44 (9):e782-9. doi: 10.1097/CCM.0000000000001708. PubMed PMID:27035240 PubMed Central PMC4987179.
  72. Fürbass, F, Herta, J, Koren, J, Westover, MB, Hartmann, MM, Gruber, A et al.. Monitoring burst suppression in critically ill patients: Multi-centric evaluation of a novel method. Clin Neurophysiol. 2016;127 (4):2038-46. doi: 10.1016/j.clinph.2016.02.001. PubMed PMID:26971487 PubMed Central PMC4879619.
  73. Jing, J, Dauwels, J, Rakthanmanon, T, Keogh, E, Cash, SS, Westover, MB et al.. Rapid annotation of interictal epileptiform discharges via template matching under Dynamic Time Warping. J. Neurosci. Methods. 2016;274 :179-190. doi: 10.1016/j.jneumeth.2016.02.025. PubMed PMID:26944098 PubMed Central PMC5519352.
  74. Lee, JW, LaRoche, S, Choi, H, Rodriguez Ruiz, AA, Fertig, E, Politsky, JM et al.. Development and Feasibility Testing of a Critical Care EEG Monitoring Database for Standardized Clinical Reporting and Multicenter Collaborative Research. J Clin Neurophysiol. 2016;33 (2):133-40. doi: 10.1097/WNP.0000000000000230. PubMed PMID:26943901 PubMed Central PMC4878836.
  75. Johansen, AR, Jin, J, Maszczyk, T, Dauwels, J, Cash, SS, Westover, MB et al.. EPILEPTIFORM SPIKE DETECTION VIA CONVOLUTIONAL NEURAL NETWORKS. Proc IEEE Int Conf Acoust Speech Signal Process. 2016;2016 :754-758. doi: 10.1109/ICASSP.2016.7471776. PubMed PMID:29527131 PubMed Central PMC5842703.
  76. Thomas, J, Jin, J, Dauwels, J, Cash, SS, Westover, MB. CLUSTERING OF INTERICTAL SPIKES BY DYNAMIC TIME WARPING AND AFFINITY PROPAGATION. Proc IEEE Int Conf Acoust Speech Signal Process. 2016;2016 :749-753. doi: 10.1109/ICASSP.2016.7471775. PubMed PMID:29527130 PubMed Central PMC5842698.
  77. Bagheri, E, Jin, J, Dauwels, J, Cash, S, Westover, MB. FAST AND EFFICIENT REJECTION OF BACKGROUND WAVEFORMS IN INTERICTAL EEG. Proc IEEE Int Conf Acoust Speech Signal Process. 2016;2016 :744-748. doi: 10.1109/ICASSP.2016.7471774. PubMed PMID:29507536 PubMed Central PMC5835012.
  78. Nelson, S, Edlow, BL, Wu, O, Rosenthal, ES, Westover, MB, Rordorf, G et al.. Default Mode Network Perfusion in Aneurysmal Subarachnoid Hemorrhage. Neurocrit Care. 2016;25 (2):237-42. doi: 10.1007/s12028-016-0244-z. PubMed PMID:26800697 PubMed Central PMC4958026.
  79. An, J, Jonnalagadda, D, Moura, V, Purdon, PL, Brown, EN, Westover, MB et al.. Spatial variation in automated burst suppression detection in pharmacologically induced coma. Conf Proc IEEE Eng Med Biol Soc. 2015;2015 :7430-3. doi: 10.1109/EMBC.2015.7320109. PubMed PMID:26738009 PubMed Central PMC4876722.
  80. Zhou, DW, Westover, MB, McClain, LM, Nagaraj, SB, Bajwa, EK, Quraishi, SA et al.. Clustering analysis to identify distinct spectral components of encephalogram burst suppression in critically ill patients. Conf Proc IEEE Eng Med Biol Soc. 2015;2015 :7258-61. doi: 10.1109/EMBC.2015.7320067. PubMed PMID:26737967 PubMed Central PMC4870011.
  81. Biswal, S, Nip, Z, Moura Junior, V, Bianchi, MT, Rosenthal, ES, Westover, MB et al.. Automated information extraction from free-text EEG reports. Conf Proc IEEE Eng Med Biol Soc. 2015;2015 :6804-7. doi: 10.1109/EMBC.2015.7319956. PubMed PMID:26737856 PubMed Central PMC4872711.
  82. Ghassemi, MM, Amorim, E, Pati, SB, Mark, RG, Brown, EN, Purdon, PL et al.. An enhanced cerebral recovery index for coma prognostication following cardiac arrest. Conf Proc IEEE Eng Med Biol Soc. 2015;2015 :534-7. doi: 10.1109/EMBC.2015.7318417. PubMed PMID:26736317 PubMed Central PMC4870018.
  83. Moro, M, Westover, MB, Kelly, J, Bianchi, MT. Decision Modeling in Sleep Apnea: The Critical Roles of Pretest Probability, Cost of Untreated Obstructive Sleep Apnea, and Time Horizon. J Clin Sleep Med. 2016;12 (3):409-18. doi: 10.5664/jcsm.5596. PubMed PMID:26518699 PubMed Central PMC4773629.
  84. Ustun, B, Westover, MB, Rudin, C, Bianchi, MT. Clinical Prediction Models for Sleep Apnea: The Importance of Medical History over Symptoms. J Clin Sleep Med. 2016;12 (2):161-8. doi: 10.5664/jcsm.5476. PubMed PMID:26350602 PubMed Central PMC4751423.
  85. Struck, AF, Cole, AJ, Cash, SS, Westover, MB. The number of seizures needed in the EMU. Epilepsia. 2015;56 (11):1753-9. doi: 10.1111/epi.13090. PubMed PMID:26222350 PubMed Central PMC4877132.
  86. Struck, AF, Westover, MB. Variability in clinical assessment of neuroimaging in temporal lobe epilepsy. Seizure. 2015;30 :132-5. doi: 10.1016/j.seizure.2015.06.011. PubMed PMID:26216698 PubMed Central PMC4887849.
  87. Hermans, MC, Westover, MB, van Putten, MJAM, Hirsch, LJ, Gaspard, N. Quantification of EEG reactivity in comatose patients. Clin Neurophysiol. 2016;127 (1):571-580. doi: 10.1016/j.clinph.2015.06.024. PubMed PMID:26183757 PubMed Central PMC4885124.
  88. Akeju, O, Pavone, KJ, Thum, JA, Firth, PG, Westover, MB, Puglia, M et al.. Age-dependency of sevoflurane-induced electroencephalogram dynamics in children. Br J Anaesth. 2015;115 Suppl 1 :i66-i76. doi: 10.1093/bja/aev114. PubMed PMID:26174303 PubMed Central PMC4501917.
  89. Auriel, E, Westover, MB, Bianchi, MT, Reijmer, Y, Martinez-Ramirez, S, Ni, J et al.. Estimating Total Cerebral Microinfarct Burden From Diffusion-Weighted Imaging. Stroke. 2015;46 (8):2129-35. doi: 10.1161/STROKEAHA.115.009208. PubMed PMID:26159796 PubMed Central PMC4519384.
  90. Alvarez, V, Lee, JW, Drislane, FW, Westover, MB, Novy, J, Dworetzky, BA et al.. Practice variability and efficacy of clonazepam, lorazepam, and midazolam in status epilepticus: A multicenter comparison. Epilepsia. 2015;56 (8):1275-85. doi: 10.1111/epi.13056. PubMed PMID:26140660 PubMed Central PMC4877129.
  91. Westover, MB, Kim, SE, Ching, S, Purdon, PL, Brown, EN. Robust control of burst suppression for medical coma. J Neural Eng. 2015;12 (4):046004. doi: 10.1088/1741-2560/12/4/046004. PubMed PMID:26020243 PubMed Central PMC4517835.
  92. O'Rourke, D, Chen, PM, Gaspard, N, Foreman, B, McClain, L, Karakis, I et al.. Response Rates to Anticonvulsant Trials in Patients with Triphasic-Wave EEG Patterns of Uncertain Significance. Neurocrit Care. 2016;24 (2):233-9. doi: 10.1007/s12028-015-0151-8. PubMed PMID:26013921 PubMed Central PMC4870012.
  93. Alvarez, V, Drislane, FW, Westover, MB, Dworetzky, BA, Lee, JW. Characteristics and role in outcome prediction of continuous EEG after status epilepticus: A prospective observational cohort. Epilepsia. 2015;56 (6):933-41. doi: 10.1111/epi.12996. PubMed PMID:25953195 PubMed Central PMC4878827.
  94. Shafi, MM, Vernet, M, Klooster, D, Chu, CJ, Boric, K, Barnard, ME et al.. Physiological consequences of abnormal connectivity in a developmental epilepsy. Ann. Neurol. 2015;77 (3):487-503. doi: 10.1002/ana.24343. PubMed PMID:25858773 PubMed Central PMC4394240.
  95. Dranias, MR, Westover, MB, Cash, S, VanDongen, AM. Stimulus information stored in lasting active and hidden network states is destroyed by network bursts. Front Integr Neurosci. 2015;9 :14. doi: 10.3389/fnint.2015.00014. PubMed PMID:25755638 PubMed Central PMC4337383.
  96. Ng, MC, Westover, MB, Cole, AJ. Treating seizures in Creutzfeldt-Jakob disease. Epilepsy Behav Case Rep. 2014;2 :75-9. doi: 10.1016/j.ebcr.2014.01.004. PubMed PMID:25667875 PubMed Central PMC4308028.
  97. Kheder, A, Bianchi, MT, Westover, MB. Burst suppression in sleep in a routine outpatient EEG. Epilepsy Behav Case Rep. 2014;2 :71-4. doi: 10.1016/j.ebcr.2014.01.003. PubMed PMID:25667874 PubMed Central PMC4308090.
  98. Westover, MB, Ching, S, Kumaraswamy, VM, Akeju, SO, Pierce, E, Cash, SS et al.. The human burst suppression electroencephalogram of deep hypothermia. Clin Neurophysiol. 2015;126 (10):1901-1914. doi: 10.1016/j.clinph.2014.12.022. PubMed PMID:25649968 PubMed Central PMC4504839.
  99. Jing Jin,, Dauwels, J, Cash, S, Westover, MB. SpikeGUI: software for rapid interictal discharge annotation via template matching and online machine learning. Conf Proc IEEE Eng Med Biol Soc. 2014;2014 :4435-8. doi: 10.1109/EMBC.2014.6944608. PubMed PMID:25570976 PubMed Central PMC4416962.
  100. Kenny, JD, Westover, MB, Ching, S, Brown, EN, Solt, K. Propofol and sevoflurane induce distinct burst suppression patterns in rats. Front Syst Neurosci. 2014;8 :237. doi: 10.3389/fnsys.2014.00237. PubMed PMID:25565990 PubMed Central PMC4270179.
  101. Ng, MC, Gaspard, N, Cole, AJ, Hoch, DB, Cash, SS, Bianchi, M et al.. The standardization debate: A conflation trap in critical care electroencephalography. Seizure. 2015;24 :52-8. doi: 10.1016/j.seizure.2014.09.017. PubMed PMID:25457454 PubMed Central PMC4465375.
  102. Alvarez, V, Westover, MB, Drislane, FW, Dworetzky, BA, Curley, D, Lee, JW et al.. Evaluation of a clinical tool for early etiology identification in status epilepticus. Epilepsia. 2014;55 (12):2059-2068. doi: 10.1111/epi.12852. PubMed PMID:25385281 PubMed Central PMC4870016.
  103. Akama-Garren, EH, Bianchi, MT, Leveroni, C, Cole, AJ, Cash, SS, Westover, MB et al.. Weighing the value of memory loss in the surgical evaluation of left temporal lobe epilepsy: a decision analysis. Epilepsia. 2014;55 (11):1844-53. doi: 10.1111/epi.12790. PubMed PMID:25244498 PubMed Central PMC4877127.
  104. Akeju, O, Westover, MB, Pavone, KJ, Sampson, AL, Hartnack, KE, Brown, EN et al.. Effects of sevoflurane and propofol on frontal electroencephalogram power and coherence. Anesthesiology. 2014;121 (5):990-8. doi: 10.1097/ALN.0000000000000436. PubMed PMID:25233374 PubMed Central PMC4206606.
  105. Bai, Z, Huang, GB, Wang, D, Wang, H, Westover, MB. Sparse extreme learning machine for classification. IEEE Trans Cybern. 2014;44 (10):1858-70. doi: 10.1109/TCYB.2014.2298235. PubMed PMID:25222727 PubMed Central PMC4883115.
  106. Akeju, O, Pavone, KJ, Westover, MB, Vazquez, R, Prerau, MJ, Harrell, PG et al.. A comparison of propofol- and dexmedetomidine-induced electroencephalogram dynamics using spectral and coherence analysis. Anesthesiology. 2014;121 (5):978-89. doi: 10.1097/ALN.0000000000000419. PubMed PMID:25187999 PubMed Central PMC4304638.
  107. Berkowitz, AL, Westover, MB, Bianchi, MT, Chou, SH. Aspirin for secondary prevention after stroke of unknown etiology in resource-limited settings. Neurology. 2014;83 (11):1004-11. doi: 10.1212/WNL.0000000000000779. PubMed PMID:25122202 PubMed Central PMC4162302.
  108. Bianchi, MT, Hershman, S, Bahadoran, M, Ferguson, M, Westover, MB. The challenge of undiagnosed sleep apnea in low-risk populations: a decision analysis. Mil Med. 2014;179 (8 Suppl):47-54. doi: 10.7205/MILMED-D-13-00483. PubMed PMID:25102549 PubMed Central PMC6788752.
  109. Westover, MB, Shafi, MM, Bianchi, MT, Moura, LM, O'Rourke, D, Rosenthal, ES et al.. The probability of seizures during EEG monitoring in critically ill adults. Clin Neurophysiol. 2015;126 (3):463-71. doi: 10.1016/j.clinph.2014.05.037. PubMed PMID:25082090 PubMed Central PMC4289643.
  110. Berkowitz, AL, Westover, MB, Bianchi, MT, Chou, SH. Aspirin for acute stroke of unknown etiology in resource-limited settings: a decision analysis. Neurology. 2014;83 (9):787-93. doi: 10.1212/WNL.0000000000000730. PubMed PMID:25056582 PubMed Central PMC4155044.
  111. de Gusmäo, CM, Berkowitz, AL, Hung, AY, Westover, MB. Cerebrospinal fluid shunt-induced chorea: case report and review of the literature on shunt-related movement disorders. Pract Neurol. 2015;15 (1):42-4. doi: 10.1136/practneurol-2014-000913. PubMed PMID:24997172 PubMed Central PMC4870013.
  112. Bianchi, MT, Lipoma, T, Darling, C, Alameddine, Y, Westover, MB. Automated sleep apnea quantification based on respiratory movement. Int J Med Sci. 2014;11 (8):796-802. doi: 10.7150/ijms.9303. PubMed PMID:24936142 PubMed Central PMC4057486.
  113. Gaspard, N, Hirsch, LJ, LaRoche, SM, Hahn, CD, Westover, MB, Critical Care EEG Monitoring Research Consortium et al.. Interrater agreement for Critical Care EEG Terminology. Epilepsia. 2014;55 (9):1366-73. doi: 10.1111/epi.12653. PubMed PMID:24888711 PubMed Central PMC4879939.
