Harvard Catalyst Profiles

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Michael Brandon Westover, M.D.,Ph.D.

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Research
The research activities and funding listed below are automatically derived from NIH ExPORTER and other sources, which might result in incorrect or missing items. Faculty can login to make corrections and additions.
  1. RF1NS120947 (WESTOVER, MICHAEL BRANDON) May 1, 2021 - Apr 30, 2024
    NIH
    Establishing a Brain Health Index from the Sleep Electroencephalogram
    Role: Principal Investigator
  2. R01NS107291 (WESTOVER, MICHAEL BRANDON) Sep 1, 2018 - May 31, 2023
    NIH
    Big Data and Deep Learning for the Interictal-Ictal-Injury Continuum
    Role: Principal Investigator
  3. R01NS102190 (WESTOVER, MICHAEL BRANDON) Apr 1, 2018 - Mar 31, 2023
    NIH
    Investigation of Sleep in the Intensive Care Unit (ICU-SLEEP)
    Role: Principal Investigator
  4. K23NS090900 (WESTOVER, MICHAEL BRANDON) Sep 1, 2014 - Jun 30, 2019
    NIH
    Quantitative Monitoring and Control of Sedation and Pain in the ICU Environment
    Role: Principal Investigator

Bibliographic
Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Faculty can login to make corrections and additions.
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PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
  1. Jing J, Ge W, Struck AF, Fernandes MB, Hong S, An S, Fatima S, Herlopian A, Karakis I, Halford JJ, Ng MC, Johnson EL, Appavu BL, Sarkis RA, Osman G, Kaplan PW, Dhakar MB, Jayagopal LA, Sheikh Z, Taraschenko O, Schmitt S, Haider HA, Kim JA, Swisher CB, Gaspard N, Cervenka MC, Rodriguez Ruiz AA, Lee JW, Tabaeizadeh M, Gilmore EJ, Nordstrom K, Yoo JY, Holmes MG, Herman ST, Williams JA, Pathmanathan J, Nascimento FA, Fan Z, Nasiri S, Shafi MM, Cash SS, Hoch DB, Cole AJ, Rosenthal ES, Zafar SF, Sun J, Westover MB. Interrater Reliability of Expert Electroencephalographers Identifying Seizures and Rhythmic and Periodic Patterns in Electroencephalograms. Neurology. 2022 Dec 02. PMID: 36460472.
    Citations:    Fields:    
  2. Ye EM, Sun H, Krishnamurthy PV, Adra N, Ganglberger W, Thomas RJ, Lam AD, Westover MB. Dementia Detection from Brain Activity During Sleep. Sleep. 2022 Nov 30. PMID: 36448766.
    Citations:    Fields:    
  3. Jones DK, Eckhardt CA, Sun H, Tesh RA, Malik P, Quadri S, Firme MS, van Sleuwen M, Jain A, Fan Z, Jing J, Ge W, Nascimento FA, Sheikh IS, Jacobson C, Frigault M, Kimchi EY, Cash SS, Lee JW, Dietrich J, Westover MB. EEG-based grading of immune effector cell-associated neurotoxicity syndrome. Sci Rep. 2022 Nov 21; 12(1):20011. PMID: 36414694; PMCID: PMC9681864.
    Citations:    Fields:    Translation:Humans
  4. Goldenholz DM, Westover MB. Flexible realistic simulation of seizure occurrence recapitulating statistical properties of seizure diaries. Epilepsia. 2022 Nov 19. PMID: 36401798.
    Citations:    Fields:    
  5. Amidi Y, Eckhardt CA, Quadri SA, Malik P, Firme MS, Jones DK, Jain A, Danish HH, Rubin DB, Jacobson CA, Cash SS, Lee JW, Dietrich J, Westover MB. Forecasting immune effector cell-associated neurotoxicity syndrome after chimeric antigen receptor t-cell therapy. J Immunother Cancer. 2022 11; 10(11). PMID: 36450377; PMCID: PMC9716920.
    Citations:    Fields:    Translation:Humans
  6. Chen Y, Li S, Ge W, Jing J, Chen HY, Doherty D, Herman A, Kaleem S, Ding K, Osman G, Swisher CB, Smith C, Maciel CB, Alkhachroum A, Lee JW, Dhakar MB, Gilmore EJ, Sivaraju A, Hirsch LJ, Omay SB, Blumenfeld H, Sheth KN, Struck AF, Edlow BL, Westover MB, Kim JA. Quantitative epileptiform burden and electroencephalography background features predict post-traumatic epilepsy. J Neurol Neurosurg Psychiatry. 2022 Oct 14. PMID: 36241423.
    Citations:    Fields:    
  7. Song JL, Westover MB, Zhang R. A mechanistic model of calcium homeostasis leading to occurrence and propagation of secondary brain injury. J Neurophysiol. 2022 11 01; 128(5):1168-1180. PMID: 36197012; PMCID: PMC9621713.
