Harvard Catalyst Profiles

Contact, publication, and social network information about Harvard faculty and fellows.

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

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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. R01NS107291 (WESTOVER, MICHAEL BRANDON) Sep 1, 2018 - May 31, 2023
    NIH/NINDS
    Big Data and Deep Learning for the Interictal-Ictal-Injury Continuum
    Role: Principal Investigator
  2. R01NS102190 (WESTOVER, MICHAEL BRANDON) Apr 1, 2018 - Mar 31, 2023
    NIH/NINDS
    Investigation of Sleep in the Intensive Care Unit (ICU-SLEEP)
    Role: Principal Investigator
  3. K23NS090900 (WESTOVER, MICHAEL BRANDON) Sep 1, 2014 - Jun 30, 2019
    NIH/NINDS
    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. Song J, Li Q, Pan M, Zhang B, Westover MB, Zhang R. Seizure tracking of epileptic EEG using a model-driven approach. J Neural Eng. 2019 May 23. PMID: 31121573.
    Citations:    
  2. Subramaniam T, Jain A, Hall LT, Cole AJ, Westover MB, Rosenthal ES, Struck AF. Lateralized periodic discharges frequency correlates with glucose metabolism. Neurology. 2019 Feb 12; 92(7):e670-e674. PMID: 30635488.
    Citations:    Fields:    
  3. 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 Dec 01; 25(12):1643-1650. PMID: 30445569.
    Citations:    
  4. 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 Dec; 46(12):e1213-e1221. PMID: 30247243.
    Citations:    Fields:    
  5. 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 Dec; 46(12):e1204-e1212. PMID: 30222634.
    Citations:    Fields:    
  6. van Leeuwen KG, Sun H, Tabaeizadeh M, Struck AF, van Putten MJAM, Westover MB. Detecting abnormal electroencephalograms using deep convolutional networks. Clin Neurophysiol. 2019 Jan; 130(1):77-84. PMID: 30481649.
    Citations:    Fields:    
  7. 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:    
  8. 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:    Fields:    Translation:Humans
  9. 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:    Fields:    
  10. 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:    Fields:    
  11. 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 Oct 09; 91(15):e1429-e1439. PMID: 30209239.
    Citations:    Fields:    
  12. 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 Nov; 129(11):2219-2227. PMID: 30212805.
    Citations:    Fields:    
  13. 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:    Fields:    Translation:Humans
  14. 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 Nov; 129(11):2284-2289. PMID: 30227348.
    Citations:    Fields:    
  15. Song J, Sun H, Jing J, Carlos L, Chao L, Cash SS, Zhang R, Westover MB. A Mean Field Model of Acute Hepatic Encephalopathy. Conf Proc IEEE Eng Med Biol Soc. 2018 Jul; 2018:2366-2369. PMID: 30440882.
    Citations:    Fields:    
  16. Jing J, drAngremont E, Zafar S, Rosenthal ES, Tabaeizadeh M, Ebrahim S, Dauwels J, Westover MB. Rapid Annotation of Seizures and Interictal-ictal Continuum EEG Patterns. Conf Proc IEEE Eng Med Biol Soc. 2018 Jul; 2018:3394-3397. PMID: 30441116.
    Citations:    Fields:    
  17. Thomas J, Comoretto L, Jin J, Dauwels J, Cash SS, Westover MB. EEG CLassification Via Convolutional Neural Network-Based Interictal Epileptiform Event Detection. Conf Proc IEEE Eng Med Biol Soc. 2018 Jul; 2018:3148-3151. PMID: 30441062.
    Citations:    Fields:    
  18. Herlopian A, Dietrich J, Abramson JS, Cole AJ, Westover MB. EEG findings in CAR T-cell therapy-related encephalopathy. Neurology. 2018 Jul 31; 91(5):227-229. PMID: 29959264.
    Citations:    Fields:    
  19. 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 Jun; 83(6):1174-1185. PMID: 29733464.
    Citations:    Fields:    
  20. 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:    Fields:    
  21. 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 May; 83(5):958-969. PMID: 29659050.
    Citations:    Fields:    
  22. 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: 1     Fields:    Translation:Humans
  23. 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 Apr; 83(4):858-862. PMID: 29537656.