  114. Moura, LM, Shafi, MM, Ng, M, Pati, S, Cash, SS, Cole, AJ et al.. Spectrogram screening of adult EEGs is sensitive and efficient. Neurology. 2014;83 (1):56-64. doi: 10.1212/WNL.0000000000000537. PubMed PMID:24857926 PubMed Central PMC4114174.
  115. Eiseman, NA, Bianchi, MT, Westover, MB. The information theoretic perspective on medical diagnostic inference. Hosp Pract (1995). 2014;42 (2):125-38. doi: 10.3810/hp.2014.04.1110. PubMed PMID:24769791 .
  116. Bianchi, MT, Westover, MB. Insomnia and morning motor vehicle accidents: a decision analysis of the risk of hypnotics versus the risk of untreated insomnia. J Clin Psychopharmacol. 2014;34 (3):400-2. doi: 10.1097/JCP.0000000000000134. PubMed PMID:24743722 PubMed Central PMC6794095.
  117. O'Connor, KL, Westover, MB, Phillips, MT, Iftimia, NA, Buckley, DA, Ogilvy, CS et al.. High risk for seizures following subarachnoid hemorrhage regardless of referral bias. Neurocrit Care. 2014;21 (3):476-82. doi: 10.1007/s12028-014-9974-y. PubMed PMID:24723663 PubMed Central PMC4878846.
  118. Westover, MB, Ching, S, Shafi, MM, Cash, SS, Brown, EN. Real-time segmentation and tracking of brain metabolic state in ICU EEG recordings of burst suppression. Conf Proc IEEE Eng Med Biol Soc. 2013;2013 :7108-11. doi: 10.1109/EMBC.2013.6611196. PubMed PMID:24111383 PubMed Central PMC3939432.
  119. Williamson, CA, Wahlster, S, Shafi, MM, Westover, MB. Sensitivity of compressed spectral arrays for detecting seizures in acutely ill adults. Neurocrit Care. 2014;20 (1):32-9. doi: 10.1007/s12028-013-9912-4. PubMed PMID:24052456 PubMed Central PMC6794096.
  120. Ching, S, Liberman, MY, Chemali, JJ, Westover, MB, Kenny, JD, Solt, K et al.. Real-time closed-loop control in a rodent model of medically induced coma using burst suppression. Anesthesiology. 2013;119 (4):848-60. doi: 10.1097/ALN.0b013e31829d4ab4. PubMed PMID:23770601 PubMed Central PMC3857134.
  121. Westover, MB, Bianchi, MT, Shafi, M, Hoch, DB, Cole, AJ, Chiappa, K et al.. Inferring seizure frequency from brief EEG recordings. J Clin Neurophysiol. 2013;30 (2):174-7. doi: 10.1097/WNP.0b013e3182767c35. PubMed PMID:23545768 PubMed Central PMC3616271.
  122. Westover, MB, Bianchi, MT, Yang, C, Schneider, JA, Greenberg, SM. Estimating cerebral microinfarct burden from autopsy samples. Neurology. 2013;80 (15):1365-9. doi: 10.1212/WNL.0b013e31828c2f52. PubMed PMID:23486880 PubMed Central PMC3662273.
  123. Westover, MB, Eiseman, NA, Cash, SS, Bianchi, MT. Information theoretic quantification of diagnostic uncertainty. Open Med Inform J. 2012;6 :36-50. doi: 10.2174/1874431101206010036. PubMed PMID:23304251 PubMed Central PMC3537080.
  124. Eiseman, NA, Westover, MB, Ellenbogen, JM, Bianchi, MT. The impact of body posture and sleep stages on sleep apnea severity in adults. J Clin Sleep Med. 2012;8 (6):655-66A. doi: 10.5664/jcsm.2258. PubMed PMID:23243399 PubMed Central PMC3501662.
  125. Ferguson, M, Bianchi, MT, Sutter, R, Rosenthal, ES, Cash, SS, Kaplan, PW et al.. Calculating the risk benefit equation for aggressive treatment of non-convulsive status epilepticus. Neurocrit Care. 2013;18 (2):216-27. doi: 10.1007/s12028-012-9785-y. PubMed PMID:23065689 PubMed Central PMC3767472.
  126. Shafi, MM, Westover, MB, Cole, AJ, Kilbride, RD, Hoch, DB, Cash, SS et al.. Absence of early epileptiform abnormalities predicts lack of seizures on continuous EEG. Neurology. 2012;79 (17):1796-801. doi: 10.1212/WNL.0b013e3182703fbc. PubMed PMID:23054233 PubMed Central PMC3475619.
  127. Srinivasan, P, Westover, MB, Bianchi, MT. Propagation of uncertainty in Bayesian diagnostic test interpretation. South. Med. J. 2012;105 (9):452-9. doi: 10.1097/SMJ.0b013e3182621a2c. PubMed PMID:22948322 PubMed Central PMC6785978.
  128. Westover, MB, Eiseman, NA, Bianchi, MT. Should risky treatments be reserved for secondary prevention? Theoretical considerations regarding risk-benefit tradeoffs. J Clin Epidemiol. 2012;65 (8):877-86. doi: 10.1016/j.jclinepi.2012.02.011. PubMed PMID:22640567 PubMed Central PMC6794097.
  129. Shafi, MM, Westover, MB, Fox, MD, Pascual-Leone, A. Exploration and modulation of brain network interactions with noninvasive brain stimulation in combination with neuroimaging. Eur. J. Neurosci. 2012;35 (6):805-25. doi: 10.1111/j.1460-9568.2012.08035.x. PubMed PMID:22429242 PubMed Central PMC3313459.
  130. Chu, CJ, Kramer, MA, Pathmanathan, J, Bianchi, MT, Westover, MB, Wizon, L et al.. Emergence of stable functional networks in long-term human electroencephalography. J. Neurosci. 2012;32 (8):2703-13. doi: 10.1523/JNEUROSCI.5669-11.2012. PubMed PMID:22357854 PubMed Central PMC3361717.
  131. Westover, KD, Westover, MB, Winer, EP, Richardson, AL, Iglehart, JD, Punglia, RS et al.. Should a sentinel node biopsy be performed in patients with high-risk breast cancer?. Int J Breast Cancer. 2011;2011 :973245. doi: 10.4061/2011/973245. PubMed PMID:22295240 PubMed Central PMC3262582.
  132. Westover, MB, Cormier, J, Bianchi, MT, Shafi, M, Kilbride, R, Cole, AJ et al.. Revising the "Rule of Three" for inferring seizure freedom. Epilepsia. 2012;53 (2):368-76. doi: 10.1111/j.1528-1167.2011.03355.x. PubMed PMID:22191711 PubMed Central PMC3267849.
  133. Westover, MB, Cohen, AB. Reversible vasoconstriction syndrome with bilateral basal ganglia hemorrhages. J Neuroimaging. 2013;23 (1):122-5. doi: 10.1111/j.1552-6569.2011.00645.x. PubMed PMID:21899647 PubMed Central PMC6788746.
  134. Eiseman, NA, Westover, MB, Mietus, JE, Thomas, RJ, Bianchi, MT. Classification algorithms for predicting sleepiness and sleep apnea severity. J Sleep Res. 2012;21 (1):101-12. doi: 10.1111/j.1365-2869.2011.00935.x. PubMed PMID:21752133 PubMed Central PMC3698244.
  135. Westover, MB, Westover, KD, Bianchi, MT. Significance testing as perverse probabilistic reasoning. BMC Med. 2011;9 :20. doi: 10.1186/1741-7015-9-20. PubMed PMID:21356064 PubMed Central PMC3058025.
  136. Westover, MB, Bianchi, MT, Eckman, MH, Greenberg, SM. Statin use following intracerebral hemorrhage: a decision analysis. Arch. Neurol. 2011;68 (5):573-9. doi: 10.1001/archneurol.2010.356. PubMed PMID:21220650 PubMed Central PMC3158138.
  137. Thakur, KT, Westover, MB. Cerebral infarction due to smoker's polycythemia. BMJ Case Rep. 2011;2011 :. doi: 10.1136/bcr.08.2011.4714. PubMed PMID:22675101 PubMed Central PMC3207785.
  138. Chu-Shore, J, Westover, MB, Bianchi, MT. Power law versus exponential state transition dynamics: application to sleep-wake architecture. PLoS ONE. 2010;5 (12):e14204. doi: 10.1371/journal.pone.0014204. PubMed PMID:21151998 PubMed Central PMC2996311.
  139. Zhang, WJ, Westover, MB, Keary, CJ. Premortem diagnosis of sporadic Creutzfeldt-Jakob disease aided by positron-emission tomography imaging. AJNR Am J Neuroradiol. 2011;32 (1):E18. doi: 10.3174/ajnr.A2292. PubMed PMID:21071534 PubMed Central PMC6788750.
  140. Woeltje, KF, Butler, AM, Goris, AJ, Tutlam, NT, Doherty, JA, Westover, MB et al.. Automated surveillance for central line-associated bloodstream infection in intensive care units. Infect Control Hosp Epidemiol. 2008;29 (9):842-6. doi: 10.1086/590261. PubMed PMID:18713052 PubMed Central PMC6788749.
  141. Westover, MB. Asymptotic Geometry of Multiple Hypothesis Testing. IEEE Trans Inf Theory. 2008;54 (7):3327-3329. doi: 10.1109/TIT.2008.924656. PubMed PMID:31607755 PubMed Central PMC6788803.
  142. Eliasmith, C, Westover, MB, Anderson, CH. A general framework for neurobiological modeling: an application to the vestibular system. Neurocomputing. 2002;44-46 :1071-6. doi: 10.1016/s0925-2312(02)00418-6. PubMed PMID:12744262 PubMed Central PMC6788744.
Search PubMed
  1. Halgren, M, Ulbert, I, Bastuji, H, Fabó, D, Erőss, L, Rey, M et al.. The generation and propagation of the human alpha rhythm. Proc. Natl. Acad. Sci. U.S.A. 2019; :. doi: 10.1073/pnas.1913092116. PubMed PMID:31685634 .
  2. Lainscsek, C, Gonzalez, CE, Sampson, AL, Cash, SS, Sejnowski, TJ. Causality detection in cortical seizure dynamics using cross-dynamical delay differential analysis. Chaos. 2019;29 (10):101103. doi: 10.1063/1.5126125. PubMed PMID:31675829 PubMed Central PMC6783296.
  3. Jing, J, Herlopian, A, Karakis, I, Ng, M, Halford, JJ, Lam, A et al.. Interrater Reliability of Experts in Identifying Interictal Epileptiform Discharges in Electroencephalograms. JAMA Neurol. 2019; :. doi: 10.1001/jamaneurol.2019.3531. PubMed PMID:31633742 PubMed Central PMC6806666.
  4. Jing, J, Sun, H, Kim, JA, Herlopian, A, Karakis, I, Ng, M et al.. Development of Expert-Level Automated Detection of Epileptiform Discharges During Electroencephalogram Interpretation. JAMA Neurol. 2019; :. doi: 10.1001/jamaneurol.2019.3485. PubMed PMID:31633740 PubMed Central PMC6806668.
  5. Nadalin, JK, Martinet, LE, Blackwood, EB, Lo, MC, Widge, AS, Cash, SS et al.. A statistical framework to assess cross-frequency coupling while accounting for confounding analysis effects. Elife. 2019;8 :. doi: 10.7554/eLife.44287. PubMed PMID:31617848 PubMed Central PMC6821458.
  6. Lam, AD, Cole, AJ, Cash, SS. New Approaches to Studying Silent Mesial Temporal Lobe Seizures in Alzheimer's Disease. Front Neurol. 2019;10 :959. doi: 10.3389/fneur.2019.00959. PubMed PMID:31551916 PubMed Central PMC6737997.
  7. Herlopian, A, Cash, SS, Eskandar, EM, Jennings, T, Cole, AJ. Responsive neurostimulation targeting anterior thalamic nucleus in generalized epilepsy. Ann Clin Transl Neurol. 2019;6 (10):2104-2109. doi: 10.1002/acn3.50858. PubMed PMID:31508904 PubMed Central PMC6801174.
  8. Bick, SK, Patel, SR, Katnani, HA, Peled, N, Widge, A, Cash, SS et al.. Caudate stimulation enhances learning. Brain. 2019;142 (10):2930-2937. doi: 10.1093/brain/awz254. PubMed PMID:31504220 .
  9. Amorim, E, van der Stoel, M, Nagaraj, SB, Ghassemi, MM, Jing, J, O'Reilly, UM et al.. Quantitative EEG reactivity and machine learning for prognostication in hypoxic-ischemic brain injury. Clin Neurophysiol. 2019;130 (10):1908-1916. doi: 10.1016/j.clinph.2019.07.014. PubMed PMID:31419742 PubMed Central PMC6751020.
  10. Provenza, NR, Paulk, AC, Peled, N, Restrepo, MI, Cash, SS, Dougherty, DD et al.. Decoding task engagement from distributed network electrophysiology in humans. J Neural Eng. 2019;16 (5):056015. doi: 10.1088/1741-2552/ab2c58. PubMed PMID:31419211 PubMed Central PMC6765221.
  11. Ganji, M, Paulk, AC, Yang, JC, Vahidi, NW, Lee, SH, Liu, R et al.. Selective Formation of Porous Pt Nanorods for Highly Electrochemically Efficient Neural Electrode Interfaces. Nano Lett. 2019;19 (9):6244-6254. doi: 10.1021/acs.nanolett.9b02296. PubMed PMID:31369283 .
  12. Yousefi, A, Basu, I, Paulk, AC, Peled, N, Eskandar, EN, Dougherty, DD et al.. Decoding Hidden Cognitive States From Behavior and Physiology Using a Bayesian Approach. Neural Comput. 2019;31 (9):1751-1788. doi: 10.1162/neco_a_01196. PubMed PMID:31335292 .
  13. Proix, T, Aghagolzadeh, M, Madsen, JR, Cosgrove, R, Eskandar, E, Hochberg, LR et al.. Intracortical neural activity distal to seizure-onset-areas predicts human focal seizures. PLoS ONE. 2019;14 (7):e0211847. doi: 10.1371/journal.pone.0211847. PubMed PMID:31329587 PubMed Central PMC6645464.
  14. Ghassemi, MM, Amorim, E, Alhanai, T, Lee, JW, Herman, ST, Sivaraju, A et al.. Quantitative Electroencephalogram Trends Predict Recovery in Hypoxic-Ischemic Encephalopathy. Crit. Care Med. 2019;47 (10):1416-1423. doi: 10.1097/CCM.0000000000003840. PubMed PMID:31241498 PubMed Central PMC6746597.
  15. Park, YS, Cosgrove, R, Madsen, JR, Eskandar, EN, Hochberg, LR, Cash, SS et al.. Early Detection of Human Epileptic Seizures Based on Intracortical Microelectrode Array Signals. IEEE Trans Biomed Eng. 2019; :. doi: 10.1109/TBME.2019.2921448. PubMed PMID:31180831 .
  16. Das, A, Sexton, D, Lainscsek, C, Cash, SS, Sejnowski, TJ. Characterizing Brain Connectivity From Human Electrocorticography Recordings With Unobserved Inputs During Epileptic Seizures. Neural Comput. 2019;31 (7):1271-1326. doi: 10.1162/neco_a_01205. PubMed PMID:31113298 .
  17. Widge, AS, Zorowitz, S, Basu, I, Paulk, AC, Cash, SS, Eskandar, EN et al.. Deep brain stimulation of the internal capsule enhances human cognitive control and prefrontal cortex function. Nat Commun. 2019;10 (1):1536. doi: 10.1038/s41467-019-09557-4. PubMed PMID:30948727 PubMed Central PMC6449385.