    Citations:    Fields:    Translation:Humans
  8. Nascimento FA, Jing J, Strowd R, Sheikh IS, Weber D, Gavvala JR, Maheshwari A, Tanner A, Ng M, Vinayan KP, Sinha SR, Yacubian EM, Rao VR, Perry MS, Fountain NB, Karakis I, Wirrell E, Yuan F, Friedman D, Tankisi H, Rampp S, Fasano R, Wilmshurst JM, O'Donovan C, Schomer D, Kaplan PW, Sperling MR, Benbadis S, Westover MB, Beniczky S. Competency-based EEG education: a list of "must-know" EEG findings for adult and child neurology residents Epileptic Disord. 2022 10 01; 24(5):979-982. PMID: 35904042.
    Citations:    Fields:    
  9. Nascimento FA, Jing J, Beniczky S, Olandoski M, Benbadis SR, Cole AJ, Westover MB. EEG reading with or without clinical information - a real-world practice study. Neurophysiol Clin. 2022 Oct; 52(5):394-397. PMID: 36127207.
    Citations:    Fields:    Translation:Humans
  10. Noori A, Magdamo C, Liu X, Tyagi T, Li Z, Kondepudi A, Alabsi H, Rudmann E, Wilcox D, Brenner L, Robbins GK, Moura L, Zafar S, Benson NM, Hsu J, R Dickson J, Serrano-Pozo A, Hyman BT, Blacker D, Westover MB, Mukerji SS, Das S. Development and Evaluation of a Natural Language Processing Annotation Tool to Facilitate Phenotyping of Cognitive Status in Electronic Health Records: Diagnostic Study. J Med Internet Res. 2022 08 30; 24(8):e40384. PMID: 36040790; PMCID: PMC9472045.
    Citations:    Fields:    Translation:Humans
  11. Fernandes M, Donahue MA, Hoch D, Cash S, Zafar S, Jacobs C, Hosford M, Voinescu PE, Fureman B, Buchhalter J, McGraw CM, Westover MB, Moura LMVR. A replicable, open-source, data integration method to support national practice-based research & quality improvement systems. Epilepsy Res. 2022 10; 186:107013. PMID: 35994859.
    Citations:    Fields:    Translation:Humans
  12. Bucklin AA, Ganglberger W, Quadri SA, Tesh RA, Adra N, Da Silva Cardoso M, Leone MJ, Krishnamurthy PV, Hemmige A, Rajan S, Panneerselvam E, Paixao L, Higgins J, Ayub MA, Shao YP, Ye EM, Coughlin B, Sun H, Cash SS, Thompson BT, Akeju O, Kuller D, Thomas RJ, Westover MB. High prevalence of sleep-disordered breathing in the intensive care unit - a cross-sectional study. Sleep Breath. 2022 Aug 16. PMID: 35971023.
    Citations:    Fields:    
  13. Torres-Lopez VM, Rovenolt GE, Olcese AJ, Garcia GE, Chacko SM, Robinson A, Gaiser E, Acosta J, Herman AL, Kuohn LR, Leary M, Soto AL, Zhang Q, Fatima S, Falcone GJ, Payabvash MS, Sharma R, Struck AF, Sheth KN, Westover MB, Kim JA. Development and Validation of a Model to Identify Critical Brain Injuries Using Natural Language Processing of Text Computed Tomography Reports. JAMA Netw Open. 2022 08 01; 5(8):e2227109. PMID: 35972739; PMCID: PMC9382443.
    Citations: 1     Fields:    Translation:Humans
  14. Amorim E, Westover MB. Reply to "Continuous EEG in patients with extracorporeal membrane oxygenation support: Clinical need in multidisciplinary collaboration and standardized monitoring". Clin Neurophysiol. 2022 10; 142:275-276. PMID: 35933303.
    Citations:    Fields:    Translation:Humans
  15. Brink-Kjaer A, Leary EB, Sun H, Westover MB, Stone KL, Peppard PE, Lane NE, Cawthon PM, Redline S, Jennum P, Sorensen HBD, Mignot E. Age estimation from sleep studies using deep learning predicts life expectancy. NPJ Digit Med. 2022 Jul 22; 5(1):103. PMID: 35869169; PMCID: PMC9307657.
    Citations:    
  16. McLaren JR, Jing J, Westover MB, Nascimento FA. Journal Club: Criteria for Defining Interictal Epileptiform Discharges in EEG. Neurology. 2022 Jul 19. PMID: 35853743; PMCID: PMC9519249.
    Citations:    Fields:    
  17. Ge W, Alabsi H, Jain A, Ye E, Sun H, Fernandes M, Magdamo C, Tesh RA, Collens SI, Newhouse A, Mvr Moura L, Zafar S, Hsu J, Akeju O, Robbins GK, Mukerji SS, Das S, Westover MB. Identifying Patients With Delirium Based on Unstructured Clinical Notes: Observational Study. JMIR Form Res. 2022 Jun 24; 6(6):e33834. PMID: 35749214; PMCID: PMC9270709.
    Citations:    
  18. Sanches PR, Tabaeizadeh M, Moura LMVR, Rosenthal ES, Caboclo LO, Hsu J, Patorno E, Westover MB, Zafar SF. Anti-seizure medication treatment and outcomes in acute ischemic stroke patients undergoing continuous EEG monitoring. Neurol Sci. 2022 Sep; 43(9):5441-5449. PMID: 35713732.
