Harvard Catalyst Profiles

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

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Institution
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Address
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Research
research activities and funding
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.
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  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
selected publications
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. 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. 2021 Sep 24. PMID: 34582420.
    Citations:    Fields:    
  2. 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.
    Citations:    Fields:    
  3. Ng MC, Jing J, Westover MB. A Primer on EEG Spectrograms. J Clin Neurophysiol. 2021 Sep 08. PMID: 34510095.
    Citations:    Fields:    
  4. 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. 2021 Sep 08. PMID: 34510093.
    Citations:    Fields:    
  5. Ng MC, Westover MB. Decoding the Spectrogram Rainbow. J Clin Neurophysiol. 2021 Sep 08. PMID: 34510094.
    Citations:    Fields:    
  6. 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.
    Citations:    Fields:    Translation:Humans
  7. 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 Sep 01; 78(9):1128-1136. PMID: 34309642.
    Citations:    Fields:    
  8. 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. 2021 Aug 18. PMID: 34409545.
    Citations:    Fields:    
  9. 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 Aug 13; 44(8). PMID: 33783511.
    Citations:    Fields:    
  10. 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 Aug; 90(2):300-311. PMID: 34231244.
    Citations:    Fields:    
  11. 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. 2021 Jul 11; 9514848211028707. PMID: 34247525.
    Citations:    Fields:    
  12. 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 Aug 01; 126(2):653-667. PMID: 34232754.
    Citations:    Fields:    
  13. 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     
  14. 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 Aug; 52(9):2782-2791. PMID: 34126758.
    Citations:    Fields:    
  15. 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.
    Citations:    Fields:    
  16. 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: 1     
  17. 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:    Fields:    Translation:Humans
  18. 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:    Fields:    Translation:Humans
  19. 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. 2021 Mar 10. PMID: 33812771.
    Citations:    Fields:    
  20. Gaspard N, Westover MB, Hirsch LJ. Assessment of a Study of Continuous vs Repeat-Spot Electroencephalography in Patients With Critical Illness. JAMA Neurol. 2021 Mar 01; 78(3):369. PMID: 33523103.
    Citations:    Fields:    
  21. 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:    Fields:    Translation:Humans
  22. 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:    
  23. 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 Jan 22. PMID: 33483913.
    Citations:    Fields:    
  24. 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 Mar; 171:106563. PMID: 33517166.
    Citations:    Fields:    
  25. 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: 2     Fields:    Translation:Humans
  26. 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: 9     Fields:    Translation:HumansCTClinical Trials
  27. 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.
    Citations: 13     Fields:    Translation:Humans
  28. 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.
    Citations: 6     Fields:    
  29. Zafar SF, Khozein RJ, LaRoche SM, Westover MB, Gilmore EJ. Impact of the COVID-19 Pandemic on Continuous EEG Utilization. J Clin Neurophysiol. 2020 Dec 22; Publish Ahead of Print. PMID: 33394823.
    Citations:    Fields:    
  30. 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.
    Citations: 5     Fields:    Translation:Humans
  31. 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.
    Citations:    
  32. 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: 4     Fields:    Translation:Humans
  33. 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:    Fields:    Translation:Humans
  34. 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.
    Citations:    Fields:    Translation:Humans
  35. 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: 6     Fields:    Translation:Humans
  36. 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.
    Citations: 2     Fields:    Translation:Humans
  37. 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: 2     Fields:    Translation:Humans
  38. 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.
    Citations:    Fields:    Translation:Humans
  39. 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: 38     Fields:    Translation:HumansCellsPHPublic Health
  40. 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: 1     Fields:    Translation:Humans
  41. 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.
    Citations: 4     Fields:    Translation:Humans
  42. 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: 7     Fields:    Translation:Humans
  43. 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.
    Citations: 1     Fields:    
  44. Pedemonte JC, Plummer GS, Chamadia S, Locascio JJ, Hahm E, Ethridge B, Gitlin J, Ibala R, Mekonnen J, Colon KM, Westover MB, D'Alessandro DA, Tolis G, Houle T, Shelton KT, Qu J, Akeju O. Electroencephalogram Burst-suppression during Cardiopulmonary Bypass in Elderly Patients Mediates Postoperative Delirium. Anesthesiology. 2020 08; 133(2):280-292. PMID: 32349072.
    Citations: 4     Fields:    Translation:Humans
  45. Singla S, Garcia GE, Rovenolt GE, Soto AL, Gilmore EJ, Hirsch LJ, Blumenfeld H, Sheth KN, Omay SB, Struck AF, Westover MB, Kim JA. Detecting Seizures and Epileptiform Abnormalities in Acute Brain Injury. Curr Neurol Neurosci Rep. 2020 07 27; 20(9):42. PMID: 32715371.
    Citations: 1     Fields:    Translation:Humans
  46. Conklin J, Frosch MP, Mukerji S, Rapalino O, Maher M, Schaefer PW, Lev MH, Gonzalez RG, Das S, Champion SN, Magdamo C, Sen P, Harrold GK, Alabsi H, Normandin E, Shaw B, Lemieux J, Sabeti P, Branda JA, Brown EN, Westover MB, Huang SY, Edlow BL. Cerebral Microvascular Injury in Severe COVID-19. medRxiv. 2020 Jul 24. PMID: 32743599.
    Citations:    
  47. 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. medRxiv. 2020 Jul 15. PMID: 32699855.
    Citations:    
  48. Amorim E, Mo SS, Palacios S, Ghassemi MM, Weng WH, Cash SS, Bianchi MT, Westover MB. Cost-effectiveness analysis of multimodal prognostication in cardiac arrest with EEG monitoring. Neurology. 2020 08 04; 95(5):e563-e575. PMID: 32661097.
    Citations:    Fields:    Translation:Humans
  49. Sun H, Ganglberger W, Panneerselvam E, Leone MJ, Quadri SA, Goparaju B, Tesh RA, Akeju O, Thomas RJ, Westover MB. Sleep staging from electrocardiography and respiration with deep learning. Sleep. 2020 07 13; 43(7). PMID: 31863111.