    Citations: 1     Fields:    
  24. 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:    Fields:    
  25. 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
  26. 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:    Fields:    
  27. 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: 2     Fields:    Translation:Humans
  28. 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: 3     Fields:    Translation:Humans
  29. Bianchi MT, Thomas RJ, Westover MB. Response. Sleep Med. 2017 10; 38:160-161. PMID: 28843388.
    Citations:    Fields:    
  30. 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: 3     Fields:    Translation:Humans
  31. 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: 1     Fields:    Translation:Humans
  32. 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: 1     Fields:    Translation:Humans
  33. 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. Conf Proc IEEE Eng Med Biol Soc. 2017 07; 2017:4313-4316. PMID: 29060851.
    Citations:    Fields:    Translation:Humans
  34. Thomas J, Dauwels J, Cash SS, Westover MB. Automated epileptiform spike detection via affinity propagation-based template matching. Conf Proc IEEE Eng Med Biol Soc. 2017 07; 2017:3057-3060. PMID: 29060543.
    Citations:    Fields:    Translation:Humans
  35. 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:    Fields:    Translation:Humans
  36. 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:    Fields:    Translation:Humans
  37. 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:    
  38. 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: 1     
  39. 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:    Fields:    Translation:Humans
  40. 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: 1     Fields:    
  41. 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     
  42. 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:    Fields:    
  43. 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:    
  44. 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: 2     Fields:    Translation:Humans
  45. 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: 2     Fields:    Translation:Humans
  46. 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:    
  47. 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: 1     Fields:    Translation:Humans
  48. 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: 4     Fields:    Translation:Humans
  49. 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: 1     Fields:    Translation:Humans
  50. 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: 6     Fields:    Translation:Humans
  51. 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: 2     Fields:    Translation:Humans
  52. 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:    
  53. 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. Conf Proc IEEE Eng Med Biol Soc. 2016 08; 2016:6397-6400. PMID: 28269712.
    Citations:    Fields:    Translation:Humans
  54. 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: 7     Fields:    Translation:Humans
  55. 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: 1     Fields:    Translation:Humans
  56. 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: 12     Fields:    Translation:Humans
  57. 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: 3     Fields:    Translation:Humans
  58. 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
  59. 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: 2     Fields:    Translation:Humans
  60. 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
  61. 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:    
  62. 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:    
  63. 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     
  64. 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: 3     Fields:    Translation:Humans
  65. 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: 5     Fields:    Translation:Humans
  66. 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: 1     Fields:    Translation:Humans
  67. 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: 2     Fields:    Translation:Humans
  68. 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:    Fields:    Translation:Humans
  69. 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: 6     Fields:    Translation:Humans
  70. 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: 27     Fields:    Translation:Humans
  71. Dreier JP, Fabricius M, Ayata C, Sakowitz OW, William Shuttleworth C, 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 May; 37(5):1595-1625. PMID: 27317657.
    Citations: 22     Fields:    Translation:Humans
  72. 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: 4     Fields:    Translation:Humans
  73. 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: 9     Fields:    Translation:Humans
  74. 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: 9     Fields:    Translation:Humans
  75. Struck AF, Westover MB. Variability in clinical assessment of neuroimaging in temporal lobe epilepsy. Seizure. 2015 Aug; 30:132-5. PMID: 26216698.
    Citations:    Fields:    Translation:Humans
  76. 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: 5     Fields:    Translation:Humans
  77. 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: 9     Fields:    Translation:Humans
  78. 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: 2     Fields:    Translation:Humans
  79. 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: 3     Fields:    Translation:Humans
  80. 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: 2     
  81. 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: 11     Fields:    Translation:Humans
  82. 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: 3     Fields:    Translation:Humans
  83. 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. Conf Proc IEEE Eng Med Biol Soc. 2015; 2015:7258-61. PMID: 26737967.
    Citations:    Fields:    Translation:Humans
  84. Biswal S, Nip Z, Moura Junior V, Bianchi MT, Rosenthal ES, Westover MB. Automated information extraction from free-text EEG reports. Conf Proc IEEE Eng Med Biol Soc. 2015; 2015:6804-7. PMID: 26737856.
    Citations:    Fields:    Translation:Humans
  85. Ghassemi MM, Amorim E, Pati SB, Mark RG, Brown EN, Purdon PL, Westover MB. An enhanced cerebral recovery index for coma prognostication following cardiac arrest. Conf Proc IEEE Eng Med Biol Soc. 2015; 2015:534-7. PMID: 26736317.