    Citations:    Fields:    
  19. Hanidziar D, Westover MB. Monitoring of sedation in mechanically ventilated patients using remote technology. Curr Opin Crit Care. 2022 06 01; 28(3):360-366. PMID: 35653256; PMCID: PMC9434805.
    Citations:    Fields:    Translation:Humans
  20. Harid NM, Jing J, Hogan J, Nascimento FA, Ouyang A, Zheng WL, Ge W, Zafar SF, Kim JA, Alice DL, Herlopian A, Maus D, Karakis I, Ng M, Hong S, Yu Z, Kaplan PW, Cash S, Shafi M, Martz G, Halford JJ, Westover MB. Measuring expertise in identifying interictal epileptiform discharges. Epileptic Disord. 2022 Jun 01; 24(3):496-506. PMID: 35770748; PMCID: PMC9340812.
    Citations:    Fields:    Translation:Humans
  21. Abou Jaoude M, Jacobs CS, Sarkis RA, Jing J, Pellerin KR, Cole AJ, Cash SS, Westover MB, Lam AD. Noninvasive Detection of Hippocampal Epileptiform Activity on Scalp Electroencephalogram. JAMA Neurol. 2022 06 01; 79(6):614-622. PMID: 35499837; PMCID: PMC9062772.
    Citations:    Fields:    Translation:Humans
  22. Nassi TE, Ganglberger W, Sun H, Bucklin AA, Biswal S, van Putten MJAM, Thomas RJ, Westover MB. Automated Scoring of Respiratory Events in Sleep With a Single Effort Belt and Deep Neural Networks. IEEE Trans Biomed Eng. 2022 06; 69(6):2094-2104. PMID: 34928786; PMCID: PMC9119908.
    Citations:    Fields:    Translation:Humans
  23. Amorim E, Firme MS, Zheng WL, Shelton KT, Akeju O, Cudemus G, Yuval R, Westover MB. High incidence of epileptiform activity in adults undergoing extracorporeal membrane oxygenation. Clin Neurophysiol. 2022 08; 140:4-11. PMID: 35691268; PMCID: PMC9340813.
    Citations:    Fields:    Translation:Humans
  24. Waldrop G, Safavynia SA, Barra ME, Agarwal S, Berlin DA, Boehme AK, Brodie D, Choi JM, Doyle K, Fins JJ, Ganglberger W, Hoffman K, Mittel AM, Roh D, Mukerji SS, Der Nigoghossian C, Park S, Schenck EJ, Salazar-Schicchi J, Shen Q, Sholle E, Velazquez AG, Walline MC, Westover MB, Brown EN, Victor J, Edlow BL, Schiff ND, Claassen J. Prolonged Unconsciousness is Common in COVID-19 and Associated with Hypoxemia. Ann Neurol. 2022 06; 91(6):740-755. PMID: 35254675; PMCID: PMC9082460.
    Citations: 1     Fields:    Translation:Humans
  25. Zheng WL, Amorim E, Jing J, Wu O, Ghassemi M, Lee JW, Sivaraju A, Pang T, Herman ST, Gaspard N, Ruijter BJ, Tjepkema-Cloostermans MC, Hofmeijer J, van Putten MJAM, Westover MB. Predicting Neurological Outcome From Electroencephalogram Dynamics in Comatose Patients After Cardiac Arrest With Deep Learning. IEEE Trans Biomed Eng. 2022 05; 69(5):1813-1825. PMID: 34962860; PMCID: PMC9087641.
    Citations:    Fields:    Translation:Humans
  26. Nascimento FA, McLaren JR, Westover MB, Zafar SF, Stufflebeam SM. Teaching NeuroImage: Sturge-Weber Syndrome in an Adult. Neurology. 2022 05 10; 98(19):814-815. PMID: 35410908; PMCID: PMC9141624.
    Citations:    Fields:    Translation:Humans
  27. Adra N, Sun H, Ganglberger W, Ye EM, Dümmer LW, Tesh RA, Westmeijer M, Cardoso MDS, Kitchener E, Ouyang A, Salinas J, Rosand J, Cash SS, Thomas RJ, Westover MB. Optimal spindle detection parameters for predicting cognitive performance. Sleep. 2022 04 11; 45(4). PMID: 34984446; PMCID: PMC8996023.
    Citations:    Fields:    Translation:Humans
  28. Singh NM, Harrod JB, Subramanian S, Robinson M, Chang K, Cetin-Karayumak S, Dalca AV, Eickhoff S, Fox M, Franke L, Golland P, Haehn D, Iglesias JE, O'Donnell LJ, Ou Y, Rathi Y, Siddiqi SH, Sun H, Westover MB, Whitfield-Gabrieli S, Gollub RL. How Machine Learning is Powering Neuroimaging to Improve Brain Health. Neuroinformatics. 2022 Oct; 20(4):943-964. PMID: 35347570; PMCID: PMC9515245.
    Citations:    Fields:    
  29. Kural MA, Jing J, Fürbass F, Perko H, Qerama E, Johnsen B, Fuchs S, Westover MB, Beniczky S. Accurate identification of EEG recordings with interictal epileptiform discharges using a hybrid approach: Artificial intelligence supervised by human experts. Epilepsia. 2022 05; 63(5):1064-1073. PMID: 35184276; PMCID: PMC9148170.