    Citations: 3     Fields:    
  50. 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 M, Stratton L, Rosand J, Fischl B, Das S, Mukerji SS, Robbins GK, Westover MB. COVID-19 Outpatient Screening: a Prediction Score for Adverse Events. medRxiv. 2020 Jun 22. PMID: 32607523.
    Citations: 1     
  51. Rodriguez S, Cao L, Rickenbacher GT, Benz EG, Magdamo C, Ramirez Gomez LA, Holbrook E, Dhilla Albers A, Gallagher R, Westover MB, Evans KE, Tatar D, Mukerji S, Zafonte R, Boyer EW, Yu CR, Albers MW. Innate immune signaling in the olfactory epithelium reduces odorant receptor levels: modeling transient smell loss in COVID-19 patients. medRxiv. 2020 Jun 16. PMID: 32587994.
    Citations:    
  52. Beuchat I, Sivaraju A, Amorim E, Gilmore EJ, Dunet V, Rossetti AO, Westover MB, Hsu L, Scirica BM, Silva D, Tang K, Lee JW. MRI-EEG correlation for outcome prediction in postanoxic myoclonus: A multicenter study. Neurology. 2020 07 28; 95(4):e335-e341. PMID: 32482841.
    Citations: 1     Fields:    Translation:Humans
  53. Tabaeizadeh M, Aboul Nour H, Shoukat M, Sun H, Jin J, Javed F, Kassa S, Edhi M, Bordbar E, Gallagher J, Moura VJ, Ghanta M, Shao YP, Cole AJ, Rosenthal ES, Westover MB, Zafar SF. Burden of Epileptiform Activity Predicts Discharge Neurologic Outcomes in Severe Acute Ischemic Stroke. Neurocrit Care. 2020 06; 32(3):697-706. PMID: 32246435.
    Citations: 5     Fields:    Translation:Humans
  54. Eichenlaub JB, Biswal S, Peled N, Rivilis N, Golby AJ, Lee JW, Westover MB, Halgren E, Cash SS. Reactivation of Motor-Related Gamma Activity in Human NREM Sleep. Front Neurosci. 2020; 14:449. PMID: 32477056.
    Citations:    
  55. Goldstein CA, Berry RB, Kent DT, Kristo DA, Seixas AA, Redline S, Westover MB, Abbasi-Feinberg F, Aurora RN, Carden KA, Kirsch DB, Malhotra RK, Martin JL, Olson EJ, Ramar K, Rosen CL, Rowley JA, Shelgikar AV. Artificial intelligence in sleep medicine: an American Academy of Sleep Medicine position statement. J Clin Sleep Med. 2020 04 15; 16(4):605-607. PMID: 32022674.
    Citations: 5     Fields:    Translation:Humans
  56. Goldstein CA, Berry RB, Kent DT, Kristo DA, Seixas AA, Redline S, Westover MB. Artificial intelligence in sleep medicine: background and implications for clinicians. J Clin Sleep Med. 2020 04 15; 16(4):609-618. PMID: 32065113.
    Citations: 6     Fields:    Translation:Humans
  57. Struck AF, Tabaeizadeh M, Schmitt SE, Ruiz AR, Swisher CB, Subramaniam T, Hernandez C, Kaleem S, Haider HA, Cissé AF, Dhakar MB, Hirsch LJ, Rosenthal ES, Zafar SF, Gaspard N, Westover MB. Assessment of the Validity of the 2HELPS2B Score for Inpatient Seizure Risk Prediction. JAMA Neurol. 2020 04 01; 77(4):500-507. PMID: 31930362.
    Citations: 9     Fields:    Translation:Humans
  58. Rubin DB, Angelini B, Shoukat M, Chu CJ, Zafar SF, Westover MB, Cash SS, Rosenthal ES. Electrographic predictors of successful weaning from anaesthetics in refractory status epilepticus. Brain. 2020 04 01; 143(4):1143-1157. PMID: 32268366.
    Citations: 4     Fields:    Translation:Humans
  59. Elmer J, Coppler PJ, Solanki P, Westover MB, Struck AF, Baldwin ME, Kurz MC, Callaway CW. Sensitivity of Continuous Electroencephalography to Detect Ictal Activity After Cardiac Arrest. JAMA Netw Open. 2020 04 01; 3(4):e203751. PMID: 32343353.
    Citations:    Fields:    Translation:Humans
  60. Lissak IA, Zafar SF, Westover MB, Schleicher RL, Kim JA, Leslie-Mazwi T, Stapleton CJ, Patel AB, Kimberly WT, Rosenthal ES. Soluble ST2 Is Associated With New Epileptiform Abnormalities Following Nontraumatic Subarachnoid Hemorrhage. Stroke. 2020 04; 51(4):1128-1134. PMID: 32156203.
    Citations: 3     Fields:    Translation:Humans
  61. Vink JJT, Klooster DCW, Ozdemir RA, Westover MB, Pascual-Leone A, Shafi MM. EEG Functional Connectivity is a Weak Predictor of Causal Brain Interactions. Brain Topogr. 2020 03; 33(2):221-237. PMID: 32090281.
    Citations:    Fields:    Translation:Humans
  62. Reyna MA, Josef CS, Jeter R, Shashikumar SP, Westover MB, Nemati S, Clifford GD, Sharma A. Early Prediction of Sepsis From Clinical Data: The PhysioNet/Computing in Cardiology Challenge 2019. Crit Care Med. 2020 02; 48(2):210-217. PMID: 31939789.
    Citations: 15     Fields:    Translation:Humans
  63. Li Q, Song JL, Li SH, Westover MB, Zhang R. Effects of Cholinergic Neuromodulation on Thalamocortical Rhythms During NREM Sleep: A Model Study. Front Comput Neurosci. 2019; 13:100. PMID: 32038215.
    Citations:    
  64. Song JL, Li Q, Pan M, Zhang B, Westover MB, Zhang R. Seizure tracking of epileptic EEGs using a model-driven approach. J Neural Eng. 2020 01 06; 17(1):016024. PMID: 31121573.
    Citations:    Fields:    Translation:Humans
  65. Jing J, Sun H, Kim JA, Herlopian A, Karakis I, Ng M, Halford JJ, Maus D, Chan F, Dolatshahi M, Muniz C, Chu C, Sacca V, Pathmanathan J, Ge W, Dauwels J, Lam A, Cole AJ, Cash SS, Westover MB. Development of Expert-Level Automated Detection of Epileptiform Discharges During Electroencephalogram Interpretation. JAMA Neurol. 2020 01 01; 77(1):103-108. PMID: 31633740.