  18. Basu, I, Robertson, MM, Crocker, B, Peled, N, Farnes, K, Vallejo-Lopez, DI et al.. Consistent linear and non-linear responses to invasive electrical brain stimulation across individuals and primate species with implanted electrodes. Brain Stimul. ;12 (4):877-892. doi: 10.1016/j.brs.2019.03.007. PubMed PMID:30904423 PubMed Central PMC6752738.
  19. Milekovic, T, Bacher, D, Sarma, AA, Simeral, JD, Saab, J, Pandarinath, C et al.. Volitional control of single-electrode high gamma local field potentials by people with paralysis. J. Neurophysiol. 2019;121 (4):1428-1450. doi: 10.1152/jn.00131.2018. PubMed PMID:30785814 PubMed Central PMC6485734.
  20. Sampson, AL, Lainscsek, C, Gonzalez, CE, Ulbert, I, Devinsky, O, Fabó, D et al.. Delay differential analysis for dynamical sleep spindle detection. J. Neurosci. Methods. 2019;316 :12-21. doi: 10.1016/j.jneumeth.2019.01.009. PubMed PMID:30707917 PubMed Central PMC6447286.
  21. Vargas-Irwin, CE, Feldman, JM, King, B, Simeral, JD, Sorice, BL, Oakley, EM et al.. Watch, Imagine, Attempt: Motor Cortex Single-Unit Activity Reveals Context-Dependent Movement Encoding in Humans With Tetraplegia. Front Hum Neurosci. 2018;12 :450. doi: 10.3389/fnhum.2018.00450. PubMed PMID:30524258 PubMed Central PMC6262367.
  22. Sun, H, Paixao, L, Oliva, JT, Goparaju, B, Carvalho, DZ, van Leeuwen, KG et al.. Brain age from the electroencephalogram of sleep. Neurobiol. Aging. 2019;74 :112-120. doi: 10.1016/j.neurobiolaging.2018.10.016. PubMed PMID:30448611 PubMed Central PMC6478501.
  23. Thomas, J, Comoretto, L, Jin, J, Dauwels, J, Cash, SS, Westover, MB et al.. EEG CLassification Via Convolutional Neural Network-Based Interictal Epileptiform Event Detection. Conf Proc IEEE Eng Med Biol Soc. 2018;2018 :3148-3151. doi: 10.1109/EMBC.2018.8512930. PubMed PMID:30441062 PubMed Central PMC6775768.
  24. Song, J, Sun, H, Jing, J, Carlos, L, Chao, L, Cash, SS et al.. A Mean Field Model of Acute Hepatic Encephalopathy. Conf Proc IEEE Eng Med Biol Soc. 2018;2018 :2366-2369. doi: 10.1109/EMBC.2018.8512786. PubMed PMID:30440882 .
  25. Beaulieu-Laroche, L, Toloza, EHS, van der Goes, MS, Lafourcade, M, Barnagian, D, Williams, ZM et al.. Enhanced Dendritic Compartmentalization in Human Cortical Neurons. Cell. 2018;175 (3):643-651.e14. doi: 10.1016/j.cell.2018.08.045. PubMed PMID:30340039 PubMed Central PMC6197488.
  26. Amorim, E, Ghassemi, MM, Lee, JW, Greer, DM, Kaplan, PW, Cole, AJ et al.. Estimating the False Positive Rate of Absent Somatosensory Evoked Potentials in Cardiac Arrest Prognostication. Crit. Care Med. 2018;46 (12):e1213-e1221. doi: 10.1097/CCM.0000000000003436. PubMed PMID:30247243 PubMed Central PMC6424571.
  27. Gonzalez, CE, Mak-McCully, RA, Rosen, BQ, Cash, SS, Chauvel, PY, Bastuji, H et al.. Theta Bursts Precede, and Spindles Follow, Cortical and Thalamic Downstates in Human NREM Sleep. J. Neurosci. 2018;38 (46):9989-10001. doi: 10.1523/JNEUROSCI.0476-18.2018. PubMed PMID:30242045 PubMed Central PMC6234298.
  28. Amorim, E, Gilmore, EJ, Abend, NS, Hahn, CD, Gaspard, N, Herman, ST et al.. EEG Reactivity Evaluation Practices for Adult and Pediatric Hypoxic-Ischemic Coma Prognostication in North America. J Clin Neurophysiol. 2018;35 (6):510-514. doi: 10.1097/WNP.0000000000000517. PubMed PMID:30216207 PubMed Central PMC6424574.
  29. Basu, I, Crocker, B, Farnes, K, Robertson, MM, Paulk, AC, Vallejo, DI et al.. A neural mass model to predict electrical stimulation evoked responses in human and non-human primate brain. J Neural Eng. 2018;15 (6):066012. doi: 10.1088/1741-2552/aae136. PubMed PMID:30211694 PubMed Central PMC6757338.
  30. Bao, EL, Chao, LY, Ni, P, Moura, LMVR, Cole, AJ, Cash, SS et al.. Antiepileptic drug treatment after an unprovoked first seizure: A decision analysis. Neurology. 2018;91 (15):e1429-e1439. doi: 10.1212/WNL.0000000000006319. PubMed PMID:30209239 PubMed Central PMC6177278.
  31. Lewis, LD, Piantoni, G, Peterfreund, RA, Eskandar, EN, Harrell, PG, Akeju, O et al.. A transient cortical state with sleep-like sensory responses precedes emergence from general anesthesia in humans. Elife. 2018;7 :. doi: 10.7554/eLife.33250. PubMed PMID:30095069 PubMed Central PMC6086660.
  32. Spencer, E, Martinet, LE, Eskandar, EN, Chu, CJ, Kolaczyk, ED, Cash, SS et al.. A procedure to increase the power of Granger-causal analysis through temporal smoothing. J. Neurosci. Methods. 2018;308 :48-61. doi: 10.1016/j.jneumeth.2018.07.010. PubMed PMID:30031776 PubMed Central PMC6200653.
  33. Krishnan, GP, Rosen, BQ, Chen, JY, Muller, L, Sejnowski, TJ, Cash, SS et al.. Thalamocortical and intracortical laminar connectivity determines sleep spindle properties. PLoS Comput. Biol. 2018;14 (6):e1006171. doi: 10.1371/journal.pcbi.1006171. PubMed PMID:29949575 PubMed Central PMC6039052.
  34. Naftulin, JS, Ahmed, OJ, Piantoni, G, Eichenlaub, JB, Martinet, LE, Kramer, MA et al.. Ictal and preictal power changes outside of the seizure focus correlate with seizure generalization. Epilepsia. 2018;59 (7):1398-1409. doi: 10.1111/epi.14449. PubMed PMID:29897628 PubMed Central PMC6031475.
  35. Chatelle, C, Spencer, CA, Cash, SS, Hochberg, LR, Edlow, BL. Feasibility of an EEG-based brain-computer interface in the intensive care unit. Clin Neurophysiol. 2018;129 (8):1519-1525. doi: 10.1016/j.clinph.2018.04.747. PubMed PMID:29804044 PubMed Central PMC6045427.
  36. Brown, R, Lam, AD, Gonzalez-Sulser, A, Ying, A, Jones, M, Chou, RC et al.. Circadian and Brain State Modulation of Network Hyperexcitability in Alzheimer's Disease. eNeuro. ;5 (2):. doi: 10.1523/ENEURO.0426-17.2018. PubMed PMID:29780880 PubMed Central PMC5956746.
  37. Milekovic, T, Sarma, AA, Bacher, D, Simeral, JD, Saab, J, Pandarinath, C et al.. Stable long-term BCI-enabled communication in ALS and locked-in syndrome using LFP signals. J. Neurophysiol. 2018;120 (1):343-360. doi: 10.1152/jn.00493.2017. PubMed PMID:29694279 PubMed Central PMC6093965.
  38. Rosenthal, ES, Biswal, S, Zafar, SF, O'Connor, KL, Bechek, S, Shenoy, AV et al.. Continuous electroencephalography predicts delayed cerebral ischemia after subarachnoid hemorrhage: A prospective study of diagnostic accuracy. Ann. Neurol. 2018;83 (5):958-969. doi: 10.1002/ana.25232. PubMed PMID:29659050 PubMed Central PMC6021198.
  39. Kim, JA, Boyle, EJ, Wu, AC, Cole, AJ, Staley, KJ, Zafar, S et al.. Epileptiform activity in traumatic brain injury predicts post-traumatic epilepsy. Ann. Neurol. 2018;83 (4):858-862. doi: 10.1002/ana.25211. PubMed PMID:29537656 PubMed Central PMC5912971.
  40. Hagler, DJ Jr, Ulbert, I, Wittner, L, Erőss, L, Madsen, JR, Devinsky, O et al.. Heterogeneous Origins of Human Sleep Spindles in Different Cortical Layers. J. Neurosci. 2018;38 (12):3013-3025. doi: 10.1523/JNEUROSCI.2241-17.2018. PubMed PMID:29449429 PubMed Central PMC5864151.
  41. Halgren, M, Fabó, D, Ulbert, I, Madsen, JR, Erőss, L, Doyle, WK et al.. Superficial Slow Rhythms Integrate Cortical Processing in Humans. Sci Rep. 2018;8 (1):2055. doi: 10.1038/s41598-018-20662-0. PubMed PMID:29391596 PubMed Central PMC5794750.
  42. Brandman, DM, Hosman, T, Saab, J, Burkhart, MC, Shanahan, BE, Ciancibello, JG et al.. Rapid calibration of an intracortical brain-computer interface for people with tetraplegia. J Neural Eng. 2018;15 (2):026007. doi: 10.1088/1741-2552/aa9ee7. PubMed PMID:29363625 PubMed Central PMC5823702.
  43. Jiang, X, Shamie, I, K Doyle, W, Friedman, D, Dugan, P, Devinsky, O et al.. Replay of large-scale spatio-temporal patterns from waking during subsequent NREM sleep in human cortex. Sci Rep. 2017;7 (1):17380. doi: 10.1038/s41598-017-17469-w. PubMed PMID:29234075 PubMed Central PMC5727134.
  44. Thomas, J, Jing Jin,, Dauwels, J, Cash, SS, Westover, MB. Automated epileptiform spike detection via affinity propagation-based template matching. Conf Proc IEEE Eng Med Biol Soc. 2017;2017 :3057-3060. doi: 10.1109/EMBC.2017.8037502. PubMed PMID:29060543 PubMed Central PMC5835014.
  45. Lainscsek, C, Weyhenmeyer, J, Cash, SS, Sejnowski, TJ. Delay Differential Analysis of Seizures in Multichannel Electrocorticography Data. Neural Comput. 2017;29 (12):3181-3218. doi: 10.1162/neco_a_01009. PubMed PMID:28777720 .
  46. Lam, AD, Maus, D, Zafar, SF, Cole, AJ, Cash, SS. SCOPE-mTL: A non-invasive tool for identifying and lateralizing mesial temporal lobe seizures prior to scalp EEG ictal onset. Clin Neurophysiol. 2017;128 (9):1647-1655. doi: 10.1016/j.clinph.2017.06.040. PubMed PMID:28732342 PubMed Central PMC5564454.
  47. Nelson, MJ, El Karoui, I, Giber, K, Yang, X, Cohen, L, Koopman, H et al.. Neurophysiological dynamics of phrase-structure building during sentence processing. Proc. Natl. Acad. Sci. U.S.A. 2017;114 (18):E3669-E3678. doi: 10.1073/pnas.1701590114. PubMed PMID:28416691 PubMed Central PMC5422821.
  48. Geller, EB, Skarpaas, TL, Gross, RE, Goodman, RR, Barkley, GL, Bazil, CW et al.. Brain-responsive neurostimulation in patients with medically intractable mesial temporal lobe epilepsy. Epilepsia. 2017;58 (6):994-1004. doi: 10.1111/epi.13740. PubMed PMID:28398014 .
  49. Jobst, BC, Kapur, R, Barkley, GL, Bazil, CW, Berg, MJ, Bergey, GK et al.. Brain-responsive neurostimulation in patients with medically intractable seizures arising from eloquent and other neocortical areas. Epilepsia. 2017;58 (6):1005-1014. doi: 10.1111/epi.13739. PubMed PMID:28387951 .
  50. Martinet, LE, Fiddyment, G, Madsen, JR, Eskandar, EN, Truccolo, W, Eden, UT et al.. Human seizures couple across spatial scales through travelling wave dynamics. Nat Commun. 2017;8 :14896. doi: 10.1038/ncomms14896. PubMed PMID:28374740 PubMed Central PMC5382286.
  51. McKenzie, ED, Lim, AS, Leung, EC, Cole, AJ, Lam, AD, Eloyan, A et al.. Validation of a smartphone-based EEG among people with epilepsy: A prospective study. Sci Rep. 2017;7 :45567. doi: 10.1038/srep45567. PubMed PMID:28367974 PubMed Central PMC5377373.
  52. Sinha, N, Dauwels, J, Kaiser, M, Cash, SS, Westover, MB, Wang, Y et al.. Reply: Computer models to inform epilepsy surgery strategies: prediction of postoperative outcome. Brain. 2017;140 (5):e31. doi: 10.1093/brain/awx068. PubMed PMID:28334902 .
  53. Jarosiewicz, B, Sarma, AA, Saab, J, Franco, B, Cash, SS, Eskandar, EN et al.. Retrospectively supervised click decoder calibration for self-calibrating point-and-click brain-computer interfaces. J. Physiol. Paris. 2016;110 (4 Pt A):382-391. doi: 10.1016/j.jphysparis.2017.03.001. PubMed PMID:28286237 PubMed Central PMC5591042.
  54. Brandman, DM, Cash, SS, Hochberg, LR. Review: Human Intracortical Recording and Neural Decoding for Brain-Computer Interfaces. IEEE Trans Neural Syst Rehabil Eng. 2017;25 (10):1687-1696. doi: 10.1109/TNSRE.2017.2677443. PubMed PMID:28278476 PubMed Central PMC5815832.
  55. Aghagolzadeh, M, Hochberg, LR, Cash, SS, Truccolo, W. Predicting seizures from local field potentials recorded via intracortical microelectrode arrays. Conf Proc IEEE Eng Med Biol Soc. 2016;2016 :6353-6356. doi: 10.1109/EMBC.2016.7592181. PubMed PMID:28269702 PubMed Central PMC6094384.
  56. Sarma, AA, Crocker, B, Cash, SS, Truccolo, W. A modular, closed-loop platform for intracranial stimulation in people with neurological disorders. Conf Proc IEEE Eng Med Biol Soc. 2016;2016 :3139-3142. doi: 10.1109/EMBC.2016.7591394. PubMed PMID:28268973 PubMed Central PMC6089506.
  57. Kim, JA, Rosenthal, ES, Biswal, S, Zafar, S, Shenoy, AV, O'Connor, KL et al.. Epileptiform abnormalities predict delayed cerebral ischemia in subarachnoid hemorrhage. Clin Neurophysiol. 2017;128 (6):1091-1099. doi: 10.1016/j.clinph.2017.01.016. PubMed PMID:28258936 PubMed Central PMC5476529.
  58. Vijayan, S, Lepage, KQ, Kopell, NJ, Cash, SS. Frontal beta-theta network during REM sleep. Elife. 2017;6 :. doi: 10.7554/eLife.18894. PubMed PMID:28121613 PubMed Central PMC5266493.