    Citations:    Fields:    Translation:Humans
  30. Ng MC, Westover MB. Decoding the Spectrogram Rainbow. J Clin Neurophysiol. 2022 03 01; 39(3):176. PMID: 34510094; PMCID: PMC8901547.
    Citations:    Fields:    
  31. Baang HY, Chen HY, Herman AL, Gilmore EJ, Hirsch LJ, Sheth KN, Petersen NH, Zafar SF, Rosenthal ES, Westover MB, Kim JA. The Utility of Quantitative EEG in Detecting Delayed Cerebral Ischemia After Aneurysmal Subarachnoid Hemorrhage. J Clin Neurophysiol. 2022 03 01; 39(3):207-215. PMID: 34510093; PMCID: PMC8901442.
    Citations:    Fields:    Translation:Humans
  32. Ng MC, Jing J, Westover MB. A Primer on EEG Spectrograms. J Clin Neurophysiol. 2022 03 01; 39(3):177-183. PMID: 34510095; PMCID: PMC8901534.
    Citations:    Fields:    Translation:Humans
  33. Kulpanowski AM, Copen WA, Hancock BL, Rosenthal ES, Schoenfeld DA, Dodelson JA, Edlow BL, Kimberly WT, Amorim E, Westover MB, Ning MM, Schaefer PW, Malhotra R, Giacino JT, Greer DM, Wu O. Severe cerebral edema in substance-related cardiac arrest patients. Resuscitation. 2022 04; 173:103-111. PMID: 35149137; PMCID: PMC9282938.
    Citations:    Fields:    Translation:Humans
  34. Salami P, Borzello M, Kramer MA, Westover MB, Cash SS. Quantifying seizure termination patterns reveals limited pathways to seizure end. Neurobiol Dis. 2022 04; 165:105645. PMID: 35104646; PMCID: PMC8860887.
    Citations: 1     Fields:    Translation:Humans
  35. Sheikh Z, Selioutski O, Taraschenko O, Gilmore EJ, Westover MB, Cohen AB. Systematic Evaluation of Research Priorities in Critical Care Electroencephalography. J Clin Neurophysiol. 2022 Jan 20. PMID: 35066530; PMCID: PMC9296700.
    Citations:    Fields:    
  36. Tesh RA, Sun H, Jing J, Westmeijer M, Neelagiri A, Rajan S, Krishnamurthy PV, Sikka P, Quadri SA, Leone MJ, Paixao L, Panneerselvam E, Eckhardt C, Struck AF, Kaplan PW, Akeju O, Jones D, Kimchi EY, Westover MB. VE-CAM-S: Visual EEG-Based Grading of Delirium Severity and Associations With Clinical Outcomes. Crit Care Explor. 2022 Jan; 4(1):e0611. PMID: 35072078; PMCID: PMC8769081.
    Citations:    
  37. Harid NM, Jing J, Hogan J, Nascimento FA, Ouyang A, Zheng WL, Ge W, Zafar SF, Kim JA, Lam AD, Herlopian A, Maus D, Karakis I, Ng M, Hong S, Zhu Y, Kaplan PW, Cash S, Shafi M, Martz G, Halford JJ, Westover MB. Measuring expertise in identifying interictal epileptiform discharges. Epileptic Disord. 2022 Jan 14. PMID: 35031528.
    Citations:    Fields:    
  38. van Sleuwen M, Sun H, Eckhardt C, Neelagiri A, Tesh RA, Westmeijer M, Paixao L, Rajan S, Velpula Krishnamurthy P, Sikka P, Leone MJ, Panneerselvam E, Quadri SA, Akeju O, Kimchi EY, Westover MB. Physiological Assessment of Delirium Severity: The Electroencephalographic Confusion Assessment Method Severity Score (E-CAM-S). Crit Care Med. 2022 01 01; 50(1):e11-e19. PMID: 34582420; PMCID: PMC8678335.
    Citations: 1     Fields:    Translation:Humans
  39. Paixao L, Sun H, Hogan J, Hartnack K, Westmeijer M, Neelagiri A, Zhou DW, McClain LM, Kimchi EY, Purdon PL, Akeju O, Westover MB. ICU delirium burden predicts functional neurologic outcomes. PLoS One. 2021; 16(12):e0259840. PMID: 34855749; PMCID: PMC8638853.
    Citations:    Fields:    Translation:Humans
  40. Magdamo CG, Hong ZM, Noori A, Sheu YH, Deodhar M, Ye EM, Ge W, Sun H, Brenner L, Robbins GK, Mukerji S, Zafar SF, Benson N, Moura LMV, Hsu J, Arnold SE, Hyman BT, Serrano-Pozo A, Westover MB, Blacker D, Das S. Active deep learning to detect cognitive concerns in electronic health records. Alzheimers Dement. 2021 Dec; 17 Suppl 11:e055362. PMID: 34971026.