    Citations: 10     Fields:    Translation:Humans
  66. Jing J, Herlopian A, Karakis I, Ng M, Halford JJ, Lam A, Maus D, Chan F, Dolatshahi M, Muniz CF, Chu C, Sacca V, Pathmanathan J, Ge W, Sun H, Dauwels J, Cole AJ, Hoch DB, Cash SS, Westover MB. Interrater Reliability of Experts in Identifying Interictal Epileptiform Discharges in Electroencephalograms. JAMA Neurol. 2020 01 01; 77(1):49-57. PMID: 31633742.
    Citations: 9     Fields:    Translation:Humans
  67. Paixao L, Sikka P, Sun H, Jain A, Hogan J, Thomas R, Westover MB. Excess brain age in the sleep electroencephalogram predicts reduced life expectancy. Neurobiol Aging. 2020 04; 88:150-155. PMID: 31932049.
    Citations: 3     Fields:    
  68. Reyna MA, Josef CS, Jeter R, Shashikumar SP, Westover MB, Nemati S, Clifford GD, Sharma A. Early Prediction of Sepsis From Clinical Data: The PhysioNet/Computing in Cardiology Challenge 2019. Crit Care Med. 2019 Dec 17. PMID: 31850926.
    Citations:    
  69. Song JL, Li Q, Zhang B, Westover MB, Zhang R. A New Neural Mass Model Driven Method and Its Application in Early Epileptic Seizure Detection. IEEE Trans Biomed Eng. 2020 08; 67(8):2194-2205. PMID: 31804924.
    Citations:    Fields:    Translation:Humans
  70. Worden LT, Chinappen DM, Stoyell SM, Gold J, Paixao L, Krishnamoorthy K, Kramer MA, Westover MB, Chu CJ. The probability of seizures during continuous EEG monitoring in high-risk neonates. Epilepsia. 2019 12; 60(12):2508-2518. PMID: 31745988.
    Citations: 5     Fields:    Translation:Humans
  71. Abou Jaoude M, Jing J, Sun H, Jacobs CS, Pellerin KR, Westover MB, Cash SS, Lam AD. Detection of mesial temporal lobe epileptiform discharges on intracranial electrodes using deep learning. Clin Neurophysiol. 2020 01; 131(1):133-141. PMID: 31760212.
    Citations: 2     Fields:    Translation:Humans
  72. Ghassemi MM, Amorim E, Alhanai T, Lee JW, Herman ST, Sivaraju A, Gaspard N, Hirsch LJ, Scirica BM, Biswal S, Moura Junior V, Cash SS, Brown EN, Mark RG, Westover MB. Quantitative Electroencephalogram Trends Predict Recovery in Hypoxic-Ischemic Encephalopathy. Crit Care Med. 2019 10; 47(10):1416-1423. PMID: 31241498.
    Citations: 2     Fields:    Translation:Humans
  73. Zheng WL, Sun H, Akeju O, Westover MB. Adaptive Sedation Monitoring From EEG in ICU Patients With Online Learning. IEEE Trans Biomed Eng. 2020 06; 67(6):1696-1706. PMID: 31545708.
    Citations:    Fields:    Translation:Humans
  74. Song JL, Paixao L, Li Q, Li SH, Zhang R, Westover MB. A novel neural computational model of generalized periodic discharges in acute hepatic encephalopathy. J Comput Neurosci. 2019 12; 47(2-3):109-124. PMID: 31506807.
    Citations: 2     Fields:    Translation:Humans
  75. Sun H, Kimchi E, Akeju O, Nagaraj SB, McClain LM, Zhou DW, Boyle E, Zheng WL, Ge W, Westover MB. Automated tracking of level of consciousness and delirium in critical illness using deep learning. NPJ Digit Med. 2019; 2:89. PMID: 31508499.
    Citations: 5     
  76. Kimchi EY, Neelagiri A, Whitt W, Sagi AR, Ryan SL, Gadbois G, Groothuysen D, Westover MB. Clinical EEG slowing correlates with delirium severity and predicts poor clinical outcomes. Neurology. 2019 09 24; 93(13):e1260-e1271. PMID: 31467255.
    Citations: 12     Fields:    Translation:Humans
  77. Amorim E, van der Stoel M, Nagaraj SB, Ghassemi MM, Jing J, O'Reilly UM, Scirica BM, Lee JW, Cash SS, Westover MB. Quantitative EEG reactivity and machine learning for prognostication in hypoxic-ischemic brain injury. Clin Neurophysiol. 2019 10; 130(10):1908-1916. PMID: 31419742.
    Citations: 7     Fields:    Translation:Humans
  78. 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 10 01; 326:108362. PMID: 31310822.
    Citations:    Fields:    Translation:Humans
  79. Polk SL, Kashkooli K, Nagaraj SB, Chamadia S, Murphy JM, Sun H, Westover MB, Barbieri R, Akeju O. Automatic Detection of General Anesthetic-States using ECG-Derived Autonomic Nervous System Features. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul; 2019:2019-2022. PMID: 31946297.
    Citations: 1     Translation:Humans
  80. Kashkooli K, Polk SL, Chamadia S, Hahm E, Ethridge B, Gitlin J, Ibala R, Mekonnen J, Pedemonte J, Murphy JM, Sun H, Westover MB, Akeju O. Drug-Specific Models Improve the Performance of an EEG-based Automated Brain-State Prediction System. Annu Int Conf IEEE Eng Med Biol Soc. 2019 Jul; 2019:5808-5811. PMID: 31947172.
    Citations: 1     Translation:Humans
  81. Struck AF, Rodriguez-Ruiz AA, Osman G, Gilmore EJ, Haider HA, Dhakar MB, Schrettner M, Lee JW, Gaspard N, Hirsch LJ, Westover MB. Comparison of machine learning models for seizure prediction in hospitalized patients. Ann Clin Transl Neurol. 2019 07; 6(7):1239-1247. PMID: 31353866.