  59. Das, A, Sampson, AL, Lainscsek, C, Muller, L, Lin, W, Doyle, JC et al.. Interpretation of the Precision Matrix and Its Application in Estimating Sparse Brain Connectivity during Sleep Spindles from Human Electrocorticography Recordings. Neural Comput. 2017;29 (3):603-642. doi: 10.1162/NECO_a_00936. PubMed PMID:28095202 PubMed Central PMC5424817.
  60. Teleńczuk, B, Dehghani, N, Le Van Quyen, M, Cash, SS, Halgren, E, Hatsopoulos, NG et al.. Local field potentials primarily reflect inhibitory neuron activity in human and monkey cortex. Sci Rep. 2017;7 :40211. doi: 10.1038/srep40211. PubMed PMID:28074856 PubMed Central PMC5225490.
  61. Sinha, N, Dauwels, J, Kaiser, M, Cash, SS, Brandon Westover, M, Wang, Y et al.. Predicting neurosurgical outcomes in focal epilepsy patients using computational modelling. Brain. 2017;140 (2):319-332. doi: 10.1093/brain/aww299. PubMed PMID:28011454 PubMed Central PMC5278304.
  62. LaPlante, RA, Tang, W, Peled, N, Vallejo, DI, Borzello, M, Dougherty, DD et al.. The interactive electrode localization utility: software for automatic sorting and labeling of intracranial subdural electrodes. Int J Comput Assist Radiol Surg. 2017;12 (10):1829-1837. doi: 10.1007/s11548-016-1504-2. PubMed PMID:27915398 PubMed Central PMC5777932.
  63. Muller, L, Piantoni, G, Koller, D, Cash, SS, Halgren, E, Sejnowski, TJ et al.. Rotating waves during human sleep spindles organize global patterns of activity that repeat precisely through the night. Elife. 2016;5 :. doi: 10.7554/eLife.17267. PubMed PMID:27855061 PubMed Central PMC5114016.
  64. Krishnan, GP, Chauvette, S, Shamie, I, Soltani, S, Timofeev, I, Cash, SS et al.. Cellular and neurochemical basis of sleep stages in the thalamocortical network. Elife. 2016;5 :. doi: 10.7554/eLife.18607. PubMed PMID:27849520 PubMed Central PMC5111887.
  65. Piantoni, G, Halgren, E, Cash, SS. Spatiotemporal characteristics of sleep spindles depend on cortical location. Neuroimage. 2017;146 :236-245. doi: 10.1016/j.neuroimage.2016.11.010. PubMed PMID:27840241 PubMed Central PMC5321858.
  66. Dykstra, AR, Halgren, E, Gutschalk, A, Eskandar, EN, Cash, SS. Neural Correlates of Auditory Perceptual Awareness and Release from Informational Masking Recorded Directly from Human Cortex: A Case Study. Front Neurosci. 2016;10 :472. doi: 10.3389/fnins.2016.00472. PubMed PMID:27812318 PubMed Central PMC5071374.
  67. Moura, LM, Eskandar, EN, Hassan, M, Salinas, J, Cole, AJ, Hoch, DB et al.. Anterior temporal lobectomy for older adults with mesial temporal sclerosis. Epilepsy Res. 2016;127 :358-365. doi: 10.1016/j.eplepsyres.2016.09.021. PubMed PMID:27760412 .
  68. Widge, AS, Ellard, KK, Paulk, AC, Basu, I, Yousefi, A, Zorowitz, S et al.. Treating refractory mental illness with closed-loop brain stimulation: Progress towards a patient-specific transdiagnostic approach. Exp. Neurol. 2017;287 (Pt 4):461-472. doi: 10.1016/j.expneurol.2016.07.021. PubMed PMID:27485972 .
  69. Lam, AD, Zepeda, R, Cole, AJ, Cash, SS. Widespread changes in network activity allow non-invasive detection of mesial temporal lobe seizures. Brain. 2016;139 (Pt 10):2679-2693. doi: 10.1093/brain/aww198. PubMed PMID:27474219 PubMed Central PMC5035820.
  70. Brizzi, K, Deki, S, Tshering, L, Clark, SJ, Nirola, DK, Patenaude, BN et al.. Knowledge, attitudes and practices regarding epilepsy in the Kingdom of Bhutan. Int Health. 2016;8 (4):286-91. doi: 10.1093/inthealth/ihw017. PubMed PMID:27160683 .
  71. Piantoni, G, Halgren, E, Cash, SS. The Contribution of Thalamocortical Core and Matrix Pathways to Sleep Spindles. Neural Plast. 2016;2016 :3024342. doi: 10.1155/2016/3024342. PubMed PMID:27144033 PubMed Central PMC4842069.
  72. McKenzie, ED, Nirola, DK, Deki, S, Tshering, L, Patenaude, B, Clark, SJ et al.. Medication prescribing and patient-reported outcome measures in people with epilepsy in Bhutan. Epilepsy Behav. 2016;59 :122-7. doi: 10.1016/j.yebeh.2016.03.035. PubMed PMID:27131914 .
  73. Do Valle, BG, Cash, SS, Sodini, CG. Low-Power, 8-Channel EEG Recorder and Seizure Detector ASIC for a Subdermal Implantable System. IEEE Trans Biomed Circuits Syst. 2016;10 (6):1058-1067. doi: 10.1109/TBCAS.2016.2517039. PubMed PMID:27116750 .
  74. Dehghani, N, Peyrache, A, Telenczuk, B, Le Van Quyen, M, Halgren, E, Cash, SS et al.. Dynamic Balance of Excitation and Inhibition in Human and Monkey Neocortex. Sci Rep. 2016;6 :23176. doi: 10.1038/srep23176. PubMed PMID:26980663 PubMed Central PMC4793223.
  75. Jing, J, Dauwels, J, Rakthanmanon, T, Keogh, E, Cash, SS, Westover, MB et al.. Rapid annotation of interictal epileptiform discharges via template matching under Dynamic Time Warping. J. Neurosci. Methods. 2016;274 :179-190. doi: 10.1016/j.jneumeth.2016.02.025. PubMed PMID:26944098 PubMed Central PMC5519352.
  76. Johansen, AR, Jin, J, Maszczyk, T, Dauwels, J, Cash, SS, Westover, MB et al.. EPILEPTIFORM SPIKE DETECTION VIA CONVOLUTIONAL NEURAL NETWORKS. Proc IEEE Int Conf Acoust Speech Signal Process. 2016;2016 :754-758. doi: 10.1109/ICASSP.2016.7471776. PubMed PMID:29527131 PubMed Central PMC5842703.
  77. Thomas, J, Jin, J, Dauwels, J, Cash, SS, Westover, MB. CLUSTERING OF INTERICTAL SPIKES BY DYNAMIC TIME WARPING AND AFFINITY PROPAGATION. Proc IEEE Int Conf Acoust Speech Signal Process. 2016;2016 :749-753. doi: 10.1109/ICASSP.2016.7471775. PubMed PMID:29527130 PubMed Central PMC5842698.
  78. Smith, EH, Banks, GP, Mikell, CB, Cash, SS, Patel, SR, Eskandar, EN et al.. Frequency-Dependent Representation of Reinforcement-Related Information in the Human Medial and Lateral Prefrontal Cortex. J. Neurosci. 2015;35 (48):15827-36. doi: 10.1523/JNEUROSCI.1864-15.2015. PubMed PMID:26631465 PubMed Central PMC4666912.
  79. Jarosiewicz, B, Sarma, AA, Bacher, D, Masse, NY, Simeral, JD, Sorice, B et al.. Virtual typing by people with tetraplegia using a self-calibrating intracortical brain-computer interface. Sci Transl Med. 2015;7 (313):313ra179. doi: 10.1126/scitranslmed.aac7328. PubMed PMID:26560357 PubMed Central PMC4765319.
  80. Mak-McCully, RA, Rosen, BQ, Rolland, M, Régis, J, Bartolomei, F, Rey, M et al.. Distribution, Amplitude, Incidence, Co-Occurrence, and Propagation of Human K-Complexes in Focal Transcortical Recordings. eNeuro. ;2 (4):. doi: 10.1523/ENEURO.0028-15.2015. PubMed PMID:26465003 PubMed Central PMC4596022.
  81. Kimchi, EY, Cash, SS. Seizures at the scale of individual neurons. Brain. 2015;138 (Pt 10):2807-8. doi: 10.1093/brain/awv264. PubMed PMID:26408654 .
  82. Naftulin, JS, Kimchi, EY, Cash, SS. Streamlined, Inexpensive 3D Printing of the Brain and Skull. PLoS ONE. 2015;10 (8):e0136198. doi: 10.1371/journal.pone.0136198. PubMed PMID:26295459 PubMed Central PMC4546422.
  83. Wagner, FB, Eskandar, EN, Cosgrove, GR, Madsen, JR, Blum, AS, Potter, NS et al.. Microscale spatiotemporal dynamics during neocortical propagation of human focal seizures. Neuroimage. 2015;122 :114-30. doi: 10.1016/j.neuroimage.2015.08.019. PubMed PMID:26279211 PubMed Central PMC4618174.
  84. Struck, AF, Cole, AJ, Cash, SS, Westover, MB. The number of seizures needed in the EMU. Epilepsia. 2015;56 (11):1753-9. doi: 10.1111/epi.13090. PubMed PMID:26222350 PubMed Central PMC4877132.
  85. Martinet, LE, Ahmed, OJ, Lepage, KQ, Cash, SS, Kramer, MA. Slow Spatial Recruitment of Neocortex during Secondarily Generalized Seizures and Its Relation to Surgical Outcome. J. Neurosci. 2015;35 (25):9477-90. doi: 10.1523/JNEUROSCI.0049-15.2015. PubMed PMID:26109670 PubMed Central PMC4478258.
  86. Cash, SS, Hochberg, LR. The emergence of single neurons in clinical neurology. Neuron. 2015;86 (1):79-91. doi: 10.1016/j.neuron.2015.03.058. PubMed PMID:25856488 PubMed Central PMC4427516.
  87. Halgren, E, Kaestner, E, Marinkovic, K, Cash, SS, Wang, C, Schomer, DL et al.. Laminar profile of spontaneous and evoked theta: Rhythmic modulation of cortical processing during word integration. Neuropsychologia. 2015;76 :108-24. doi: 10.1016/j.neuropsychologia.2015.03.021. PubMed PMID:25801916 PubMed Central PMC4575841.
  88. González-Ramírez, LR, Ahmed, OJ, Cash, SS, Wayne, CE, Kramer, MA. A biologically constrained, mathematical model of cortical wave propagation preceding seizure termination. PLoS Comput. Biol. 2015;11 (2):e1004065. doi: 10.1371/journal.pcbi.1004065. PubMed PMID:25689136 PubMed Central PMC4331426.
  89. Masse, NY, Jarosiewicz, B, Simeral, JD, Bacher, D, Stavisky, SD, Cash, SS et al.. Reprint of "Non-causal spike filtering improves decoding of movement intention for intracortical BCIs". J. Neurosci. Methods. 2015;244 :94-103. doi: 10.1016/j.jneumeth.2015.02.001. PubMed PMID:25681017 PubMed Central PMC4430555.
  90. Westover, MB, Ching, S, Kumaraswamy, VM, Akeju, SO, Pierce, E, Cash, SS et al.. The human burst suppression electroencephalogram of deep hypothermia. Clin Neurophysiol. 2015;126 (10):1901-1914. doi: 10.1016/j.clinph.2014.12.022. PubMed PMID:25649968 PubMed Central PMC4504839.
  91. Bergey, GK, Morrell, MJ, Mizrahi, EM, Goldman, A, King-Stephens, D, Nair, D et al.. Long-term treatment with responsive brain stimulation in adults with refractory partial seizures. Neurology. 2015;84 (8):810-7. doi: 10.1212/WNL.0000000000001280. PubMed PMID:25616485 PubMed Central PMC4339127.
  92. Do Valle, BG, Cash, SS, Sodini, CG. Wireless behind-the-ear EEG recording device with wireless interface to a mobile device (iPhone/iPod touch). Conf Proc IEEE Eng Med Biol Soc. 2014;2014 :5952-5. doi: 10.1109/EMBC.2014.6944984. PubMed PMID:25571352 .
  93. Park, YS, Hochberg, LR, Eskandar, EN, Cash, SS, Truccolo, W. Early detection of human focal seizures based on cortical multiunit activity. Conf Proc IEEE Eng Med Biol Soc. 2014;2014 :5796-9. doi: 10.1109/EMBC.2014.6944945. PubMed PMID:25571313 PubMed Central PMC4288016.
  94. Sinha, N, Dauwels, J, Wang, Y, Cash, SS, Taylor, PN. An in silico approach for pre-surgical evaluation of an epileptic cortex. Conf Proc IEEE Eng Med Biol Soc. 2014;2014 :4884-7. doi: 10.1109/EMBC.2014.6944718. PubMed PMID:25571086 .
  95. Chu, CJ, Tanaka, N, Diaz, J, Edlow, BL, Wu, O, Hämäläinen, M et al.. EEG functional connectivity is partially predicted by underlying white matter connectivity. Neuroimage. 2015;108 :23-33. doi: 10.1016/j.neuroimage.2014.12.033. PubMed PMID:25534110 PubMed Central PMC4323839.
  96. Ng, MC, Gaspard, N, Cole, AJ, Hoch, DB, Cash, SS, Bianchi, M et al.. The standardization debate: A conflation trap in critical care electroencephalography. Seizure. 2015;24 :52-8. doi: 10.1016/j.seizure.2014.09.017. PubMed PMID:25457454 PubMed Central PMC4465375.
  97. Bacher, D, Jarosiewicz, B, Masse, NY, Stavisky, SD, Simeral, JD, Newell, K et al.. Neural Point-and-Click Communication by a Person With Incomplete Locked-In Syndrome. Neurorehabil Neural Repair. 2015;29 (5):462-71. doi: 10.1177/1545968314554624. PubMed PMID:25385765 PubMed Central PMC4426256.
  98. Karakis, I, Leeman-Markowski, BA, Leveroni, CL, Kilbride, RD, Cash, SS, Eskandar, EN et al.. Intra-stimulation discharges: an overlooked cortical electrographic entity triggered by direct electrical stimulation. Clin Neurophysiol. 2015;126 (5):882-8. doi: 10.1016/j.clinph.2014.08.011. PubMed PMID:25266305 .
  99. Mak-McCully, RA, Deiss, SR, Rosen, BQ, Jung, KY, Sejnowski, TJ, Bastuji, H et al.. Synchronization of isolated downstates (K-complexes) may be caused by cortically-induced disruption of thalamic spindling. PLoS Comput. Biol. 2014;10 (9):e1003855. doi: 10.1371/journal.pcbi.1003855. PubMed PMID:25255217 PubMed Central PMC4177663.
  100. Akama-Garren, EH, Bianchi, MT, Leveroni, C, Cole, AJ, Cash, SS, Westover, MB et al.. Weighing the value of memory loss in the surgical evaluation of left temporal lobe epilepsy: a decision analysis. Epilepsia. 2014;55 (11):1844-53. doi: 10.1111/epi.12790. PubMed PMID:25244498 PubMed Central PMC4877127.
  101. Masse, NY, Jarosiewicz, B, Simeral, JD, Bacher, D, Stavisky, SD, Cash, SS et al.. Non-causal spike filtering improves decoding of movement intention for intracortical BCIs. J. Neurosci. Methods. 2014;236 :58-67. doi: 10.1016/j.jneumeth.2014.08.004. PubMed PMID:25128256 PubMed Central PMC4169749.