    Citations:    Fields:    
  41. Chen HY, Elmer J, Zafar SF, Ghanta M, Moura Junior V, Rosenthal ES, Gilmore EJ, Hirsch LJ, Zaveri HP, Sheth KN, Petersen NH, Westover MB, Kim JA. Combining Transcranial Doppler and EEG Data to Predict Delayed Cerebral Ischemia After Subarachnoid Hemorrhage. Neurology. 2022 02 01; 98(5):e459-e469. PMID: 34845057; PMCID: PMC8826465.
    Citations: 2     Fields:    Translation:Humans
  42. Zafar SF, Rosenthal ES, Postma EN, Sanches P, Ayub MA, Rajan S, Kim JA, Rubin DB, Lee H, Patel AB, Hsu J, Patorno E, Westover MB. Antiseizure Medication Treatment and Outcomes in Patients with Subarachnoid Hemorrhage Undergoing Continuous EEG Monitoring. Neurocrit Care. 2022 06; 36(3):857-867. PMID: 34843082; PMCID: PMC9117405.
    Citations:    Fields:    Translation:Humans
  43. Amerineni R, Sun H, Lee H, Hsu J, Patorno E, Westover MB, Zafar SF. Using electronic health data to explore effectiveness of ICU EEG and anti-seizure treatment. Ann Clin Transl Neurol. 2021 12; 8(12):2270-2279. PMID: 34802196; PMCID: PMC8670316.
    Citations:    Fields:    Translation:Humans
  44. Nascimento FA, Jing J, Beniczky S, Benbadis SR, Gavvala JR, Yacubian EMT, Wiebe S, Rampp S, van Putten MJAM, Tripathi M, Cook MJ, Kaplan PW, Tatum WO, Trinka E, Cole AJ, Westover MB. One EEG, one read - A manifesto towards reducing interrater variability among experts. Clin Neurophysiol. 2022 01; 133:68-70. PMID: 34814017; PMCID: PMC8926459.
    Citations: 1     Fields:    Translation:Humans
  45. Zheng WL, Amorim E, Jing J, Ge W, Hong S, Wu O, Ghassemi M, Lee JW, Sivaraju A, Pang T, Herman ST, Gaspard N, Ruijter BJ, Sun J, Tjepkema-Cloostermans MC, Hofmeijer J, van Putten MJAM, Westover MB. Predicting neurological outcome in comatose patients after cardiac arrest with multiscale deep neural networks. Resuscitation. 2021 12; 169:86-94. PMID: 34699925; PMCID: PMC8692444.
    Citations:    Fields:    Translation:Humans
  46. Ong CS, Reinertsen E, Sun H, Moonsamy P, Mohan N, Funamoto M, Kaneko T, Shekar PS, Schena S, Lawton JS, D'Alessandro DA, Westover MB, Aguirre AD, Sundt TM. Prediction of operative mortality for patients undergoing cardiac surgical procedures without established risk scores. J Thorac Cardiovasc Surg. 2021 Sep 14. PMID: 34607725; PMCID: PMC8918430.
    Citations: 1     Fields:    
  47. Jones FJS, Sanches PR, Smith JR, Zafar SF, Blacker D, Hsu J, Schwamm LH, Newhouse JP, Westover MB, Moura LMVR. Seizure Prophylaxis After Spontaneous Intracerebral Hemorrhage. JAMA Neurol. 2021 09 01; 78(9):1128-1136. PMID: 34309642; PMCID: PMC8314179.
    Citations:    Fields:    Translation:Humans
  48. Ligtenstein S, Song J, Jin J, Sun H, Paixao L, Zafar S, Westover MB. Do Triphasic Waves and Nonconvulsive Status Epilepticus Arise From Similar Mechanisms? A Computational Model. J Clin Neurophysiol. 2021 Sep 01; 38(5):366-375. PMID: 34155185; PMCID: PMC8429048.
    Citations: 1     Fields:    Translation:Humans
  49. Ganglberger W, Bucklin AA, Tesh RA, Da Silva Cardoso M, Sun H, Leone MJ, Paixao L, Panneerselvam E, Ye EM, Thompson BT, Akeju O, Kuller D, Thomas RJ, Westover MB. Sleep apnea and respiratory anomaly detection from a wearable band and oxygen saturation. Sleep Breath. 2022 09; 26(3):1033-1044. PMID: 34409545; PMCID: PMC8854446.
    Citations:    Fields:    
  50. Leone MJ, Sun H, Boutros CL, Liu L, Ye E, Sullivan L, Thomas RJ, Robbins GK, Mukerji SS, Westover MB. HIV increases sleep-based brain age despite antiretroviral therapy. Sleep. 2021 08 13; 44(8). PMID: 33783511; PMCID: PMC8361332.
    Citations: 2     Fields:    Translation:Humans
  51. Zafar SF, Rosenthal ES, Jing J, Ge W, Tabaeizadeh M, Aboul Nour H, Shoukat M, Sun H, Javed F, Kassa S, Edhi M, Bordbar E, Gallagher J, Moura V, Ghanta M, Shao YP, An S, Sun J, Cole AJ, Westover MB. Automated Annotation of Epileptiform Burden and Its Association with Outcomes. Ann Neurol. 2021 08; 90(2):300-311. PMID: 34231244; PMCID: PMC8516549.