    Citations: 6     Fields:    Translation:Humans
  82. Subramaniam T, Jain A, Hall LT, Cole AJ, Westover MB, Rosenthal ES, Struck AF. Lateralized periodic discharges frequency correlates with glucose metabolism. Neurology. 2019 02 12; 92(7):e670-e674. PMID: 30635488.
    Citations: 4     Fields:    Translation:Humans
  83. Biswal S, Sun H, Goparaju B, Westover MB, Sun J, Bianchi MT. Expert-level sleep scoring with deep neural networks. J Am Med Inform Assoc. 2018 12 01; 25(12):1643-1650. PMID: 30445569.
    Citations: 23     Fields:    Translation:Humans
  84. Amorim E, Ghassemi MM, Lee JW, Greer DM, Kaplan PW, Cole AJ, Cash SS, Bianchi MT, Westover MB. Estimating the False Positive Rate of Absent Somatosensory Evoked Potentials in Cardiac Arrest Prognostication. Crit Care Med. 2018 12; 46(12):e1213-e1221. PMID: 30247243.
    Citations: 10     Fields:    Translation:Humans
  85. 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 12; 46(12):e1204-e1212. PMID: 30222634.
    Citations: 13     Fields:    Translation:Humans
  86. van Leeuwen KG, Sun H, Tabaeizadeh M, Struck AF, van Putten MJAM, Westover MB. Detecting abnormal electroencephalograms using deep convolutional networks. Clin Neurophysiol. 2019 01; 130(1):77-84. PMID: 30481649.
    Citations: 4     Fields:    Translation:Humans
  87. An S, Malhotra K, Dilley C, Han-Burgess E, Valdez JN, Robertson J, Clark C, Westover MB, Sun J. Predicting drug-resistant epilepsy - A machine learning approach based on administrative claims data. Epilepsy Behav. 2018 12; 89:118-125. PMID: 30412924.
    Citations: 11     Fields:    Translation:Humans
  88. Amorim E, Gilmore EJ, Abend NS, Hahn CD, Gaspard N, Herman ST, Hirsch LJ, Lee JW, Cash SS, Westover MB. EEG Reactivity Evaluation Practices for Adult and Pediatric Hypoxic-Ischemic Coma Prognostication in North America. J Clin Neurophysiol. 2018 Nov; 35(6):510-514. PMID: 30216207.
    Citations: 3     Fields:    Translation:Humans
  89. An J, Jonnalagadda D, Moura V, Purdon PL, Brown EN, Westover MB. Variability in pharmacologically-induced coma for treatment of refractory status epilepticus. PLoS One. 2018; 13(10):e0205789. PMID: 30379935.
    Citations: 3     Fields:    Translation:HumansCTClinical Trials
  90. Sun H, Paixao L, Oliva JT, Goparaju B, Carvalho DZ, van Leeuwen KG, Akeju O, Thomas RJ, Cash SS, Bianchi MT, Westover MB. Brain age from the electroencephalogram of sleep. Neurobiol Aging. 2019 02; 74:112-120. PMID: 30448611.
    Citations: 14     Fields:    Translation:Humans
  91. 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 Apr; 2018:970-974. PMID: 31582912.
    Citations: 1     
  92. Bao EL, Chao LY, Ni P, Moura LMVR, Cole AJ, Cash SS, Hoch DB, Bianchi MT, Westover MB. Antiepileptic drug treatment after an unprovoked first seizure: A decision analysis. Neurology. 2018 10 09; 91(15):e1429-e1439. PMID: 30209239.
    Citations: 1     Fields:    Translation:Humans
  93. Zafar SF, Postma EN, Biswal S, Boyle EJ, Bechek S, O'Connor K, Shenoy A, Kim J, Shafi MS, Patel AB, Rosenthal ES, Westover MB. Effect of epileptiform abnormality burden on neurologic outcome and antiepileptic drug management after subarachnoid hemorrhage. Clin Neurophysiol. 2018 11; 129(11):2219-2227. PMID: 30212805.
    Citations: 10     Fields:    Translation:Humans
  94. Halford JJ, Westover MB, LaRoche SM, Macken MP, Kutluay E, Edwards JC, Bonilha L, Kalamangalam GP, Ding K, Hopp JL, Arain A, Dawson RA, Martz GU, Wolf BJ, Waters CG, Dean BC. Interictal Epileptiform Discharge Detection in EEG in Different Practice Settings. J Clin Neurophysiol. 2018 Sep; 35(5):375-380. PMID: 30028830.
    Citations: 4     Fields:    Translation:Humans
  95. Osman G, Rahangdale R, Britton JW, Gilmore EJ, Haider HA, Hantus S, Herlopian A, Hocker SE, Woo Lee J, Legros B, Mendoza M, Punia V, Rampal N, Szaflarski JP, Wallace AD, Westover MB, Hirsch LJ, Gaspard N. Bilateral independent periodic discharges are associated with electrographic seizures and poor outcome: A case-control study. Clin Neurophysiol. 2018 11; 129(11):2284-2289. PMID: 30227348.
    Citations:    Fields:    Translation:Humans
  96. Song J, Sun H, Jing J, Carlos L, Chao L, Cash SS, Zhang R, Westover MB. A Mean Field Model of Acute Hepatic Encephalopathy. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul; 2018:2366-2369. PMID: 30440882.
    Citations:    Translation:Humans
  97. Jing J, d’Angremont E, Zafar S, Rosenthal ES, Tabaeizadeh M, Ebrahim S, Dauwels J, Westover MB. Rapid Annotation of Seizures and Interictal-ictal Continuum EEG Patterns. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul; 2018:3394-3397. PMID: 30441116.
    Citations: 3     Translation:Humans
  98. Thomas J, Comoretto L, Jin J, Dauwels J, Cash SS, Westover MB. EEG CLassification Via Convolutional Neural Network-Based Interictal Epileptiform Event Detection. Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul; 2018:3148-3151. PMID: 30441062.
    Citations: 6     Translation:Humans
  99. Herlopian A, Dietrich J, Abramson JS, Cole AJ, Westover MB. EEG findings in CAR T-cell therapy-related encephalopathy. Neurology. 2018 07 31; 91(5):227-229. PMID: 29959264.