    Citations: 1     Fields:    Translation:Humans
  86. An J, Jonnalagadda D, Moura V, Purdon PL, Brown EN, Westover MB. Spatial variation in automated burst suppression detection in pharmacologically induced coma. Conf Proc IEEE Eng Med Biol Soc. 2015; 2015:7430-3. PMID: 26738009.
    Citations: 2     Fields:    Translation:Humans
  87. 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. PMID: 25565990.
    Citations: 10     
  88. O'Connor KL, Westover MB, Phillips MT, Iftimia NA, Buckley DA, Ogilvy CS, Shafi MM, Rosenthal ES. High risk for seizures following subarachnoid hemorrhage regardless of referral bias. Neurocrit Care. 2014 Dec; 21(3):476-82. PMID: 24723663.
    Citations: 6     Fields:    Translation:Humans
  89. Alvarez V, Westover MB, Drislane FW, Dworetzky BA, Curley D, Lee JW, Rossetti AO. Evaluation of a clinical tool for early etiology identification in status epilepticus. Epilepsia. 2014 Dec; 55(12):2059-2068. PMID: 25385281.
    Citations: 2     Fields:    Translation:Humans
  90. Akeju O, Pavone KJ, Westover MB, Vazquez R, Prerau MJ, Harrell PG, Hartnack KE, Rhee J, Sampson AL, Habeeb K, Gao L, Lei G, Pierce ET, Walsh JL, Brown EN, Purdon PL. A comparison of propofol- and dexmedetomidine-induced electroencephalogram dynamics using spectral and coherence analysis. Anesthesiology. 2014 Nov; 121(5):978-89. PMID: 25187999.
    Citations: 26     Fields:    Translation:Humans
  91. Akeju O, Westover MB, Pavone KJ, Sampson AL, Hartnack KE, Brown EN, Purdon PL. Effects of sevoflurane and propofol on frontal electroencephalogram power and coherence. Anesthesiology. 2014 Nov; 121(5):990-8. PMID: 25233374.
    Citations: 32     Fields:    Translation:Humans
  92. Ng MC, Gaspard N, Cole AJ, Hoch DB, Cash SS, Bianchi M, O'Rourke DA, Rosenthal ES, Chu CJ, Westover MB. The standardization debate: A conflation trap in critical care electroencephalography. Seizure. 2015 Jan; 24:52-8. PMID: 25457454.
    Citations: 1     Fields:    Translation:Humans
  93. Bai Z, Huang GB, Wang D, Wang H, Westover MB. Sparse extreme learning machine for classification. IEEE Trans Cybern. 2014 Oct; 44(10):1858-70. PMID: 25222727.
    Citations: 3     Fields:    Translation:Humans
  94. Akama-Garren EH, Bianchi MT, Leveroni C, Cole AJ, Cash SS, Westover MB. Weighing the value of memory loss in the surgical evaluation of left temporal lobe epilepsy: a decision analysis. Epilepsia. 2014 Nov; 55(11):1844-53. PMID: 25244498.
    Citations: 1     Fields:    Translation:Humans
  95. Berkowitz AL, Westover MB, Bianchi MT, Chou SH. Aspirin for secondary prevention after stroke of unknown etiology in resource-limited settings. Neurology. 2014 Sep 09; 83(11):1004-11. PMID: 25122202.
    Citations: 5     Fields:    Translation:HumansPHPublic Health
  96. 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 Aug; 179(8 Suppl):47-54. PMID: 25102549.
    Citations: 1     Fields:    Translation:HumansPHPublic Health
  97. Berkowitz AL, Westover MB, Bianchi MT, Chou SH. Aspirin for acute stroke of unknown etiology in resource-limited settings: a decision analysis. Neurology. 2014 Aug 26; 83(9):787-93. PMID: 25056582.
    Citations: 3     Fields:    Translation:Humans
  98. Westover MB, Shafi MM, Bianchi MT, Moura LM, O'Rourke D, Rosenthal ES, Chu CJ, Donovan S, Hoch DB, Kilbride RD, Cole AJ, Cash SS. The probability of seizures during EEG monitoring in critically ill adults. Clin Neurophysiol. 2015 Mar; 126(3):463-71. PMID: 25082090.
    Citations: 14     Fields:    Translation:Humans
  99. 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 Feb; 15(1):42-4. PMID: 24997172.
    Citations:    Fields:    Translation:Humans
  100. Gaspard N, Hirsch LJ, LaRoche SM, Hahn CD, Westover MB. Interrater agreement for Critical Care EEG Terminology. Epilepsia. 2014 Sep; 55(9):1366-73. PMID: 24888711.