  102. Westover, MB, Shafi, MM, Bianchi, MT, Moura, LM, O'Rourke, D, Rosenthal, ES et al.. The probability of seizures during EEG monitoring in critically ill adults. Clin Neurophysiol. 2015;126 (3):463-71. doi: 10.1016/j.clinph.2014.05.037. PubMed PMID:25082090 PubMed Central PMC4289643.
  103. Truccolo, W, Ahmed, OJ, Harrison, MT, Eskandar, EN, Cosgrove, GR, Madsen, JR et al.. Neuronal ensemble synchrony during human focal seizures. J. Neurosci. 2014;34 (30):9927-44. doi: 10.1523/JNEUROSCI.4567-13.2014. PubMed PMID:25057195 PubMed Central PMC4107409.
  104. Moura, LM, Shafi, MM, Ng, M, Pati, S, Cash, SS, Cole, AJ et al.. Spectrogram screening of adult EEGs is sensitive and efficient. Neurology. 2014;83 (1):56-64. doi: 10.1212/WNL.0000000000000537. PubMed PMID:24857926 PubMed Central PMC4114174.
  105. Mukamel, EA, Pirondini, E, Babadi, B, Wong, KF, Pierce, ET, Harrell, PG et al.. A transition in brain state during propofol-induced unconsciousness. J. Neurosci. 2014;34 (3):839-45. doi: 10.1523/JNEUROSCI.5813-12.2014. PubMed PMID:24431442 PubMed Central PMC3891963.
  106. Chu, CJ, Leahy, J, Pathmanathan, J, Kramer, MA, Cash, SS. The maturation of cortical sleep rhythms and networks over early development. Clin Neurophysiol. 2014;125 (7):1360-70. doi: 10.1016/j.clinph.2013.11.028. PubMed PMID:24418219 PubMed Central PMC4035415.
  107. Quinn, BT, Carlson, C, Doyle, W, Cash, SS, Devinsky, O, Spence, C et al.. Intracranial cortical responses during visual-tactile integration in humans. J. Neurosci. 2014;34 (1):171-81. doi: 10.1523/JNEUROSCI.0532-13.2014. PubMed PMID:24381279 PubMed Central PMC3866483.
  108. Homer, ML, Perge, JA, Black, MJ, Harrison, MT, Cash, SS, Hochberg, LR et al.. Adaptive offset correction for intracortical brain-computer interfaces. IEEE Trans Neural Syst Rehabil Eng. 2014;22 (2):239-48. doi: 10.1109/TNSRE.2013.2287768. PubMed PMID:24196868 PubMed Central PMC4117314.
  109. Westover, MB, Ching, S, Shafi, MM, Cash, SS, Brown, EN. Real-time segmentation and tracking of brain metabolic state in ICU EEG recordings of burst suppression. Conf Proc IEEE Eng Med Biol Soc. 2013;2013 :7108-11. doi: 10.1109/EMBC.2013.6611196. PubMed PMID:24111383 PubMed Central PMC3939432.
  110. Karakis, I, Pathmanathan, JS, Chang, R, Cook, EF, Cash, SS, Cole, AJ et al.. Prognostic value of EEG asymmetries for development of drug-resistance in drug-naïve patients with genetic generalized epilepsies. Clin Neurophysiol. 2014;125 (2):263-9. doi: 10.1016/j.clinph.2013.07.028. PubMed PMID:24095154 PubMed Central PMC3925004.
  111. Cash, SS. Status epilepticus as a system disturbance: is status epilepticus due to synchronization or desynchronization?. Epilepsia. 2013;54 Suppl 6 :37-9. doi: 10.1111/epi.12273. PubMed PMID:24001069 PubMed Central PMC3767191.
  112. Ahmed, OJ, Cash, SS. Finding synchrony in the desynchronized EEG: the history and interpretation of gamma rhythms. Front Integr Neurosci. 2013;7 :58. doi: 10.3389/fnint.2013.00058. PubMed PMID:23964210 PubMed Central PMC3740477.
  113. Brandon Westover, M, Shafi, MM, Ching, S, Chemali, JJ, Purdon, PL, Cash, SS et al.. Real-time segmentation of burst suppression patterns in critical care EEG monitoring. J. Neurosci. Methods. 2013;219 (1):131-41. doi: 10.1016/j.jneumeth.2013.07.003. PubMed PMID:23891828 PubMed Central PMC3939433.
  114. Lewis, LD, Ching, S, Weiner, VS, Peterfreund, RA, Eskandar, EN, Cash, SS et al.. Local cortical dynamics of burst suppression in the anaesthetized brain. Brain. 2013;136 (Pt 9):2727-37. doi: 10.1093/brain/awt174. PubMed PMID:23887187 PubMed Central PMC3754454.
  115. Jarosiewicz, B, Masse, NY, Bacher, D, Cash, SS, Eskandar, E, Friehs, G et al.. Advantages of closed-loop calibration in intracortical brain-computer interfaces for people with tetraplegia. J Neural Eng. 2013;10 (4):046012. doi: 10.1088/1741-2560/10/4/046012. PubMed PMID:23838067 PubMed Central PMC3775656.
  116. Yücel, MA, Selb, J, Boas, DA, Cash, SS, Cooper, RJ. Reducing motion artifacts for long-term clinical NIRS monitoring using collodion-fixed prism-based optical fibers. Neuroimage. 2014;85 Pt 1 :192-201. doi: 10.1016/j.neuroimage.2013.06.054. PubMed PMID:23796546 PubMed Central PMC3849205.
  117. Chan, AM, Dykstra, AR, Jayaram, V, Leonard, MK, Travis, KE, Gygi, B et al.. Speech-specific tuning of neurons in human superior temporal gyrus. Cereb. Cortex. 2014;24 (10):2679-93. doi: 10.1093/cercor/bht127. PubMed PMID:23680841 PubMed Central PMC4162511.
  118. Sukhotinsky, I, Chan, AM, Ahmed, OJ, Rao, VR, Gradinaru, V, Ramakrishnan, C et al.. Optogenetic delay of status epilepticus onset in an in vivo rodent epilepsy model. PLoS ONE. 2013;8 (4):e62013. doi: 10.1371/journal.pone.0062013. PubMed PMID:23637949 PubMed Central PMC3634849.
  119. Westover, MB, Bianchi, MT, Shafi, M, Hoch, DB, Cole, AJ, Chiappa, K et al.. Inferring seizure frequency from brief EEG recordings. J Clin Neurophysiol. 2013;30 (2):174-7. doi: 10.1097/WNP.0b013e3182767c35. PubMed PMID:23545768 PubMed Central PMC3616271.
  120. Shafi, MM, Brandon Westover, M, Oberman, L, Cash, SS, Pascual-Leone, A. Modulation of EEG functional connectivity networks in subjects undergoing repetitive transcranial magnetic stimulation. Brain Topogr. 2014;27 (1):172-91. doi: 10.1007/s10548-013-0277-y. PubMed PMID:23471637 PubMed Central PMC4026010.
  121. Westover, MB, Eiseman, NA, Cash, SS, Bianchi, MT. Information theoretic quantification of diagnostic uncertainty. Open Med Inform J. 2012;6 :36-50. doi: 10.2174/1874431101206010036. PubMed PMID:23304251 PubMed Central PMC3537080.
  122. Park, YS, Hochberg, LR, Eskandar, EN, Cash, SS, Truccolo, W. Adaptive Parametric Spectral Estimation with Kalman Smoothing for Online Early Seizure Detection. Int IEEE EMBS Conf Neural Eng. 2013; :1410-1413. doi: 10.1109/NER.2013.6696207. PubMed PMID:24663686 PubMed Central PMC3961009.
  123. Park, YS, Hochberg, LR, Eskandar, EN, Cash, SS, Truccolo, W. Early Detection of Human Epileptic Seizures Based on Intracortical Local Field Potentials. Int IEEE EMBS Conf Neural Eng. 2013; :323-326. doi: 10.1109/NER.2013.6695937. PubMed PMID:24663490 PubMed Central PMC3961001.
  124. Kramer, MA, Truccolo, W, Eden, UT, Lepage, KQ, Hochberg, LR, Eskandar, EN et al.. Human seizures self-terminate across spatial scales via a critical transition. Proc. Natl. Acad. Sci. U.S.A. 2012;109 (51):21116-21. doi: 10.1073/pnas.1210047110. PubMed PMID:23213262 PubMed Central PMC3529091.
  125. Lewis, LD, Weiner, VS, Mukamel, EA, Donoghue, JA, Eskandar, EN, Madsen, JR et al.. Rapid fragmentation of neuronal networks at the onset of propofol-induced unconsciousness. Proc. Natl. Acad. Sci. U.S.A. 2012;109 (49):E3377-86. doi: 10.1073/pnas.1210907109. PubMed PMID:23129622 PubMed Central PMC3523833.
  126. Ferguson, M, Bianchi, MT, Sutter, R, Rosenthal, ES, Cash, SS, Kaplan, PW et al.. Calculating the risk benefit equation for aggressive treatment of non-convulsive status epilepticus. Neurocrit Care. 2013;18 (2):216-27. doi: 10.1007/s12028-012-9785-y. PubMed PMID:23065689 PubMed Central PMC3767472.
  127. Shafi, MM, Westover, MB, Cole, AJ, Kilbride, RD, Hoch, DB, Cash, SS et al.. Absence of early epileptiform abnormalities predicts lack of seizures on continuous EEG. Neurology. 2012;79 (17):1796-801. doi: 10.1212/WNL.0b013e3182703fbc. PubMed PMID:23054233 PubMed Central PMC3475619.
  128. Dehghani, N, Hatsopoulos, NG, Haga, ZD, Parker, RA, Greger, B, Halgren, E et al.. Avalanche Analysis from Multielectrode Ensemble Recordings in Cat, Monkey, and Human Cerebral Cortex during Wakefulness and Sleep. Front Physiol. 2012;3 :302. doi: 10.3389/fphys.2012.00302. PubMed PMID:22934053 PubMed Central PMC3429073.
  129. Travis, KE, Leonard, MK, Chan, AM, Torres, C, Sizemore, ML, Qu, Z et al.. Independence of early speech processing from word meaning. Cereb. Cortex. 2013;23 (10):2370-9. doi: 10.1093/cercor/bhs228. PubMed PMID:22875868 PubMed Central PMC3767959.
  130. Yang, AI, Wang, X, Doyle, WK, Halgren, E, Carlson, C, Belcher, TL et al.. Localization of dense intracranial electrode arrays using magnetic resonance imaging. Neuroimage. 2012;63 (1):157-165. doi: 10.1016/j.neuroimage.2012.06.039. PubMed PMID:22759995 PubMed Central PMC4408869.
  131. Hochberg, LR, Bacher, D, Jarosiewicz, B, Masse, NY, Simeral, JD, Vogel, J et al.. Reach and grasp by people with tetraplegia using a neurally controlled robotic arm. Nature. 2012;485 (7398):372-5. doi: 10.1038/nature11076. PubMed PMID:22596161 PubMed Central PMC3640850.
  132. Sabolek, HR, Swiercz, WB, Lillis, KP, Cash, SS, Huberfeld, G, Zhao, G et al.. A candidate mechanism underlying the variance of interictal spike propagation. J. Neurosci. 2012;32 (9):3009-21. doi: 10.1523/JNEUROSCI.5853-11.2012. PubMed PMID:22378874 PubMed Central PMC3319688.
  133. Chu, CJ, Kramer, MA, Pathmanathan, J, Bianchi, MT, Westover, MB, Wizon, L et al.. Emergence of stable functional networks in long-term human electroencephalography. J. Neurosci. 2012;32 (8):2703-13. doi: 10.1523/JNEUROSCI.5669-11.2012. PubMed PMID:22357854 PubMed Central PMC3361717.
  134. Peyrache, A, Dehghani, N, Eskandar, EN, Madsen, JR, Anderson, WS, Donoghue, JA et al.. Spatiotemporal dynamics of neocortical excitation and inhibition during human sleep. Proc. Natl. Acad. Sci. U.S.A. 2012;109 (5):1731-6. doi: 10.1073/pnas.1109895109. PubMed PMID:22307639 PubMed Central PMC3277175.
  135. Kramer, MA, Cash, SS. Epilepsy as a disorder of cortical network organization. Neuroscientist. 2012;18 (4):360-72. doi: 10.1177/1073858411422754. PubMed PMID:22235060 PubMed Central PMC3736575.
  136. Westover, MB, Cormier, J, Bianchi, MT, Shafi, M, Kilbride, R, Cole, AJ et al.. Revising the "Rule of Three" for inferring seizure freedom. Epilepsia. 2012;53 (2):368-76. doi: 10.1111/j.1528-1167.2011.03355.x. PubMed PMID:22191711 PubMed Central PMC3267849.
  137. Chan, AM, Baker, JM, Eskandar, E, Schomer, D, Ulbert, I, Marinkovic, K et al.. First-pass selectivity for semantic categories in human anteroventral temporal lobe. J. Neurosci. 2011;31 (49):18119-29. doi: 10.1523/JNEUROSCI.3122-11.2011. PubMed PMID:22159123 PubMed Central PMC3286838.
  138. Dykstra, AR, Chan, AM, Quinn, BT, Zepeda, R, Keller, CJ, Cormier, J et al.. Individualized localization and cortical surface-based registration of intracranial electrodes. Neuroimage. 2012;59 (4):3563-70. doi: 10.1016/j.neuroimage.2011.11.046. PubMed PMID:22155045 PubMed Central PMC3288767.
  139. Kharbouch, A, Shoeb, A, Guttag, J, Cash, SS. An algorithm for seizure onset detection using intracranial EEG. Epilepsy Behav. 2011;22 Suppl 1 :S29-35. doi: 10.1016/j.yebeh.2011.08.031. PubMed PMID:22078515 PubMed Central PMC3713785.
  140. Cash, SS, Larvie, M, Dalmau, J. Case records of the Massachusetts General Hospital. Case 34-2011: A 75-year-old man with memory loss and partial seizures. N. Engl. J. Med. 2011;365 (19):1825-33. doi: 10.1056/NEJMcpc1100924. PubMed PMID:22070480 .
  141. Kramer, MA, Eden, UT, Lepage, KQ, Kolaczyk, ED, Bianchi, MT, Cash, SS et al.. Emergence of persistent networks in long-term intracranial EEG recordings. J. Neurosci. 2011;31 (44):15757-67. doi: 10.1523/JNEUROSCI.2287-11.2011. PubMed PMID:22049419 PubMed Central PMC3226835.
  142. Bianchi, MT, Eiseman, NA, Cash, SS, Mietus, J, Peng, CK, Thomas, RJ et al.. Probabilistic sleep architecture models in patients with and without sleep apnea. J Sleep Res. 2012;21 (3):330-41. doi: 10.1111/j.1365-2869.2011.00937.x. PubMed PMID:21955148 PubMed Central PMC4487658.
  143. Dykstra, AR, Halgren, E, Thesen, T, Carlson, CE, Doyle, W, Madsen, JR et al.. Widespread Brain Areas Engaged during a Classical Auditory Streaming Task Revealed by Intracranial EEG. Front Hum Neurosci. 2011;5 :74. doi: 10.3389/fnhum.2011.00074. PubMed PMID:21886615 PubMed Central PMC3154443.
  144. Truccolo, W, Donoghue, JA, Hochberg, LR, Eskandar, EN, Madsen, JR, Anderson, WS et al.. Single-neuron dynamics in human focal epilepsy. Nat. Neurosci. 2011;14 (5):635-41. doi: 10.1038/nn.2782. PubMed PMID:21441925 PubMed Central PMC3134302.