    Citations: 8     Fields:    Translation:Humans
  100. Husain AM, Lee JW, Kolls BJ, Hirsch LJ, Halford JJ, Gupta PK, Minazad Y, Jones JM, LaRoche SM, Herman ST, Swisher CB, Sinha SR, Palade A, Dombrowski KE, Gallentine WB, Hahn CD, Gerard EE, Bhapkar M, Lokhnygina Y, Westover MB. Randomized trial of lacosamide versus fosphenytoin for nonconvulsive seizures. Ann Neurol. 2018 06; 83(6):1174-1185. PMID: 29733464.
    Citations: 8     Fields:    Translation:Humans
  101. Shenoy ES, Rosenthal ES, Shao YP, Biswal S, Ghanta M, Ryan EE, Suslak D, Swanson N, Junior VM, Hooper DC, Westover MB. Real-Time, Automated Detection of Ventilator-Associated Events: Avoiding Missed Detections, Misclassifications, and False Detections Due to Human Error. Infect Control Hosp Epidemiol. 2018 07; 39(7):826-833. PMID: 29769151.
    Citations: 2     Fields:    Translation:HumansPHPublic Health
  102. Rosenthal ES, Biswal S, Zafar SF, O'Connor KL, Bechek S, Shenoy AV, Boyle EJ, Shafi MM, Gilmore EJ, Foreman BP, Gaspard N, Leslie-Mazwi TM, Rosand J, Hoch DB, Ayata C, Cash SS, Cole AJ, Patel AB, Westover MB. Continuous electroencephalography predicts delayed cerebral ischemia after subarachnoid hemorrhage: A prospective study of diagnostic accuracy. Ann Neurol. 2018 05; 83(5):958-969. PMID: 29659050.
    Citations: 15     Fields:    Translation:Humans
  103. Shelton KT, Qu J, Bilotta F, Brown EN, Cudemus G, D'Alessandro DA, Deng H, DiBiasio A, Gitlin JA, Hahm EY, Hobbs LE, Houle TT, Ibala R, Loggia ML, Pavone KJ, Shaefi S, Tolis G, Westover MB, Akeju O. Minimizing ICU Neurological Dysfunction with Dexmedetomidine-induced Sleep (MINDDS): protocol for a randomised, double-blind, parallel-arm, placebo-controlled trial. BMJ Open. 2018 04 20; 8(4):e020316. PMID: 29678977.
    Citations: 11     Fields:    Translation:Humans
  104. Kim JA, Boyle EJ, Wu AC, Cole AJ, Staley KJ, Zafar S, Cash SS, Westover MB. Epileptiform activity in traumatic brain injury predicts post-traumatic epilepsy. Ann Neurol. 2018 04; 83(4):858-862. PMID: 29537656.
    Citations: 16     Fields:    Translation:Humans
  105. Zafar SF, Postma EN, Biswal S, Fleuren L, Boyle EJ, Bechek S, O'Connor K, Shenoy A, Jonnalagadda D, Kim J, Shafi MS, Patel AB, Rosenthal ES, Westover MB. Electronic Health Data Predict Outcomes After Aneurysmal Subarachnoid Hemorrhage. Neurocrit Care. 2018 04; 28(2):184-193. PMID: 28983801.
    Citations: 3     Fields:    Translation:Humans
  106. Westover AM, Shapiro D, Westover MB, Bianchi MT. Rule of 100: a litmus test for informationless diagnostic tests. Postgrad Med J. 2018 06; 94(1112):364-366. PMID: 29514996.
    Citations:    Fields:    Translation:Humans
  107. Nagaraj SB, McClain LM, Boyle EJ, Zhou DW, Ramaswamy SM, Biswal S, Akeju O, Purdon PL, Westover MB. Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition. IEEE Trans Biomed Eng. 2018 12; 65(12):2684-2691. PMID: 29993386.
    Citations: 3     Fields:    Translation:Humans
  108. Struck AF, Ustun B, Ruiz AR, Lee JW, LaRoche SM, Hirsch LJ, Gilmore EJ, Vlachy J, Haider HA, Rudin C, Westover MB. Association of an Electroencephalography-Based Risk Score With Seizure Probability in Hospitalized Patients. JAMA Neurol. 2017 12 01; 74(12):1419-1424. PMID: 29052706.
    Citations: 16     Fields:    Translation:Humans
  109. Sun H, Jia J, Goparaju B, Huang GB, Sourina O, Bianchi MT, Westover MB. Large-Scale Automated Sleep Staging. Sleep. 2017 10 01; 40(10). PMID: 29029305.
    Citations: 23     Fields:    Translation:Humans
  110. Bianchi MT, Thomas RJ, Westover MB. Response. Sleep Med. 2017 10; 38:160-161. PMID: 28843388.
    Citations:    Fields:    Translation:Humans
  111. Struck AF, Osman G, Rampal N, Biswal S, Legros B, Hirsch LJ, Westover MB, Gaspard N. Time-dependent risk of seizures in critically ill patients on continuous electroencephalogram. Ann Neurol. 2017 Aug; 82(2):177-185. PMID: 28681492.
    Citations: 14     Fields:    Translation:Humans
  112. Bagheri E, Dauwels J, Dean BC, Waters CG, Westover MB, Halford JJ. Interictal epileptiform discharge characteristics underlying expert interrater agreement. Clin Neurophysiol. 2017 10; 128(10):1994-2005. PMID: 28837905.
    Citations: 6     Fields:    Translation:Humans
  113. Nagaraj SB, Biswal S, Boyle EJ, Zhou DW, McClain LM, Bajwa EK, Quraishi SA, Akeju O, Barbieri R, Purdon PL, Westover MB. Patient-Specific Classification of ICU Sedation Levels From Heart Rate Variability. Crit Care Med. 2017 Jul; 45(7):e683-e690. PMID: 28441231.
    Citations: 9     Fields:    Translation:Humans
  114. Purdon PL, Solt K, Sims NM, Brown EN, Westover MB. Design, implementation, and evaluation of a physiological closed-loop control device for medically-induced coma. Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul; 2017:4313-4316. PMID: 29060851.