    Citations: 25     Fields:    Translation:Humans
  101. 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 Jun; 34(3):400-2. PMID: 24743722.
    Citations:    Fields:    Translation:Humans
  102. 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. PMID: 24936142.
    Citations:    Fields:    Translation:Humans
  103. Moura LM, Shafi MM, Ng M, Pati S, Cash SS, Cole AJ, Hoch DB, Rosenthal ES, Westover MB. Spectrogram screening of adult EEGs is sensitive and efficient. Neurology. 2014 Jul 01; 83(1):56-64. PMID: 24857926.
    Citations: 8     Fields:    Translation:HumansPHPublic Health
  104. Eiseman NA, Bianchi MT, Westover MB. The information theoretic perspective on medical diagnostic inference. Hosp Pract (1995). 2014 Apr; 42(2):125-38. PMID: 24769791.
    Citations:    Fields:    
  105. Kheder A, Bianchi MT, Westover MB. Burst suppression in sleep in a routine outpatient EEG. Epilepsy Behav Case Rep. 2014; 2:71-4. PMID: 25667874.
    Citations: 1     
  106. Ng MC, Westover MB, Cole AJ. Treating seizures in Creutzfeldt-Jakob disease. Epilepsy Behav Case Rep. 2014; 2:75-9. PMID: 25667875.
    Citations:    
  107. Williamson CA, Wahlster S, Shafi MM, Westover MB. Sensitivity of compressed spectral arrays for detecting seizures in acutely ill adults. Neurocrit Care. 2014 Feb; 20(1):32-9. PMID: 24052456.
    Citations: 8     Fields:    Translation:Humans
  108. 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. PMID: 25570976.
    Citations: 4     Fields:    Translation:Humans
  109. Ching S, Liberman MY, Chemali JJ, Westover MB, Kenny JD, Solt K, Purdon PL, Brown EN. Real-time closed-loop control in a rodent model of medically induced coma using burst suppression. Anesthesiology. 2013 Oct; 119(4):848-60. PMID: 23770601.
    Citations: 14     Fields:    Translation:Animals
  110. Brandon Westover M, Shafi MM, Ching S, Chemali JJ, Purdon PL, Cash SS, Brown EN. Real-time segmentation of burst suppression patterns in critical care EEG monitoring. J Neurosci Methods. 2013 Sep 30; 219(1):131-41. PMID: 23891828.
    Citations: 8     Fields:    Translation:Humans
  111. Westover MB, Bianchi MT, Shafi M, Hoch DB, Cole AJ, Chiappa K, Cash SS. Inferring seizure frequency from brief EEG recordings. J Clin Neurophysiol. 2013 Apr; 30(2):174-7. PMID: 23545768.
    Citations:    Fields:    Translation:Humans
  112. Ferguson M, Bianchi MT, Sutter R, Rosenthal ES, Cash SS, Kaplan PW, Westover MB. Calculating the risk benefit equation for aggressive treatment of non-convulsive status epilepticus. Neurocrit Care. 2013 Apr; 18(2):216-27. PMID: 23065689.
    Citations: 6     Fields:    Translation:Humans
  113. Westover MB, Bianchi MT, Yang C, Schneider JA, Greenberg SM. Estimating cerebral microinfarct burden from autopsy samples. Neurology. 2013 Apr 09; 80(15):1365-9. PMID: 23486880.
    Citations: 33     Fields:    Translation:Humans
  114. 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. PMID: 24111383.
    Citations: 6     Fields:    Translation:Humans
  115. 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 Dec 15; 8(6):655-66A. PMID: 23243399.
    Citations: 16     Fields:    Translation:Humans
  116. Westover MB, Eiseman NA, Cash SS, Bianchi MT. Information theoretic quantification of diagnostic uncertainty. Open Med Inform J. 2012; 6:36-50. PMID: 23304251.
    Citations: 1     
  117. Shafi MM, Westover MB, Cole AJ, Kilbride RD, Hoch DB, Cash SS. Absence of early epileptiform abnormalities predicts lack of seizures on continuous EEG. Neurology. 2012 Oct 23; 79(17):1796-801. PMID: 23054233.
    Citations: 8     Fields:    Translation:Humans
  118. Srinivasan P, Westover MB, Bianchi MT. Propagation of uncertainty in Bayesian diagnostic test interpretation. South Med J. 2012 Sep; 105(9):452-9. PMID: 22948322.