  145. Dehghani, N, Cash, SS, Halgren, E. Emergence of synchronous EEG spindles from asynchronous MEG spindles. Hum Brain Mapp. 2011;32 (12):2217-27. doi: 10.1002/hbm.21183. PubMed PMID:21337472 PubMed Central PMC3798068.
  146. Chu-Shore, CJ, Kramer, MA, Bianchi, MT, Caviness, VS, Cash, SS. Network analysis: applications for the developing brain. J. Child Neurol. 2011;26 (4):488-500. doi: 10.1177/0883073810385345. PubMed PMID:21303762 PubMed Central PMC3124081.
  147. Chan, AM, Halgren, E, Marinkovic, K, Cash, SS. Decoding word and category-specific spatiotemporal representations from MEG and EEG. Neuroimage. 2011;54 (4):3028-39. doi: 10.1016/j.neuroimage.2010.10.073. PubMed PMID:21040796 PubMed Central PMC3020243.
  148. Dehghani, N, Bédard, C, Cash, SS, Halgren, E, Destexhe, A. Comparative power spectral analysis of simultaneous elecroencephalographic and magnetoencephalographic recordings in humans suggests non-resistive extracellular media. J Comput Neurosci. 2010;29 (3):405-21. doi: 10.1007/s10827-010-0263-2. PubMed PMID:20697790 PubMed Central PMC2978899.
  149. Kramer, MA, Eden, UT, Kolaczyk, ED, Zepeda, R, Eskandar, EN, Cash, SS et al.. Coalescence and fragmentation of cortical networks during focal seizures. J. Neurosci. 2010;30 (30):10076-85. doi: 10.1523/JNEUROSCI.6309-09.2010. PubMed PMID:20668192 PubMed Central PMC2927849.
  150. Csercsa, R, Dombovári, B, Fabó, D, Wittner, L, Eross, L, Entz, L et al.. Laminar analysis of slow wave activity in humans. Brain. 2010;133 (9):2814-29. doi: 10.1093/brain/awq169. PubMed PMID:20656697 PubMed Central PMC3105490.
  151. Dehghani, N, Cash, SS, Halgren, E. Topographical frequency dynamics within EEG and MEG sleep spindles. Clin Neurophysiol. 2011;122 (2):229-35. doi: 10.1016/j.clinph.2010.06.018. PubMed PMID:20637689 PubMed Central PMC2978261.
  152. Dehghani, N, Cash, SS, Chen, CC, Hagler, DJ Jr, Huang, M, Dale, AM et al.. Divergent cortical generators of MEG and EEG during human sleep spindles suggested by distributed source modeling. PLoS ONE. 2010;5 (7):e11454. doi: 10.1371/journal.pone.0011454. PubMed PMID:20628643 PubMed Central PMC2898804.
  153. McDonald, CR, Thesen, T, Carlson, C, Blumberg, M, Girard, HM, Trongnetrpunya, A et al.. Multimodal imaging of repetition priming: Using fMRI, MEG, and intracranial EEG to reveal spatiotemporal profiles of word processing. Neuroimage. 2010;53 (2):707-17. doi: 10.1016/j.neuroimage.2010.06.069. PubMed PMID:20620212 PubMed Central PMC2930128.
  154. Bianchi, MT, Cash, SS, Mietus, J, Peng, CK, Thomas, R. Obstructive sleep apnea alters sleep stage transition dynamics. PLoS ONE. 2010;5 (6):e11356. doi: 10.1371/journal.pone.0011356. PubMed PMID:20596541 PubMed Central PMC2893208.
  155. Dehghani, N, Bédard, C, Cash, SS, Halgren, E, Destexhe, A. Comparative power spectral analysis of simultaneous electroencephalographic and magnetoencephalographic recordings in humans suggests non-resistive extracellular media : EEG and MEG power spectra. J Comput Neurosci. 2010; :. doi: 10.1007/s10827-010-0252-5. PubMed PMID:20556640 PubMed Central PMC4451436.
  156. Keller, CJ, Truccolo, W, Gale, JT, Eskandar, E, Thesen, T, Carlson, C et al.. Heterogeneous neuronal firing patterns during interictal epileptiform discharges in the human cortex. Brain. 2010;133 (Pt 6):1668-81. doi: 10.1093/brain/awq112. PubMed PMID:20511283 PubMed Central PMC2877906.
  157. Dehghani, N, Cash, SS, Rossetti, AO, Chen, CC, Halgren, E. Magnetoencephalography demonstrates multiple asynchronous generators during human sleep spindles. J. Neurophysiol. 2010;104 (1):179-88. doi: 10.1152/jn.00198.2010. PubMed PMID:20427615 PubMed Central PMC2904206.
  158. Zheng, Y, Moussally, J, Cash, SS, Karnam, HB, Cole, AJ. Intravenous levetiracetam in the rat pilocarpine-induced status epilepticus model: behavioral, physiological and histological studies. Neuropharmacology. ;58 (4-5):793-8. doi: 10.1016/j.neuropharm.2009.12.007. PubMed PMID:20026136 PubMed Central PMC2834228.
  159. Sahin, NT, Pinker, S, Cash, SS, Schomer, D, Halgren, E. Sequential processing of lexical, grammatical, and phonological information within Broca's area. Science. 2009;326 (5951):445-9. doi: 10.1126/science.1174481. PubMed PMID:19833971 PubMed Central PMC4030760.
  160. Schachter, SC, Guttag, J, Schiff, SJ, Schomer, DL, Summit Contributors. Advances in the application of technology to epilepsy: the CIMIT/NIO Epilepsy Innovation Summit. Epilepsy Behav. 2009;16 (1):3-46. doi: 10.1016/j.yebeh.2009.06.028. PubMed PMID:19780225 .
  161. Kramer, MA, Eden, UT, Cash, SS, Kolaczyk, ED. Network inference with confidence from multivariate time series. Phys Rev E Stat Nonlin Soft Matter Phys. 2009;79 (6 Pt 1):061916. doi: 10.1103/PhysRevE.79.061916. PubMed PMID:19658533 .
  162. Cash, SS, Halgren, E, Dehghani, N, Rossetti, AO, Thesen, T, Wang, C et al.. The human K-complex represents an isolated cortical down-state. Science. 2009;324 (5930):1084-7. doi: 10.1126/science.1169626. PubMed PMID:19461004 PubMed Central PMC3715654.
  163. Keller, CJ, Cash, SS, Narayanan, S, Wang, C, Kuzniecky, R, Carlson, C et al.. Intracranial microprobe for evaluating neuro-hemodynamic coupling in unanesthetized human neocortex. J. Neurosci. Methods. 2009;179 (2):208-18. doi: 10.1016/j.jneumeth.2009.01.036. PubMed PMID:19428529 PubMed Central PMC2680793.
  164. Gow, DW Jr, Keller, CJ, Eskandar, E, Meng, N, Cash, SS. Parallel versus serial processing dependencies in the perisylvian speech network: a Granger analysis of intracranial EEG data. Brain Lang. 2009;110 (1):43-8. doi: 10.1016/j.bandl.2009.02.004. PubMed PMID:19356793 PubMed Central PMC2693301.
  165. Bianchi, MT, Pathmanathan, J, Cash, SS. From ion channels to complex networks: magic bullet versus magic shotgun approaches to anticonvulsant pharmacotherapy. Med. Hypotheses. 2009;72 (3):297-305. doi: 10.1016/j.mehy.2008.09.049. PubMed PMID:19046822 .
  166. Costello, DJ, Shields, DC, Cash, SS, Eskandar, EN, Cosgrove, GR, Cole, AJ et al.. Consideration of epilepsy surgery in adults should be independent of age. Clin Neurol Neurosurg. 2009;111 (3):240-5. doi: 10.1016/j.clineuro.2008.10.005. PubMed PMID:19028008 .
  167. Bianchi, MT, Alexander, BM, Cash, SS. Incorporating uncertainty into medical decision making: an approach to unexpected test results. Med Decis Making. ;29 (1):116-24. doi: 10.1177/0272989X08323620. PubMed PMID:18812583 .
  168. Kao, AY, Munandar, R, Ferrara, SL, Systrom, DM, Sheridan, RL, Cash, SS et al.. Case records of the Massachusetts General Hospital. Case 19-2005. A 17-year-old girl with respiratory distress and hemiparesis after surviving a tsunami. N. Engl. J. Med. 2005;352 (25):2628-36. doi: 10.1056/NEJMcpc059015. PubMed PMID:15972870 .
  169. Yuste, R, Majewska, A, Cash, SS, Denk, W. Mechanisms of calcium influx into hippocampal spines: heterogeneity among spines, coincidence detection by NMDA receptors, and optical quantal analysis. J. Neurosci. 1999;19 (6):1976-87. . PubMed PMID:10066251 PubMed Central PMC6782554.
  170. Lowen, SB, Cash, SS, Poo, M, Teich, MC. Quantal neurotransmitter secretion rate exhibits fractal behavior. J. Neurosci. 1997;17 (15):5666-77. . PubMed PMID:9221766 PubMed Central PMC6573209.
Search PubMed
  1. Shuttleworth, CW, Andrew, RD, Akbari, Y, Ayata, C, Balu, R, Brennan, KC et al.. Which Spreading Depolarizations Are Deleterious To Brain Tissue?. Neurocrit Care. 2019; :. doi: 10.1007/s12028-019-00776-7. PubMed PMID:31388871 .
  2. Leahey, PA, LaSalvia, MT, Rosenthal, ES, Karchmer, AW, Rowley, CF. High Morbidity and Mortality Among Patients With Sentinel Admission for Injection Drug Use-Related Infective Endocarditis. Open Forum Infect Dis. 2019;6 (4):ofz089. doi: 10.1093/ofid/ofz089. PubMed PMID:30949535 PubMed Central PMC6441563.
  3. Subramaniam, T, Jain, A, Hall, LT, Cole, AJ, Westover, MB, Rosenthal, ES et al.. Lateralized periodic discharges frequency correlates with glucose metabolism. Neurology. 2019;92 (7):e670-e674. doi: 10.1212/WNL.0000000000006903. PubMed PMID:30635488 PubMed Central PMC6382363.
  4. Selb, J, Wu, KC, Sutin, J, Lin, PI, Farzam, P, Bechek, S et al.. Prolonged monitoring of cerebral blood flow and autoregulation with diffuse correlation spectroscopy in neurocritical care patients. Neurophotonics. 2018;5 (4):045005. doi: 10.1117/1.NPh.5.4.045005. PubMed PMID:30450363 PubMed Central PMC6233866.
  5. Jing, J, d’Angremont, E, Zafar, S, Rosenthal, ES, Tabaeizadeh, M, Ebrahim, S et al.. Rapid Annotation of Seizures and Interictal-ictal Continuum EEG Patterns. Conf Proc IEEE Eng Med Biol Soc. 2018;2018 :3394-3397. doi: 10.1109/EMBC.2018.8513059. PubMed PMID:30441116 PubMed Central PMC6776236.
  6. Zafar, SF, Postma, EN, Biswal, S, Boyle, EJ, Bechek, S, O'Connor, K et al.. Effect of epileptiform abnormality burden on neurologic outcome and antiepileptic drug management after subarachnoid hemorrhage. Clin Neurophysiol. 2018;129 (11):2219-2227. doi: 10.1016/j.clinph.2018.08.015. PubMed PMID:30212805 PubMed Central PMC6478499.
  7. Das, AS, Lee, JW, Rosenthal, ES, Vaitkevicius, H. Successful Wean Despite Emergence of Ictal-Interictal EEG Patterns During the Weaning of Prolonged Burst-Suppression Therapy for Super-Refractory Status Epilepticus. Neurocrit Care. 2018;29 (3):452-462. doi: 10.1007/s12028-018-0552-6. PubMed PMID:29948999 .
  8. Cohen, AS, Izzy, S, Kumar, MA, Joyce, CJ, Figueroa, SA, Maas, MB et al.. Education Research: Variation in priorities for neurocritical care education expressed across role groups. Neurology. 2018;90 (24):1117-1122. doi: 10.1212/WNL.0000000000005682. PubMed PMID:29891575 PubMed Central PMC5996833.
  9. Threlkeld, ZD, Bodien, YG, Rosenthal, ES, Giacino, JT, Nieto-Castanon, A, Wu, O et al.. Functional networks reemerge during recovery of consciousness after acute severe traumatic brain injury. Cortex. 2018;106 :299-308. doi: 10.1016/j.cortex.2018.05.004. PubMed PMID:29871771 PubMed Central PMC6120794.
  10. Shenoy, ES, Rosenthal, ES, Shao, YP, Biswal, S, Ghanta, M, Ryan, EE et al.. Real-Time, Automated Detection of Ventilator-Associated Events: Avoiding Missed Detections, Misclassifications, and False Detections Due to Human Error. Infect Control Hosp Epidemiol. 2018;39 (7):826-833. doi: 10.1017/ice.2018.97. PubMed PMID:29769151 PubMed Central PMC6776240.
  11. Rosenthal, ES, Biswal, S, Zafar, SF, O'Connor, KL, Bechek, S, Shenoy, AV et al.. Continuous electroencephalography predicts delayed cerebral ischemia after subarachnoid hemorrhage: A prospective study of diagnostic accuracy. Ann. Neurol. 2018;83 (5):958-969. doi: 10.1002/ana.25232. PubMed PMID:29659050 PubMed Central PMC6021198.
  12. Rosenthal, ES, Kattakuzhy, S, Kottilil, S. Time to end treatment restrictions for people with hepatitis C who inject drugs. Lancet Gastroenterol Hepatol. 2018;3 (3):142-143. doi: 10.1016/S2468-1253(18)30001-3. PubMed PMID:29310927 .
  13. Edlow, BL, Chatelle, C, Spencer, CA, Chu, CJ, Bodien, YG, O'Connor, KL et al.. Early detection of consciousness in patients with acute severe traumatic brain injury. Brain. 2017;140 (9):2399-2414. doi: 10.1093/brain/awx176. PubMed PMID:29050383 PubMed Central PMC6059097.
  14. Zafar, SF, Postma, EN, Biswal, S, Fleuren, L, Boyle, EJ, Bechek, S et al.. Electronic Health Data Predict Outcomes After Aneurysmal Subarachnoid Hemorrhage. Neurocrit Care. 2018;28 (2):184-193. doi: 10.1007/s12028-017-0466-8. PubMed PMID:28983801 PubMed Central PMC5886829.
  15. Rosenthal, ES, Claassen, J, Wainwright, MS, Husain, AM, Vaitkevicius, H, Raines, S et al.. Brexanolone as adjunctive therapy in super-refractory status epilepticus. Ann. Neurol. 2017;82 (3):342-352. doi: 10.1002/ana.25008. PubMed PMID:28779545 PubMed Central PMC5639357.
  16. Herlopian, A, Rosenthal, ES, Chu, CJ, Cole, AJ, Struck, AF. Extreme delta brush evolving into status epilepticus in a patient with anti-NMDA encephalitis. Epilepsy Behav Case Rep. 2017;7 :69-71. doi: 10.1016/j.ebcr.2016.09.002. PubMed PMID:28616386 PubMed Central PMC5459970.
  17. Vaitkevicius, H, Husain, AM, Rosenthal, ES, Rosand, J, Bobb, W, Reddy, K et al.. First-in-man allopregnanolone use in super-refractory status epilepticus. Ann Clin Transl Neurol. 2017;4 (6):411-414. doi: 10.1002/acn3.408. PubMed PMID:28589168 PubMed Central PMC5454395.