    Citations:    Translation:Humans
  115. Thomas J, Dauwels J, Cash SS, Westover MB. Automated epileptiform spike detection via affinity propagation-based template matching. Annu Int Conf IEEE Eng Med Biol Soc. 2017 Jul; 2017:3057-3060. PMID: 29060543.
    Citations: 1     Translation:Humans
  116. Amorim E, Williamson CA, Moura LMVR, Shafi MM, Gaspard N, Rosenthal ES, Guanci MM, Rajajee V, Westover MB. Performance of Spectrogram-Based Seizure Identification of Adult EEGs by Critical Care Nurses and Neurophysiologists. J Clin Neurophysiol. 2017 Jul; 34(4):359-364. PMID: 27930420.
    Citations: 7     Fields:    Translation:Humans
  117. Pati S, McClain L, Moura L, Fan Y, Westover MB. Accuracy of Limited-Montage Electroencephalography in Monitoring Postanoxic Comatose Patients. Clin EEG Neurosci. 2017 Nov; 48(6):422-427. PMID: 28641453.
    Citations: 3     Fields:    Translation:Humans
  118. Sinha N, Dauwels J, Kaiser M, Cash SS, Westover MB, Wang Y, Taylor PN. Reply: Computer models to inform epilepsy surgery strategies: prediction of postoperative outcome. Brain. 2017 05 01; 140(5):e31. PMID: 28334902.
    Citations:    Fields:    Translation:Humans
  119. 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. PMID: 28360539.
    Citations: 5     
  120. 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 07; 128(7):1406-1407. PMID: 28495216.
    Citations: 4     Fields:    Translation:Humans
  121. Bianchi MT, Thomas RJ, Westover MB. An open request to epidemiologists: please stop querying self-reported sleep duration. Sleep Med. 2017 07; 35:92-93. PMID: 28284821.
    Citations: 5     Fields:    Translation:Humans
  122. Bianchi MT, Russo K, Gabbidon H, Smith T, Goparaju B, Westover MB. Big data in sleep medicine: prospects and pitfalls in phenotyping. Nat Sci Sleep. 2017; 9:11-29. PMID: 28243157.
    Citations: 2     
  123. Rebergen DJ, Nagaraj SB, Rosenthal ES, Bianchi MT, van Putten MJAM, Westover MB. 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 Feb; 32(1):53-61. PMID: 28210934.
    Citations: 1     Fields:    Translation:Humans
  124. Moura LM, Carneiro TS, Kwasnik D, Moura VF, Blodgett CS, Cohen J, McKenna Guanci M, Hoch DB, Hsu J, Cole AJ, Westover MB. cEEG electrode-related pressure ulcers in acutely hospitalized patients. Neurol Clin Pract. 2017 Feb; 7(1):15-25. PMID: 28243502.
    Citations:    
  125. Kim JA, Rosenthal ES, Biswal S, Zafar S, Shenoy AV, O'Connor KL, Bechek SC, Valdery Moura J, Shafi MM, Patel AB, Cash SS, Westover MB. Epileptiform abnormalities predict delayed cerebral ischemia in subarachnoid hemorrhage. Clin Neurophysiol. 2017 06; 128(6):1091-1099. PMID: 28258936.
    Citations: 10     Fields:    Translation:Humans
  126. Bargiela D, Bianchi MT, Westover MB, Chibnik LB, Healy BC, De Jager PL, Xia Z. Selection of first-line therapy in multiple sclerosis using risk-benefit decision analysis. Neurology. 2017 Feb 14; 88(7):677-684. PMID: 28087821.
    Citations: 4     Fields:    Translation:Humans
  127. 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. PMID: 28115873.
    Citations:    
  128. Nelson S, Edlow BL, Wu O, Rosenthal ES, Westover MB, Rordorf G. Default Mode Network Perfusion in Aneurysmal Subarachnoid Hemorrhage. Neurocrit Care. 2016 10; 25(2):237-42. PMID: 26800697.
    Citations: 2     Fields:    Translation:Humans
  129. Alvarez V, Lee JW, Westover MB, Drislane FW, Novy J, Faouzi M, Marchi NA, Dworetzky BA, Rossetti AO. Therapeutic coma for status epilepticus: Differing practices in a prospective multicenter study. Neurology. 2016 Oct 18; 87(16):1650-1659. PMID: 27664985.
    Citations: 9     Fields:    Translation:Humans
  130. 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 04; 127(4):977-983. PMID: 27653626.
    Citations: 3     Fields:    Translation:Humans
  131. Nagaraj SB, McClain LM, Zhou DW, Biswal S, Rosenthal ES, Purdon PL, Westover MB. Automatic Classification of Sedation Levels in ICU Patients Using Heart Rate Variability. Crit Care Med. 2016 Sep; 44(9):e782-9. PMID: 27035240.
    Citations: 11     Fields:    Translation:Humans
  132. Amorim E, Rittenberger JC, Zheng JJ, Westover MB, Baldwin ME, Callaway CW, Popescu A. Continuous EEG monitoring enhances multimodal outcome prediction in hypoxic-ischemic brain injury. Resuscitation. 2016 12; 109:121-126. PMID: 27554945.
    Citations: 14     Fields:    Translation:Humans
  133. Nagaraj SB, Ramaswamy SM, Biswal S, Boyle EJ, Zhou DW, Mcclain LM, Rosenthal ES, Purdon PL, Westover MB, Nagaraj SB, Ramaswamy SM, Biswal S, Boyle EJ, Zhou DW, Mcclain LM, Rosenthal ES, Purdon PL, Westover MB, Westover MB, Nagaraj SB, Biswal S, Ramaswamy SM, Mcclain LM, Zhou DW, Boyle EJ, Purdon PL, Rosenthal ES. Heart rate variability as a biomarker for sedation depth estimation in ICU patients. Conf Proc IEEE Eng Med Biol Soc. 2016 Aug; 2016:6397-6400. PMID: 28227974.
    Citations:    
  134. Nagaraj SB, Ramaswamy SM, Biswal S, Boyle EJ, Zhou DW, Mcclain LM, Rosenthal ES, Purdon PL, Westover MB. Heart rate variability as a biomarker for sedation depth estimation in ICU patients. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug; 2016:6397-6400. PMID: 28269712.