    Citations: 1     Fields:    Translation:Humans
  119. Westover MB, Eiseman NA, Bianchi MT. Should risky treatments be reserved for secondary prevention? Theoretical considerations regarding risk-benefit tradeoffs. J Clin Epidemiol. 2012 Aug; 65(8):877-86. PMID: 22640567.
    Citations:    Fields:    Translation:HumansPHPublic Health
  120. 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 Mar; 35(6):805-25. PMID: 22429242.
    Citations: 33     Fields:    Translation:Humans
  121. Chu CJ, Kramer MA, Pathmanathan J, Bianchi MT, Westover MB, Wizon L, Cash SS. Emergence of stable functional networks in long-term human electroencephalography. J Neurosci. 2012 Feb 22; 32(8):2703-13. PMID: 22357854.
    Citations: 34     Fields:    Translation:Humans
  122. Westover MB, Cormier J, Bianchi MT, Shafi M, Kilbride R, Cole AJ, Cash SS. Revising the "Rule of Three" for inferring seizure freedom. Epilepsia. 2012 Feb; 53(2):368-76. PMID: 22191711.
    Citations: 2     Fields:    Translation:Humans
  123. Thakur KT, Westover MB. Cerebral infarction due to smoker's polycythemia. BMJ Case Rep. 2011 Oct 28; 2011. PMID: 22675101.
    Citations: 3     Fields:    Translation:Humans
  124. Westover MB, Cohen AB. Reversible vasoconstriction syndrome with bilateral basal ganglia hemorrhages. J Neuroimaging. 2013 Jan; 23(1):122-5. PMID: 21899647.
    Citations:    Fields:    Translation:Humans
  125. Westover KD, Westover MB, Winer EP, Richardson AL, Iglehart JD, Punglia RS. Should a sentinel node biopsy be performed in patients with high-risk breast cancer? Int J Breast Cancer. 2011; 2011:973245. PMID: 22295240.
    Citations:    
  126. Eiseman NA, Westover MB, Mietus JE, Thomas RJ, Bianchi MT. Classification algorithms for predicting sleepiness and sleep apnea severity. J Sleep Res. 2012 Feb; 21(1):101-12. PMID: 21752133.
    Citations: 12     Fields:    Translation:Humans
  127. Westover MB, Westover KD, Bianchi MT. Significance testing as perverse probabilistic reasoning. BMC Med. 2011 Feb 28; 9:20. PMID: 21356064.
    Citations: 5     Fields:    Translation:Humans
  128. Westover MB, Bianchi MT, Eckman MH, Greenberg SM. Statin use following intracerebral hemorrhage: a decision analysis. Arch Neurol. 2011 May; 68(5):573-9. PMID: 21220650.
    Citations: 16     Fields:    Translation:Humans
  129. Chu-Shore J, Westover MB, Bianchi MT. Power law versus exponential state transition dynamics: application to sleep-wake architecture. PLoS One. 2010 Dec 02; 5(12):e14204. PMID: 21151998.
    Citations: 18     Fields:    Translation:Humans
  130. Zhang WJ, Westover MB, Keary CJ. Premortem diagnosis of sporadic Creutzfeldt-Jakob disease aided by positron-emission tomography imaging. AJNR Am J Neuroradiol. 2011 Jan; 32(1):E18. PMID: 21071534.
    Citations: 1     Fields:    Translation:Humans
  131. Woeltje KF, Butler AM, Goris AJ, Tutlam NT, Doherty JA, Westover MB, Ferris V, Bailey TC. Automated surveillance for central line-associated bloodstream infection in intensive care units. Infect Control Hosp Epidemiol. 2008 Sep; 29(9):842-6. PMID: 18713052.
    Citations: 10     Fields:    Translation:HumansPHPublic Health
  132. Eliasmith C, Westover MB, Anderson CH. A general framework for neurobiological modeling: an application to the vestibular system. Neurocomputing. 2002 Jun; 44-46:1071-6. PMID: 12744262.
    Citations: 4     Translation:HumansAnimalsCells
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©2019 President and Fellows of Harvard College
Funded by the NIH/NCATS Clinical and Translational Science Award (CTSA) program, grant number UL1TR001102, and through institutional support from Harvard University, Harvard Medical School, Harvard T.H. Chan School of Public Health, Beth Israel Deaconess Medical Center, Boston Children's Hospital, Brigham and Women's Hospital, Massachusetts General Hospital and the Dana Farber Cancer Institute.