  18. Theisen-Toupal, J, Ronan, MV, Moore, A, Rosenthal, ES. Inpatient Management of Opioid Use Disorder: A Review for Hospitalists. J Hosp Med. 2017;12 (5):369-374. doi: 10.12788/jhm.2731. PubMed PMID:28459909 .
  19. Nagaraj, SB, Ramaswamy, SM, Biswal, S, Boyle, EJ, Zhou, DW, Mcclain, LM et al.. Heart rate variability as a biomarker for sedation depth estimation in ICU patients. Conf Proc IEEE Eng Med Biol Soc. 2016;2016 :6397-6400. doi: 10.1109/EMBC.2016.7592192. PubMed PMID:28269712 PubMed Central PMC5478422.
  20. Kim, JA, Rosenthal, ES, Biswal, S, Zafar, S, Shenoy, AV, O'Connor, KL et al.. Epileptiform abnormalities predict delayed cerebral ischemia in subarachnoid hemorrhage. Clin Neurophysiol. 2017;128 (6):1091-1099. doi: 10.1016/j.clinph.2017.01.016. PubMed PMID:28258936 PubMed Central PMC5476529.
  21. Rebergen, DJ, Nagaraj, SB, Rosenthal, ES, Bianchi, MT, van Putten, MJAM, Westover, MB et al.. ADARRI: a novel method to detect spurious R-peaks in the electrocardiogram for heart rate variability analysis in the intensive care unit. J Clin Monit Comput. 2018;32 (1):53-61. doi: 10.1007/s10877-017-9999-9. PubMed PMID:28210934 PubMed Central PMC5559344.
  22. Amorim, E, Williamson, CA, Moura, LMVR, Shafi, MM, Gaspard, N, Rosenthal, ES et al.. Performance of Spectrogram-Based Seizure Identification of Adult EEGs by Critical Care Nurses and Neurophysiologists. J Clin Neurophysiol. 2017;34 (4):359-364. doi: 10.1097/WNP.0000000000000368. PubMed PMID:27930420 PubMed Central PMC5482787.
  23. Wilson, EM, Rosenthal, ES, Kattakuzhy, S, Tang, L, Kottilil, S. Clinical Laboratory Testing in the Era of Directly Acting Antiviral Therapies for Hepatitis C. Clin. Microbiol. Rev. 2017;30 (1):23-42. doi: 10.1128/CMR.00037-16. PubMed PMID:27795306 PubMed Central PMC5217793.
  24. Sonik, RA, Parish, SL, Rosenthal, ES. Sibling Caregivers of People With Intellectual and Developmental Disabilities: Sociodemographic Characteristics and Material Hardship Prevalence. Intellect Dev Disabil. 2016;54 (5):332-41. doi: 10.1352/1934-9556-54.5.332. PubMed PMID:27673734 .
  25. Bick, SK, Izzy, S, Rubin, DB, Zafar, SF, Rosenthal, ES, Eskandar, EN et al.. Anterior Temporal Lobectomy for Refractory Status Epilepticus in Herpes Simplex Encephalitis. Neurocrit Care. 2016;25 (3):458-463. doi: 10.1007/s12028-016-0302-6. PubMed PMID:27473208 .
  26. Hartings, JA, Shuttleworth, CW, Kirov, SA, Ayata, C, Hinzman, JM, Foreman, B et al.. The continuum of spreading depolarizations in acute cortical lesion development: Examining Leão's legacy. J. Cereb. Blood Flow Metab. 2017;37 (5):1571-1594. doi: 10.1177/0271678X16654495. PubMed PMID:27328690 PubMed Central PMC5435288.
  27. Dreier, JP, Fabricius, M, Ayata, C, Sakowitz, OW, Shuttleworth, CW, Dohmen, C et al.. Recording, analysis, and interpretation of spreading depolarizations in neurointensive care: Review and recommendations of the COSBID research group. J. Cereb. Blood Flow Metab. 2017;37 (5):1595-1625. doi: 10.1177/0271678X16654496. PubMed PMID:27317657 PubMed Central PMC5435289.
  28. Zafar, SF, Westover, MB, Gaspard, N, Gilmore, EJ, Foreman, BP, OʼConnor, KL et al.. Interrater Agreement for Consensus Definitions of Delayed Ischemic Events After Aneurysmal Subarachnoid Hemorrhage. J Clin Neurophysiol. 2016;33 (3):235-40. doi: 10.1097/WNP.0000000000000276. PubMed PMID:27258447 PubMed Central PMC4894325.
  29. Wickering, E, Gaspard, N, Zafar, S, Moura, VJ, Biswal, S, Bechek, S et al.. Automation of Classical QEEG Trending Methods for Early Detection of Delayed Cerebral Ischemia: More Work to Do. J Clin Neurophysiol. 2016;33 (3):227-34. doi: 10.1097/WNP.0000000000000278. PubMed PMID:27258446 PubMed Central PMC4894333.
  30. Muniz, CF, Shenoy, AV, OʼConnor, KL, Bechek, SC, Boyle, EJ, Guanci, MM et al.. Clinical Development and Implementation of an Institutional Guideline for Prospective EEG Monitoring and Reporting of Delayed Cerebral Ischemia. J Clin Neurophysiol. 2016;33 (3):217-26. doi: 10.1097/WNP.0000000000000281. PubMed PMID:27258445 PubMed Central PMC4907266.
  31. Rosenthal, ES, Graham, CS. Price and affordability of direct-acting antiviral regimens for hepatitis C virus in the United States. Infect. Agents Cancer. 2016;11 :24. doi: 10.1186/s13027-016-0071-z. PubMed PMID:27186235 PubMed Central PMC4867525.
  32. Albin, RL, Edlow, BL, Rosenthal, ES, Hinson, HE. Blowing the whistle on sports concussions: Will the risk of dementia change the game?. Neurology. 2016;86 (20):1929-30. doi: 10.1212/01.wnl.0000484015.90990.ab. PubMed PMID:27185899 .
  33. Struck, AF, Westover, MB, Hall, LT, Deck, GM, Cole, AJ, Rosenthal, ES et al.. Metabolic Correlates of the Ictal-Interictal Continuum: FDG-PET During Continuous EEG. Neurocrit Care. 2016;24 (3):324-31. doi: 10.1007/s12028-016-0245-y. PubMed PMID:27169855 PubMed Central PMC5478419.
  34. Theisen-Toupal, J, Rosenthal, ES, Rowley, CF. Reimagining long-term antibiotics in persons who inject drugs: Time to shift the status quo?. J Hosp Med. 2016;11 (8):597-8. doi: 10.1002/jhm.2581. PubMed PMID:27043024 .
  35. Nagaraj, SB, McClain, LM, Zhou, DW, Biswal, S, Rosenthal, ES, Purdon, PL et al.. Automatic Classification of Sedation Levels in ICU Patients Using Heart Rate Variability. Crit. Care Med. 2016;44 (9):e782-9. doi: 10.1097/CCM.0000000000001708. PubMed PMID:27035240 PubMed Central PMC4987179.
  36. Rosenthal, ES, Kottilil, S, Polis, MA. Sofosbuvir and ledipasvir for HIV/HCV co-infected patients. Expert Opin Pharmacother. 2016;17 (5):743-9. doi: 10.1517/14656566.2016.1157580. PubMed PMID:26898158 PubMed Central PMC4930150.
  37. Atefi, SR, Seoane, F, Kamalian, S, Rosenthal, ES, Lev, MH, Bonmassar, G et al.. Intracranial hemorrhage alters scalp potential distribution in bioimpedance cerebral monitoring: Preliminary results from FEM simulation on a realistic head model and human subjects. Med Phys. 2016;43 (2):675-86. doi: 10.1118/1.4939256. PubMed PMID:26843231 PubMed Central PMC4715008.
  38. Nelson, S, Edlow, BL, Wu, O, Rosenthal, ES, Westover, MB, Rordorf, G et al.. Default Mode Network Perfusion in Aneurysmal Subarachnoid Hemorrhage. Neurocrit Care. 2016;25 (2):237-42. doi: 10.1007/s12028-016-0244-z. PubMed PMID:26800697 PubMed Central PMC4958026.
  39. Biswal, S, Nip, Z, Moura Junior, V, Bianchi, MT, Rosenthal, ES, Westover, MB et al.. Automated information extraction from free-text EEG reports. Conf Proc IEEE Eng Med Biol Soc. 2015;2015 :6804-7. doi: 10.1109/EMBC.2015.7319956. PubMed PMID:26737856 PubMed Central PMC4872711.
  40. Rosenthal, ES, Karchmer, AW, Theisen-Toupal, J, Castillo, RA, Rowley, CF. Suboptimal Addiction Interventions for Patients Hospitalized with Injection Drug Use-Associated Infective Endocarditis. Am. J. Med. 2016;129 (5):481-5. doi: 10.1016/j.amjmed.2015.09.024. PubMed PMID:26597670 .
  41. Wright, DW, Yeatts, SD, Silbergleit, R, Palesch, YY, Hertzberg, VS, Frankel, M et al.. Very early administration of progesterone for acute traumatic brain injury. N. Engl. J. Med. 2014;371 (26):2457-66. doi: 10.1056/NEJMoa1404304. PubMed PMID:25493974 PubMed Central PMC4303469.
  42. Ng, MC, Gaspard, N, Cole, AJ, Hoch, DB, Cash, SS, Bianchi, M et al.. The standardization debate: A conflation trap in critical care electroencephalography. Seizure. 2015;24 :52-8. doi: 10.1016/j.seizure.2014.09.017. PubMed PMID:25457454 PubMed Central PMC4465375.
  43. Westover, MB, Shafi, MM, Bianchi, MT, Moura, LM, O'Rourke, D, Rosenthal, ES et al.. The probability of seizures during EEG monitoring in critically ill adults. Clin Neurophysiol. 2015;126 (3):463-71. doi: 10.1016/j.clinph.2014.05.037. PubMed PMID:25082090 PubMed Central PMC4289643.
  44. Moura, LM, Shafi, MM, Ng, M, Pati, S, Cash, SS, Cole, AJ et al.. Spectrogram screening of adult EEGs is sensitive and efficient. Neurology. 2014;83 (1):56-64. doi: 10.1212/WNL.0000000000000537. PubMed PMID:24857926 PubMed Central PMC4114174.
  45. O'Connor, KL, Westover, MB, Phillips, MT, Iftimia, NA, Buckley, DA, Ogilvy, CS et al.. High risk for seizures following subarachnoid hemorrhage regardless of referral bias. Neurocrit Care. 2014;21 (3):476-82. doi: 10.1007/s12028-014-9974-y. PubMed PMID:24723663 PubMed Central PMC4878846.
  46. Greer, DM, Rosenthal, ES, Wu, O. Neuroprognostication of hypoxic-ischaemic coma in the therapeutic hypothermia era. Nat Rev Neurol. 2014;10 (4):190-203. doi: 10.1038/nrneurol.2014.36. PubMed PMID:24614515 .
  47. Boland, TA, McGuone, D, Jindal, J, Rocha, M, Cumming, M, Rupprecht, CE et al.. Phylogenetic and epidemiologic evidence of multiyear incubation in human rabies. Ann. Neurol. 2014;75 (1):155-60. doi: 10.1002/ana.24016. PubMed PMID:24038455 PubMed Central PMC4118733.
  48. Ferguson, M, Bianchi, MT, Sutter, R, Rosenthal, ES, Cash, SS, Kaplan, PW et al.. Calculating the risk benefit equation for aggressive treatment of non-convulsive status epilepticus. Neurocrit Care. 2013;18 (2):216-27. doi: 10.1007/s12028-012-9785-y. PubMed PMID:23065689 PubMed Central PMC3767472.
  49. Theisen-Toupal, J, Rosenthal, ES, Kelly, E, Zwicker, JI, Akuthota, P, Roberts, DH et al.. Pulmonary zygomycosis in a non-neutropenic patient with myelodysplastic syndrome on lenalidomide. Respir Care. 2012;57 (7):1175-7. doi: 10.4187/respcare.01346. PubMed PMID:22369887 .
  50. Rosenthal, ES. The utility of EEG, SSEP, and other neurophysiologic tools to guide neurocritical care. Neurotherapeutics. 2012;9 (1):24-36. doi: 10.1007/s13311-011-0101-x. PubMed PMID:22234455 PubMed Central PMC3271154.
  51. Rosenthal, ES, Bashan, E, Herman, WH, Hodish, I. The effort required to achieve and maintain optimal glycemic control. J. Diabetes Complicat. ;25 (5):283-8. doi: 10.1016/j.jdiacomp.2011.01.002. PubMed PMID:21367626 .
  52. Pervez, MA, Silva, G, Masrur, S, Betensky, RA, Furie, KL, Hidalgo, R et al.. Remote supervision of IV-tPA for acute ischemic stroke by telemedicine or telephone before transfer to a regional stroke center is feasible and safe. Stroke. 2010;41 (1):e18-24. doi: 10.1161/STROKEAHA.109.560169. PubMed PMID:19910552 PubMed Central PMC3383769.
  53. Sims, JR, Gharai, LR, Schaefer, PW, Vangel, M, Rosenthal, ES, Lev, MH et al.. ABC/2 for rapid clinical estimate of infarct, perfusion, and mismatch volumes. Neurology. 2009;72 (24):2104-10. doi: 10.1212/WNL.0b013e3181aa5329. PubMed PMID:19528517 PubMed Central PMC2697964.
  54. Rosenthal, ES, Schwamm, LH, Roccatagliata, L, Coutts, SB, Demchuk, AM, Schaefer, PW et al.. Role of recanalization in acute stroke outcome: rationale for a CT angiogram-based "benefit of recanalization" model. AJNR Am J Neuroradiol. 2008;29 (8):1471-5. doi: 10.3174/ajnr.A1153. PubMed PMID:18599577 .
  55. Schwamm, LH, Rosenthal, ES, Swap, CJ, Rosand, J, Rordorf, G, Buonanno, FS et al.. Hypoattenuation on CT angiographic source images predicts risk of intracerebral hemorrhage and outcome after intra-arterial reperfusion therapy. AJNR Am J Neuroradiol. 2005;26 (7):1798-803. . PubMed PMID:16091532 .
  56. Schwamm, LH, Rosenthal, ES, Hirshberg, A, Schaefer, PW, Little, EA, Kvedar, JC et al.. Virtual TeleStroke support for the emergency department evaluation of acute stroke. Acad Emerg Med. 2004;11 (11):1193-7. doi: 10.1197/j.aem.2004.08.014. PubMed PMID:15528584 .
  57. Nomura, T, Yabe, T, Rosenthal, ES, Krzan, M, Schwartz, JP. PSA-NCAM distinguishes reactive astrocytes in 6-OHDA-lesioned substantia nigra from those in the striatal terminal fields. J. Neurosci. Res. 2000;61 (6):588-96. doi: 10.1002/1097-4547(20000915)61:6<588::AID-JNR2>3.0.CO;2-M. PubMed PMID:10972955 .
  58. Tomashefski, JF Jr, Connors, AF Jr, Rosenthal, ES, Hsiue, IL. Peripheral vs central squamous cell carcinoma of the lung. A comparison of clinical features, histopathology, and survival. Arch. Pathol. Lab. Med. 1990;114 (5):468-74. . PubMed PMID:2334253 .