    Citations:    Translation:Humans
  135. Haider HA, Esteller R, Hahn CD, Westover MB, Halford JJ, Lee JW, Shafi MM, Gaspard N, Herman ST, Gerard EE, Hirsch LJ, Ehrenberg JA, LaRoche SM. Sensitivity of quantitative EEG for seizure identification in the intensive care unit. Neurology. 2016 Aug 30; 87(9):935-44. PMID: 27466474.
    Citations: 20     Fields:    Translation:Humans
  136. Hotan GC, Struck AF, Bianchi MT, Eskandar EN, Cole AJ, Westover MB. Decision analysis of intracranial monitoring in non-lesional epilepsy. Seizure. 2016 Aug; 40:59-70. PMID: 27348062.
    Citations: 3     Fields:    Translation:Humans
  137. Struck AF, Westover MB, Hall LT, Deck GM, Cole AJ, Rosenthal ES. Metabolic Correlates of the Ictal-Interictal Continuum: FDG-PET During Continuous EEG. Neurocrit Care. 2016 06; 24(3):324-31. PMID: 27169855.
    Citations: 21     Fields:    Translation:Humans
  138. Muniz CF, Shenoy AV, O'Connor KL, Bechek SC, Boyle EJ, Guanci MM, Tehan TM, Zafar SF, Cole AJ, Patel AB, Westover MB, Rosenthal ES. Clinical Development and Implementation of an Institutional Guideline for Prospective EEG Monitoring and Reporting of Delayed Cerebral Ischemia. J Clin Neurophysiol. 2016 Jun; 33(3):217-26. PMID: 27258445.
    Citations: 6     Fields:    Translation:Humans
  139. Westover MB, Gaspard N. Not a Simple Plumbing Problem: Updating Our Understanding of Delayed Cerebral Ischemia in Aneurysmal Subarachnoid Hemorrhage. J Clin Neurophysiol. 2016 Jun; 33(3):171-3. PMID: 27258439.
    Citations:    Fields:    Translation:Humans
  140. Zafar SF, Westover MB, Gaspard N, Gilmore EJ, Foreman BP, O'Connor KL, Rosenthal ES. Interrater Agreement for Consensus Definitions of Delayed Ischemic Events After Aneurysmal Subarachnoid Hemorrhage. J Clin Neurophysiol. 2016 Jun; 33(3):235-40. PMID: 27258447.
    Citations: 4     Fields:    Translation:Humans
  141. Wickering E, Gaspard N, Zafar S, Moura VJ, Biswal S, Bechek S, O'Connor K, Rosenthal ES, Westover MB. Automation of Classical QEEG Trending Methods for Early Detection of Delayed Cerebral Ischemia: More Work to Do. J Clin Neurophysiol. 2016 Jun; 33(3):227-34. PMID: 27258446.
    Citations: 1     Fields:    Translation:Humans
  142. 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 Mar; 2016:744-748. PMID: 29507536.
    Citations: 1     
  143. Johansen AR, Jin J, Maszczyk T, Dauwels J, Cash SS, Westover MB. EPILEPTIFORM SPIKE DETECTION VIA CONVOLUTIONAL NEURAL NETWORKS. Proc IEEE Int Conf Acoust Speech Signal Process. 2016 Mar; 2016:754-758. PMID: 29527131.
    Citations: 11     
  144. 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 Mar; 2016:749-753. PMID: 29527130.
    Citations: 1     
  145. Lee JW, LaRoche S, Choi H, Rodriguez Ruiz AA, Fertig E, Politsky JM, Herman ST, Loddenkemper T, Sansevere AJ, Korb PJ, Abend NS, Goldstein JL, Sinha SR, Dombrowski KE, Ritzl EK, Westover MB, Gavvala JR, Gerard EE, Schmitt SE, Szaflarski JP, Ding K, Haas KF, Buchsbaum R, Hirsch LJ, Wusthoff CJ, Hopp JL, Hahn CD. Development and Feasibility Testing of a Critical Care EEG Monitoring Database for Standardized Clinical Reporting and Multicenter Collaborative Research. J Clin Neurophysiol. 2016 Apr; 33(2):133-40. PMID: 26943901.
    Citations: 8     Fields:    Translation:Humans
  146. O'Rourke D, Chen PM, Gaspard N, Foreman B, McClain L, Karakis I, Mahulikar A, Westover MB. Response Rates to Anticonvulsant Trials in Patients with Triphasic-Wave EEG Patterns of Uncertain Significance. Neurocrit Care. 2016 Apr; 24(2):233-9. PMID: 26013921.
    Citations: 9     Fields:    Translation:Humans
  147. Jing J, Dauwels J, Rakthanmanon T, Keogh E, Cash SS, Westover MB. Rapid annotation of interictal epileptiform discharges via template matching under Dynamic Time Warping. J Neurosci Methods. 2016 12 01; 274:179-190. PMID: 26944098.
    Citations: 7     Fields:    Translation:Humans
  148. 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 Mar; 12(3):409-18. PMID: 26518699.
    Citations: 5     Fields:    Translation:Humans
  149. Fürbass F, Herta J, Koren J, Westover MB, Hartmann MM, Gruber A, Baumgartner C, Kluge T. Monitoring burst suppression in critically ill patients: Multi-centric evaluation of a novel method. Clin Neurophysiol. 2016 Apr; 127(4):2038-46. PMID: 26971487.
    Citations: 2     Fields:    Translation:Humans
  150. 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 Feb; 12(2):161-8. PMID: 26350602.
    Citations: 14     Fields:    Translation:Humans
  151. Hartings JA, Shuttleworth CW, Kirov SA, Ayata C, Hinzman JM, Foreman B, Andrew RD, Boutelle MG, Brennan KC, Carlson AP, Dahlem MA, Drenckhahn C, Dohmen C, Fabricius M, Farkas E, Feuerstein D, Graf R, Helbok R, Lauritzen M, Major S, Oliveira-Ferreira AI, Richter F, Rosenthal ES, Sakowitz OW, Sánchez-Porras R, Santos E, Schöll M, Strong AJ, Urbach A, Westover MB, Winkler MK, Witte OW, Woitzik J, Dreier JP. The continuum of spreading depolarizations in acute cortical lesion development: Examining Leão's legacy. J Cereb Blood Flow Metab. 2017 May; 37(5):1571-1594. PMID: 27328690.