    Citations: 1     Fields:    Translation:Humans
  52. Moura Junior V, Westover MB, Li F, Kimchi E, Kennedy M, Benson NM, Moura LM, Hsu J. Hospital complications among older adults: Better processes could reduce the risk of delirium. Health Serv Manage Res. 2022 08; 35(3):154-163. PMID: 34247525; PMCID: PMC8748518.
    Citations:    Fields:    Translation:Humans
  53. Song JL, Kim JA, Struck AF, Zhang R, Westover MB. A model of metabolic supply-demand mismatch leading to secondary brain injury. J Neurophysiol. 2021 08 01; 126(2):653-667. PMID: 34232754; PMCID: PMC8815783.
    Citations:    Fields:    Translation:Humans
  54. Li Q, Westover MB, Zhang R, Chu CJ. Computational Evidence for a Competitive Thalamocortical Model of Spikes and Spindle Activity in Rolandic Epilepsy. Front Comput Neurosci. 2021; 15:680549. PMID: 34220477.
    Citations: 1     
  55. Jones FJS, Sanches PR, Smith JR, Zafar SF, Hernandez-Diaz S, Blacker D, Hsu J, Schwamm LH, Westover MB, Moura LMVR. Anticonvulsant Primary and Secondary Prophylaxis for Acute Ischemic Stroke Patients: A Decision Analysis. Stroke. 2021 08; 52(9):2782-2791. PMID: 34126758; PMCID: PMC8384723.
    Citations:    Fields:    Translation:HumansPHPublic Health
  56. Yang JC, Harid NM, Nascimento FA, Kokkinos V, Shaughnessy A, Lam AD, Westover MB, Leslie-Mazwi TM, Hochberg LR, Rosenthal ES, Cole AJ, Richardson RM, Cash SS. Responsive neurostimulation for focal motor status epilepticus. Ann Clin Transl Neurol. 2021 06; 8(6):1353-1361. PMID: 33955717; PMCID: PMC8164849.
    Citations:    Fields:    Translation:Humans
  57. Mukerji SS, Das S, Alabsi H, Brenner LN, Jain A, Magdamo C, Collens SI, Ye E, Keller K, Boutros CL, Leone MJ, Newhouse A, Foy B, Li MD, Lang M, Anahtar MN, Shao YP, Ge W, Sun H, Triant VA, Kalpathy-Cramer J, Higgins J, Rosand J, Robbins GK, Westover MB. Prolonged Intubation in Patients With Prior Cerebrovascular Disease and COVID-19. Front Neurol. 2021; 12:642912. PMID: 33897598.
    Citations: 3     
  58. Oppersma E, Ganglberger W, Sun H, Thomas RJ, Westover MB. Algorithm for automatic detection of self-similarity and prediction of residual central respiratory events during continuous positive airway pressure. Sleep. 2021 04 09; 44(4). PMID: 33057718.
    Citations: 2     Fields:    Translation:Humans
  59. Lin L, Al-Faraj A, Ayub N, Bravo P, Das S, Ferlini L, Karakis I, Lee JW, Mukerji SS, Newey CR, Pathmanathan J, Abdennadher M, Casassa C, Gaspard N, Goldenholz DM, Gilmore EJ, Jing J, Kim JA, Kimchi EY, Ladha HS, Tobochnik S, Zafar S, Hirsch LJ, Westover MB, Shafi MM. Electroencephalographic Abnormalities are Common in COVID-19 and are Associated with Outcomes. Ann Neurol. 2021 05; 89(5):872-883. PMID: 33704826.
    Citations: 10     Fields:    Translation:Humans
  60. Kim JA, Zheng WL, Elmer J, Jing J, Zafar SF, Ghanta M, Moura V, Gilmore EJ, Hirsch LJ, Patel A, Rosenthal E, Westover MB. High epileptiform discharge burden predicts delayed cerebral ischemia after subarachnoid hemorrhage. Clin Neurophysiol. 2022 09; 141:139-146. PMID: 33812771; PMCID: PMC8429508.
    Citations:    Fields:    
  61. Gaspard N, Westover MB, Hirsch LJ. Assessment of a Study of Continuous vs Repeat-Spot Electroencephalography in Patients With Critical Illness. JAMA Neurol. 2021 03 01; 78(3):369. PMID: 33523103.
    Citations: 1     Fields:    Translation:Humans
  62. Ozdemir RA, Tadayon E, Boucher P, Sun H, Momi D, Ganglberger W, Westover MB, Pascual-Leone A, Santarnecchi E, Shafi MM. Cortical responses to noninvasive perturbations enable individual brain fingerprinting. Brain Stimul. 2021 Mar-Apr; 14(2):391-403. PMID: 33588105.
    Citations: 3     Fields:    Translation:Humans
  63. Fernandes M, Sun H, Jain A, Alabsi HS, Brenner LN, Ye E, Ge W, Collens SI, Leone MJ, Das S, Robbins GK, Mukerji SS, Westover MB. Classification of the Disposition of Patients Hospitalized with COVID-19: Reading Discharge Summaries Using Natural Language Processing. JMIR Med Inform. 2021 Feb 10; 9(2):e25457. PMID: 33449908.