Search PubMed
  1. Ji, W, McKenna, C, Ochoa, A, Ramirez Batlle, H, Young, J, Zhang, Z et al.. Development and Assessment of Objective Surveillance Definitions for Nonventilator Hospital-Acquired Pneumonia. JAMA Netw Open. 2019;2 (10):e1913674. doi: 10.1001/jamanetworkopen.2019.13674. PubMed PMID:31626321 PubMed Central PMC6813588.
  2. Shenoy, ES, Ramsey, A. Carved in Stone with Consequences: Antibiotic Allergy Labels in Transplant Patients. Clin. Infect. Dis. 2019; :. doi: 10.1093/cid/ciz1028. PubMed PMID:31621837 .
  3. McLellan, S, Kortepeter, MG, Bhadelia, N, Shenoy, ES, Sauer, LM, Frank, MG et al.. Ebola in the DRC one year later - Boiling the frog?. Int. J. Infect. Dis. 2019;85 :212-213. doi: 10.1016/j.ijid.2019.07.014. PubMed PMID:31330320 .
  4. Shenoy, ES, Blumenthal, KG. Evaluation of Patients With a History of Penicillin Allergy-Reply. JAMA. 2019;321 (23):2367. doi: 10.1001/jama.2019.4542. PubMed PMID:31211341 .
  5. Wright, A, Rubins, D, Shenoy, ES, Wickner, PG, McEvoy, D, Wolfson, AR et al.. Clinical decision support improved allergy documentation of antibiotic test dose results. J Allergy Clin Immunol Pract. ;7 (8):2919-2921. doi: 10.1016/j.jaip.2019.04.052. PubMed PMID:31136821 PubMed Central PMC6842679.
  6. Blumenthal, KG, Shenoy, ES. Is My Child Allergic to Penicillin?. JAMA Pediatr. 2019;173 (7):708. doi: 10.1001/jamapediatrics.2019.1402. PubMed PMID:31135810 .
  7. Blumenthal, KG, Li, Y, Hsu, JT, Wolfson, AR, Berkowitz, DN, Carballo, VA et al.. Outcomes from an inpatient beta-lactam allergy guideline across a large US health system. Infect Control Hosp Epidemiol. 2019;40 (5):528-535. doi: 10.1017/ice.2019.50. PubMed PMID:30915929 PubMed Central PMC6536839.
  8. Kraft, CS, Kortepeter, MG, Gordon, B, Sauer, LM, Shenoy, ES, Eiras, DP et al.. The Special Pathogens Research Network: Enabling Research Readiness. Health Secur. ;17 (1):35-45. doi: 10.1089/hs.2018.0106. PubMed PMID:30779607 PubMed Central PMC6669031.
  9. Shenoy, ES, Macy, E, Rowe, T, Blumenthal, KG. Evaluation and Management of Penicillin Allergy: A Review. JAMA. 2019;321 (2):188-199. doi: 10.1001/jama.2018.19283. PubMed PMID:30644987 .
  10. Blumenthal, KG, Shenoy, ES. Am I Allergic to Penicillin?. JAMA. 2019;321 (2):216. doi: 10.1001/jama.2018.20470. PubMed PMID:30644984 .
  11. Shenoy, ES, Pierce, VM, Walters, MS, Moulton-Meissner, H, Lawsin, A, Lonsway, D et al.. Transmission of Mobile Colistin Resistance (mcr-1) by Duodenoscope. Clin. Infect. Dis. 2019;68 (8):1327-1334. doi: 10.1093/cid/ciy683. PubMed PMID:30204838 .
  12. Blumenthal, KG, Shenoy, ES. Reply to Vaisman et al. Clin. Infect. Dis. 2018;67 (12):1960-1961. doi: 10.1093/cid/ciy481. PubMed PMID:29878135 .
  13. Shenoy, ES, Rosenthal, ES, Shao, YP, Biswal, S, Ghanta, M, Ryan, EE et al.. Real-Time, Automated Detection of Ventilator-Associated Events: Avoiding Missed Detections, Misclassifications, and False Detections Due to Human Error. Infect Control Hosp Epidemiol. 2018;39 (7):826-833. doi: 10.1017/ice.2018.97. PubMed PMID:29769151 PubMed Central PMC6776240.
  14. Oh, J, Makar, M, Fusco, C, McCaffrey, R, Rao, K, Ryan, EE et al.. A Generalizable, Data-Driven Approach to Predict Daily Risk of Clostridium difficile Infection at Two Large Academic Health Centers. Infect Control Hosp Epidemiol. 2018;39 (4):425-433. doi: 10.1017/ice.2018.16. PubMed PMID:29576042 PubMed Central PMC6421072.
  15. Blumenthal, KG, Ryan, EE, Li, Y, Lee, H, Kuhlen, JL, Shenoy, ES et al.. The Impact of a Reported Penicillin Allergy on Surgical Site Infection Risk. Clin. Infect. Dis. 2018;66 (3):329-336. doi: 10.1093/cid/cix794. PubMed PMID:29361015 PubMed Central PMC5850334.
  16. Banach, DB, Johnston, BL, Al-Zubeidi, D, Bartlett, AH, Bleasdale, SC, Deloney, VM et al.. Outbreak Response and Incident Management: SHEA Guidance and Resources for Healthcare Epidemiologists in United States Acute-Care Hospitals. Infect Control Hosp Epidemiol. 2017;38 (12):1393-1419. doi: 10.1017/ice.2017.212. PubMed PMID:29187263 .
  17. Wiens, J, Shenoy, ES. Machine Learning for Healthcare: On the Verge of a Major Shift in Healthcare Epidemiology. Clin. Infect. Dis. 2018;66 (1):149-153. doi: 10.1093/cid/cix731. PubMed PMID:29020316 PubMed Central PMC5850539.
  18. Shenoy, ES, Lee, H, Ryan, EE, Hou, T, Walensky, RP, Ware, W et al.. A Discrete Event Simulation Model of Patient Flow in a General Hospital Incorporating Infection Control Policy for Methicillin-Resistant Staphylococcus Aureus (MRSA) and Vancomycin-Resistant Enterococcus (VRE). Med Decis Making. 2018;38 (2):246-261. doi: 10.1177/0272989X17713474. PubMed PMID:28662601 PubMed Central PMC5711633.
  19. Blumenthal, KG, Shenoy, ES, Wolfson, AR, Berkowitz, DN, Carballo, VA, Balekian, DS et al.. Addressing Inpatient Beta-Lactam Allergies: A Multihospital Implementation. J Allergy Clin Immunol Pract. ;5 (3):616-625.e7. doi: 10.1016/j.jaip.2017.02.019. PubMed PMID:28483315 PubMed Central PMC5484001.
  20. Blumenthal, KG, Wickner, PG, Hurwitz, S, Pricco, N, Nee, AE, Laskowski, K et al.. Tackling inpatient penicillin allergies: Assessing tools for antimicrobial stewardship. J. Allergy Clin. Immunol. 2017;140 (1):154-161.e6. doi: 10.1016/j.jaci.2017.02.005. PubMed PMID:28254470 PubMed Central PMC5496780.
  21. Blumenthal, KG, Shenoy, ES, Huang, M, Kuhlen, JL, Ware, WA, Parker, RA et al.. The Impact of Reporting a Prior Penicillin Allergy on the Treatment of Methicillin-Sensitive Staphylococcus aureus Bacteremia. PLoS ONE. 2016;11 (7):e0159406. doi: 10.1371/journal.pone.0159406. PubMed PMID:27438379 PubMed Central PMC4954694.
  22. Blumenthal, KG, Shenoy, ES. Editorial Commentary: Fortune Favors the Bold: Give a Beta-Lactam!. Clin. Infect. Dis. 2016;63 (7):911-3. doi: 10.1093/cid/ciw467. PubMed PMID:27402818 .
  23. Blumenthal, KG, Kuhlen, JL Jr, Weil, AA, Varughese, CA, Kubiak, DW, Banerji, A et al.. Adverse Drug Reactions Associated with Ceftaroline Use: A 2-Center Retrospective Cohort. J Allergy Clin Immunol Pract. ;4 (4):740-6. doi: 10.1016/j.jaip.2016.03.008. PubMed PMID:27130709 PubMed Central PMC4939098.
  24. Shenoy, ES, Lee, H, Hou, T, Ware, W, Ryan, EE, Hooper, DC et al.. The Impact of Methicillin-Resistant Staphylococcus aureus (MRSA) and Vancomycin-Resistant Enterococcus (VRE) Flags on Hospital Operations. Infect Control Hosp Epidemiol. 2016;37 (7):782-90. doi: 10.1017/ice.2016.54. PubMed PMID:27019995 PubMed Central PMC4920697.
  25. Shenoy, ES, Lai, PS, Shepard, JA, Kradin, RL. CASE RECORDS of the MASSACHUSETTS GENERAL HOSPITAL. Case 39-2015. A 22-Year-Old Man with Hypoxemia and Shock. N. Engl. J. Med. 2015;373 (25):2456-66. doi: 10.1056/NEJMcpc1507212. PubMed PMID:26672848 .
  26. Shenoy, ES, Lee, H, Cotter, JA, Ware, W, Kelbaugh, D, Weil, E et al.. Impact of rapid screening for discontinuation of methicillin-resistant Staphylococcus aureus contact precautions. Am J Infect Control. 2016;44 (2):215-21. doi: 10.1016/j.ajic.2015.08.019. PubMed PMID:26440593 PubMed Central PMC4728016.
  27. Biddinger, PD, Hooper, DC, Shenoy, ES, Bajwa, EK, Robbins, GK, Branda, JA et al.. CASE RECORDS of the MASSACHUSETTS GENERAL HOSPITAL. Case 28-2015. A 32-Year-Old Man with Fever, Headache, and Myalgias after Traveling from Liberia. N. Engl. J. Med. 2015;373 (11):1060-7. doi: 10.1056/NEJMcpc1503828. PubMed PMID:26352818 .
  28. Paras, ML, Shenoy, ES, Hsu, HE, Walensky, RP, Hooper, DC. Housestaff Knowledge Related to Urinary Catheter Use and Catheter-Associated Urinary Tract Infections. Infect Control Hosp Epidemiol. 2015;36 (11):1355-7. doi: 10.1017/ice.2015.189. PubMed PMID:26278269 PubMed Central PMC4615552.
  29. Blumenthal, KG, Shenoy, ES, Varughese, CA, Hurwitz, S, Hooper, DC, Banerji, A et al.. Impact of a clinical guideline for prescribing antibiotics to inpatients reporting penicillin or cephalosporin allergy. Ann. Allergy Asthma Immunol. 2015;115 (4):294-300.e2. doi: 10.1016/j.anai.2015.05.011. PubMed PMID:26070805 PubMed Central PMC4593731.
  30. Kuhlen, JL Jr, Blumenthal, KG, Sokol, CL, Balekian, DS, Weil, AA, Varughese, CA et al.. Ceftaroline desensitization procedure in a pregnant patient with multiple drug allergies. Open Forum Infect Dis. 2015;2 (1):ofv027. doi: 10.1093/ofid/ofv027. PubMed PMID:26034776 PubMed Central PMC4438906.
  31. Blumenthal, KG, Parker, RA, Shenoy, ES, Walensky, RP. Improving Clinical Outcomes in Patients With Methicillin-Sensitive Staphylococcus aureus Bacteremia and Reported Penicillin Allergy. Clin. Infect. Dis. 2015;61 (5):741-9. doi: 10.1093/cid/civ394. PubMed PMID:25991471 PubMed Central PMC4542891.
  32. Hsu, HE, Shenoy, ES, Kelbaugh, D, Ware, W, Lee, H, Zakroysky, P et al.. An electronic surveillance tool for catheter-associated urinary tract infection in intensive care units. Am J Infect Control. 2015;43 (6):592-9. doi: 10.1016/j.ajic.2015.02.019. PubMed PMID:25840717 PubMed Central PMC4457697.
  33. Blumenthal, KG, Shenoy, ES, Hurwitz, S, Varughese, CA, Hooper, DC, Banerji, A et al.. Effect of a drug allergy educational program and antibiotic prescribing guideline on inpatient clinical providers' antibiotic prescribing knowledge. J Allergy Clin Immunol Pract. ;2 (4):407-13. doi: 10.1016/j.jaip.2014.02.003. PubMed PMID:25017528 PubMed Central PMC4309264.
  34. Youngster, I, Shenoy, ES, Hooper, DC, Nelson, SB. Comparative evaluation of the tolerability of cefazolin and nafcillin for treatment of methicillin-susceptible Staphylococcus aureus infections in the outpatient setting. Clin. Infect. Dis. 2014;59 (3):369-75. doi: 10.1093/cid/ciu301. PubMed PMID:24785233 PubMed Central PMC4110443.
  35. Shenoy, ES, Paras, ML, Noubary, F, Walensky, RP, Hooper, DC. Natural history of colonization with methicillin-resistant Staphylococcus aureus (MRSA) and vancomycin-resistant Enterococcus (VRE): a systematic review. BMC Infect. Dis. 2014;14 :177. doi: 10.1186/1471-2334-14-177. PubMed PMID:24678646 PubMed Central PMC4230428.
  36. Blumenthal, KG, Youngster, I, Shenoy, ES, Banerji, A, Nelson, SB. Tolerability of cefazolin after immune-mediated hypersensitivity reactions to nafcillin in the outpatient setting. Antimicrob. Agents Chemother. 2014;58 (6):3137-43. doi: 10.1128/AAC.02504-13. PubMed PMID:24637693 PubMed Central PMC4068447.
  37. Shenoy, ES, Noubary, F, Kim, J, Rosenberg, ES, Cotter, JA, Lee, H et al.. Concordance of PCR and culture from nasal swabs for detection of methicillin-resistant Staphylococcus aureus in a setting of concurrent antistaphylococcal antibiotics. J. Clin. Microbiol. 2014;52 (4):1235-7. doi: 10.1128/JCM.02972-13. PubMed PMID:24452168 PubMed Central PMC3993487.
  38. Shenoy, ES, Kim, J, Rosenberg, ES, Cotter, JA, Lee, H, Walensky, RP et al.. Discontinuation of contact precautions for methicillin-resistant staphylococcus aureus: a randomized controlled trial comparing passive and active screening with culture and polymerase chain reaction. Clin. Infect. Dis. 2013;57 (2):176-84. doi: 10.1093/cid/cit206. PubMed PMID:23572482 PubMed Central PMC3689342.
  39. Shenoy, ES, Hsu, H, Noubary, F, Hooper, DC, Walensky, RP. National survey of infection preventionists: policies for discontinuation of contact precautions for methicillin-resistant Staphylococcus aureus and vancomycin-resistant enterococcus. Infect Control Hosp Epidemiol. 2012;33 (12):1272-5. doi: 10.1086/668427. PubMed PMID:23143372 PubMed Central PMC3496276.
  40. Shenoy, ES, Walensky, RP, Lee, H, Orcutt, B, Hooper, DC. Resource burden associated with contact precautions for methicillin-resistant Staphylococcus aureus and vancomycin-resistant Enterococcus: the patient access managers' perspective. Infect Control Hosp Epidemiol. 2012;33 (8):849-52. doi: 10.1086/666629. PubMed PMID:22759555 PubMed Central PMC3461826.
  41. Shenoy, ES, Mylonakis, E, Hurtado, RM, Venna, N. Natalizumab and HSV meningitis. J. Neurovirol. 2011;17 (3):288-90. doi: 10.1007/s13365-011-0027-4. PubMed PMID:21487835 PubMed Central PMC3105891.
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