    Citations: 89     Fields:    Translation:Humans
  152. Dreier JP, Fabricius M, Ayata C, Sakowitz OW, Shuttleworth CW, Dohmen C, Graf R, Vajkoczy P, Helbok R, Suzuki M, Schiefecker AJ, Major S, Winkler MK, Kang EJ, Milakara D, Oliveira-Ferreira AI, Reiffurth C, Revankar GS, Sugimoto K, Dengler NF, Hecht N, Foreman B, Feyen B, Kondziella D, Friberg CK, Piilgaard H, Rosenthal ES, Westover MB, Maslarova A, Santos E, Hertle D, Sánchez-Porras R, Jewell SL, Balança B, Platz J, Hinzman JM, Lückl J, Schoknecht K, Schöll M, Drenckhahn C, Feuerstein D, Eriksen N, Horst V, Bretz JS, Jahnke P, Scheel M, Bohner G, Rostrup E, Pakkenberg B, Heinemann U, Claassen J, Carlson AP, Kowoll CM, Lublinsky S, Chassidim Y, Shelef I, Friedman A, Brinker G, Reiner M, Kirov SA, Andrew RD, Farkas E, Güresir E, Vatter H, Chung LS, Brennan KC, Lieutaud T, Marinesco S, Maas AI, Sahuquillo J, Dahlem MA, Richter F, Herreras O, Boutelle MG, Okonkwo DO, Bullock MR, Witte OW, Martus P, van den Maagdenberg AM, Ferrari MD, Dijkhuizen RM, Shutter LA, Andaluz N, Schulte AP, MacVicar B, Watanabe T, Woitzik J, Lauritzen M, Strong AJ, Hartings JA. Recording, analysis, and interpretation of spreading depolarizations in neurointensive care: Review and recommendations of the COSBID research group. J Cereb Blood Flow Metab. 2017 05; 37(5):1595-1625. PMID: 27317657.
    Citations: 74     Fields:    Translation:Humans
  153. Struck AF, Cole AJ, Cash SS, Westover MB. The number of seizures needed in the EMU. Epilepsia. 2015 Nov; 56(11):1753-9. PMID: 26222350.
    Citations: 5     Fields:    Translation:Humans
  154. Auriel E, Westover MB, Bianchi MT, Reijmer Y, Martinez-Ramirez S, Ni J, Van Etten E, Frosch MP, Fotiadis P, Schwab K, Vashkevich A, Boulouis G, Younger AP, Johnson KA, Sperling RA, Hedden T, Gurol ME, Viswanathan A, Greenberg SM. Estimating Total Cerebral Microinfarct Burden From Diffusion-Weighted Imaging. Stroke. 2015 Aug; 46(8):2129-35. PMID: 26159796.
    Citations: 19     Fields:    Translation:Humans
  155. Alvarez V, Lee JW, Drislane FW, Westover MB, Novy J, Dworetzky BA, Rossetti AO. Practice variability and efficacy of clonazepam, lorazepam, and midazolam in status epilepticus: A multicenter comparison. Epilepsia. 2015 Aug; 56(8):1275-85. PMID: 26140660.
    Citations: 16     Fields:    Translation:Humans
  156. Struck AF, Westover MB. Variability in clinical assessment of neuroimaging in temporal lobe epilepsy. Seizure. 2015 Aug; 30:132-5. PMID: 26216698.
    Citations: 2     Fields:    Translation:Humans
  157. Hermans MC, Westover MB, van Putten MJAM, Hirsch LJ, Gaspard N. Quantification of EEG reactivity in comatose patients. Clin Neurophysiol. 2016 Jan; 127(1):571-580. PMID: 26183757.
    Citations: 11     Fields:    Translation:Humans
  158. Akeju O, Pavone KJ, Thum JA, Firth PG, Westover MB, Puglia M, Shank ES, Brown EN, Purdon PL. Age-dependency of sevoflurane-induced electroencephalogram dynamics in children. Br J Anaesth. 2015 Jul; 115 Suppl 1:i66-i76. PMID: 26174303.
    Citations: 17     Fields:    Translation:Humans
  159. Westover MB, Kim SE, Ching S, Purdon PL, Brown EN. Robust control of burst suppression for medical coma. J Neural Eng. 2015 Aug; 12(4):046004. PMID: 26020243.
    Citations: 4     Fields:    Translation:Humans
  160. 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 Jun; 56(6):933-41. PMID: 25953195.
    Citations: 4     Fields:    Translation:Humans
  161. 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. PMID: 25755638.
    Citations: 5     
  162. Shafi MM, Vernet M, Klooster D, Chu CJ, Boric K, Barnard ME, Romatoski K, Westover MB, Christodoulou JA, Gabrieli JD, Whitfield-Gabrieli S, Pascual-Leone A, Chang BS. Physiological consequences of abnormal connectivity in a developmental epilepsy. Ann Neurol. 2015 Mar; 77(3):487-503. PMID: 25858773.
    Citations: 20     Fields:    Translation:Humans
  163. Westover MB, Ching S, Kumaraswamy VM, Akeju SO, Pierce E, Cash SS, Kilbride R, Brown EN, Purdon PL. The human burst suppression electroencephalogram of deep hypothermia. Clin Neurophysiol. 2015 Oct; 126(10):1901-1914. PMID: 25649968.
    Citations: 9     Fields:    Translation:Humans
  164. Zhou DW, Westover MB, McClain LM, Nagaraj SB, Bajwa EK, Quraishi SA, Akeju O, Cobb JP, Purdon PL. Clustering analysis to identify distinct spectral components of encephalogram burst suppression in critically ill patients. Annu Int Conf IEEE Eng Med Biol Soc. 2015; 2015:7258-61. PMID: 26737967.
    Citations:    Translation:Humans
  165. Biswal S, Nip Z, Moura Junior V, Bianchi MT, Rosenthal ES, Westover MB. Automated information extraction from free-text EEG reports. Annu Int Conf IEEE Eng Med Biol Soc. 2015; 2015:6804-7. PMID: 26737856.
    Citations: 1     Translation:Humans