    Citations: 2     
  64. Lissak IA, Locascio JJ, Zafar SF, Schleicher RL, Patel AB, Leslie-Mazwi T, Stapleton CJ, Koch MJ, Kim JA, Anderson K, Rosand J, Westover MB, Kimberly WT, Rosenthal ES. Electroencephalography, Hospital Complications, and Longitudinal Outcomes After Subarachnoid Hemorrhage. Neurocrit Care. 2021 10; 35(2):397-408. PMID: 33483913; PMCID: PMC7822587.
    Citations: 2     Fields:    Translation:Humans
  65. Janocko NJ, Jing J, Fan Z, Teagarden DL, Villarreal HK, Morton ML, Groover O, Loring DW, Drane DL, Westover MB, Karakis I. DDESVSFS: A simple, rapid and comprehensive screening tool for the Differential Diagnosis of Epileptic Seizures VS Functional Seizures. Epilepsy Res. 2021 03; 171:106563. PMID: 33517166; PMCID: PMC8092190.
    Citations: 1     Fields:    Translation:Humans
  66. Kramer MA, Stoyell SM, Chinappen D, Ostrowski LM, Spencer ER, Morgan AK, Emerton BC, Jing J, Westover MB, Eden UT, Stickgold R, Manoach DS, Chu CJ. Focal Sleep Spindle Deficits Reveal Focal Thalamocortical Dysfunction and Predict Cognitive Deficits in Sleep Activated Developmental Epilepsy. J Neurosci. 2021 02 24; 41(8):1816-1829. PMID: 33468567.
    Citations: 6     Fields:    Translation:Humans
  67. Conklin J, Frosch MP, Mukerji SS, Rapalino O, Maher MD, Schaefer PW, Lev MH, Gonzalez RG, Das S, Champion SN, Magdamo C, Sen P, Harrold GK, Alabsi H, Normandin E, Shaw B, Lemieux JE, Sabeti PC, Branda JA, Brown EN, Westover MB, Huang SY, Edlow BL. Susceptibility-weighted imaging reveals cerebral microvascular injury in severe COVID-19. J Neurol Sci. 2021 02 15; 421:117308. PMID: 33497950.
    Citations: 23     Fields:    Translation:HumansCTClinical Trials
  68. Sun H, Jain A, Leone MJ, Alabsi HS, Brenner LN, Ye E, Ge W, Shao YP, Boutros CL, Wang R, Tesh RA, Magdamo C, Collens SI, Ganglberger W, Bassett IV, Meigs JB, Kalpathy-Cramer J, Li MD, Chu JT, Dougan ML, Stratton LW, Rosand J, Fischl B, Das S, Mukerji SS, Robbins GK, Westover MB. CoVA: An Acuity Score for Outpatient Screening that Predicts Coronavirus Disease 2019 Prognosis. J Infect Dis. 2021 01 04; 223(1):38-46. PMID: 33098643; PMCID: PMC7665643.
    Citations: 19     Fields:    Translation:Humans
  69. Hirsch LJ, Fong MWK, Leitinger M, LaRoche SM, Beniczky S, Abend NS, Lee JW, Wusthoff CJ, Hahn CD, Westover MB, Gerard EE, Herman ST, Haider HA, Osman G, Rodriguez-Ruiz A, Maciel CB, Gilmore EJ, Fernandez A, Rosenthal ES, Claassen J, Husain AM, Yoo JY, So EL, Kaplan PW, Nuwer MR, van Putten M, Sutter R, Drislane FW, Trinka E, Gaspard N. American Clinical Neurophysiology Society's Standardized Critical Care EEG Terminology: 2021 Version. J Clin Neurophysiol. 2021 01 01; 38(1):1-29. PMID: 33475321; PMCID: PMC8135051.
    Citations: 35     Fields:    
  70. Zafar SF, Khozein RJ, LaRoche SM, Westover MB, Gilmore EJ. Impact of the COVID-19 Pandemic on Continuous EEG Utilization. J Clin Neurophysiol. 2022 Nov 01; 39(7):567-574. PMID: 33394823; PMCID: PMC8217411.
    Citations: 1     Fields:    
  71. Shashikumar SP, Wardi G, Paul P, Carlile M, Brenner LN, Hibbert KA, North CM, Mukerji SS, Robbins GK, Shao YP, Westover MB, Nemati S, Malhotra A. Development and Prospective Validation of a Deep Learning Algorithm for Predicting Need for Mechanical Ventilation. Chest. 2021 06; 159(6):2264-2273. PMID: 33345948; PMCID: PMC8027289.
    Citations: 7     Fields:    Translation:Humans
  72. Ayub N, Cohen J, Jing J, Jain A, Tesh R, Mukerji SS, Zafar SF, Westover MB, Kimchi EY. Clinical Electroencephalography Findings and Considerations in Hospitalized Patients With Coronavirus SARS-CoV-2. Neurohospitalist. 2021 Jul; 11(3):204-213. PMID: 34163546; PMCID: PMC8182395.
    Citations: 4     
  73. Abou Jaoude M, Sun H, Pellerin KR, Pavlova M, Sarkis RA, Cash SS, Westover MB, Lam AD. Expert-level automated sleep staging of long-term scalp electroencephalography recordings using deep learning. Sleep. 2020 11 12; 43(11). PMID: 32478820.
    Citations: 7     Fields:    Translation:Humans
  74. Hogan J, Sun H, Paixao L, Westmeijer M, Sikka P, Jin J, Tesh R, Cardoso M, Cash SS, Akeju O, Thomas R, Westover MB. Night-to-night variability of sleep electroencephalography-based brain age measurements. Clin Neurophysiol. 2021 01; 132(1):1-12. PMID: 33248430.
    Citations: 1     Fields:    Translation:Humans
  75. Ge W, Jing J, An S, Herlopian A, Ng M, Struck AF, Appavu B, Johnson EL, Osman G, Haider HA, Karakis I, Kim JA, Halford JJ, Dhakar MB, Sarkis RA, Swisher CB, Schmitt S, Lee JW, Tabaeizadeh M, Rodriguez A, Gaspard N, Gilmore E, Herman ST, Kaplan PW, Pathmanathan J, Hong S, Rosenthal ES, Zafar S, Sun J, Brandon Westover M. Deep active learning for Interictal Ictal Injury Continuum EEG patterns. J Neurosci Methods. 2021 03 01; 351:108966. PMID: 33131680; PMCID: PMC8135050.
    Citations: 1     Fields:    Translation:Humans
  76. Westover MB, Gururangan K, Markert MS, Blond BN, Lai S, Benard S, Bickel S, Hirsch LJ, Parvizi J. Diagnostic Value of Electroencephalography with Ten Electrodes in Critically Ill Patients. Neurocrit Care. 2020 10; 33(2):479-490. PMID: 32034656.
    Citations: 9     Fields:    Translation:Humans
  77. Hogan J, Sun H, Aboul Nour H, Jing J, Tabaeizadeh M, Shoukat M, Javed F, Kassa S, Edhi MM, Bordbar E, Gallagher J, Junior VM, Ghanta M, Shao YP, Akeju O, Cole AJ, Rosenthal ES, Zafar S, Westover MB. Burst Suppression: Causes and Effects on Mortality in Critical Illness. Neurocrit Care. 2020 10; 33(2):565-574. PMID: 32096120; PMCID: PMC7483190.
    Citations: 3     Fields:    Translation:Humans
  78. Thorn EL, Ostrowski LM, Chinappen DM, Jing J, Westover MB, Stufflebeam SM, Kramer MA, Chu CJ. Persistent abnormalities in Rolandic thalamocortical white matter circuits in childhood epilepsy with centrotemporal spikes. Epilepsia. 2020 11; 61(11):2500-2508. PMID: 32944938.
    Citations: 4     Fields:    Translation:Humans
  79. Vespa PM, Olson DM, John S, Hobbs KS, Gururangan K, Nie K, Desai MJ, Markert M, Parvizi J, Bleck TP, Hirsch LJ, Westover MB. Evaluating the Clinical Impact of Rapid Response Electroencephalography: The DECIDE Multicenter Prospective Observational Clinical Study. Crit Care Med. 2020 09; 48(9):1249-1257. PMID: 32618687; PMCID: PMC7735649.
    Citations: 7     Fields:    Translation:Humans
  80. Amorim E, McGraw CM, Westover MB. A Theoretical Paradigm for Evaluating Risk-Benefit of Status Epilepticus Treatment. J Clin Neurophysiol. 2020 Sep; 37(5):385-392. PMID: 32890059; PMCID: PMC7516305.
    Citations:    Fields:    Translation:Humans
  81. Foy BH, Carlson JCT, Reinertsen E, Padros I Valls R, Pallares Lopez R, Palanques-Tost E, Mow C, Westover MB, Aguirre AD, Higgins JM. Association of Red Blood Cell Distribution Width With Mortality Risk in Hospitalized Adults With SARS-CoV-2 Infection. JAMA Netw Open. 2020 09 01; 3(9):e2022058. PMID: 32965501.
    Citations: 76     Fields:    Translation:HumansCellsPHPublic Health
  82. Ye E, Sun H, Leone MJ, Paixao L, Thomas RJ, Lam AD, Westover MB. Association of Sleep Electroencephalography-Based Brain Age Index With Dementia. JAMA Netw Open. 2020 09 01; 3(9):e2017357. PMID: 32986106.
    Citations: 3     Fields:    Translation:Humans
  83. Lam AD, Sarkis RA, Pellerin KR, Jing J, Dworetzky BA, Hoch DB, Jacobs CS, Lee JW, Weisholtz DS, Zepeda R, Westover MB, Cole AJ, Cash SS. Association of epileptiform abnormalities and seizures in Alzheimer disease. Neurology. 2020 10 20; 95(16):e2259-e2270. PMID: 32764101.
    Citations: 21     Fields:    Translation:Humans
  84. Kashkooli K, Polk SL, Hahm EY, Murphy J, Ethridge BR, Gitlin J, Ibala R, Mekonnen J, Pedemonte JC, Sun H, Westover MB, Barbieri R, Akeju O, Chamadia S. Improved tracking of sevoflurane anesthetic states with drug-specific machine learning models. J Neural Eng. 2020 08 04; 17(4):046020. PMID: 32485685; PMCID: PMC7540939.
    Citations: 1     Fields: