M. Brandon Westover

Broad Institute — United States

Neuroscience · Life Sciences

63h-index15.6kcitations632works1.92yr avg
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Research Topics

EEG and Brain-Computer Interfaces(197), Epilepsy research and treatment(140), Traumatic Brain Injury and Neurovascular Disturbances(60), Sleep and Wakefulness Research(56), Machine Learning in Healthcare(56)

Publications630 total

Is it possible to vaccinate AI against bias? An exploratory study in epilepsy
2025Open Access
Stanford Sleep Bench: Evaluating Polysomnography Pre-training Methods for Sleep Foundation Models
arXiv (Cornell University)·2025Open Access
Large-scale automated phenotyping of cardiac arrest and withdrawal of life-sustaining therapy using electronic health record data
Resuscitation·2025
Automated estimation of frequency and spatial extent of periodic and rhythmic epileptiform activity from continuous electroencephalography data
Journal of Neural Engineering·2025
Late‐onset unexplained epilepsy as a risk factor for cognitive impairment and dementia: Protocol for a multi‐center prospective longitudinal observational study ( <scp>ELUCID</scp> )
Epilepsia Open·2025· 1 citedOpen Access
Predicting Post-Traumatic Epilepsy with Automated Contusion Measurements using Acute CT Images: A Competing Risk Approach
2025Open Access
The Insomnia EEG Score: a new tool for the classification of people with poor sleep
SLEEP·2025· 2 cited
From Clinical Narrative to Diagnosis: Scalable Identification of Acquired Epilepsy
2025Open Access
Prediction of postoperative delirium in older adults from preoperative cognition and occipital alpha power from resting-state electroencephalogram
Age and Ageing·2025· 2 cited
Obstructive Sleep Apnea and Cerebral Microbleeds in Middle-Aged and Older Adults
JAMA Network Open·2025· 1 citedOpen Access
Conventional clinical characteristics do not predict the result of genetic testing in adults with epilepsy
Seizure·2025
Claims‐Based Machine Learning Classifier of Modified Rankin Scale in Acute Ischemic Stroke
Journal of the American Heart Association·2025· 1 citedOpen Access
Rigorous evaluation of five models for e‐diary‐only seizure forecasting: Retrospective and prospective datasets do not outperform the Napkin method
Epilepsia·2025· 3 cited
Decreasing the Epilepsy Treatment Gap in Tena, Ecuador: A Report From 2021 to 2023
Cureus·2025Open Access
The Brain Imaging and Neurophysiology Database: BINDing multimodal neural data into a large-scale repository
2025Open Access
Real-World Antiseizure Medication Prophylaxis and Outcomes in Hospitalized Adults with Acute Brain Injuries
Neurocritical Care·2025
Dual-outcome Prediction of Post-Ischemic Stroke Epilepsy and Mortality Using Multimodal Quantitative Biomarkers
2025Open Access
Dementia Risk and Machine Learning-Derived Brain Age Index from Sleep Electroencephalography: A Pooled Cohort Analysis of Over 7,000 Individuals Across Five Community Cohorts
2025Open Access
The Boston Children’s Hospital sleep corpus: a collection of 15695 annotated pediatric polysomnograms
SLEEP·2025
The <i>EEG Talk</i> experience: Lessons in e‐teaching <scp>EEG</scp>
Epileptic Disorders·2025
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Frequent Co-authors

Sydney S. Cash(14), Matt T. Bianchi(10), Andrew J. Cole(9), Eric S. Rosenthal(8), Haoqi Sun(8), Lawrence J. Hirsch(7), Oluwaseun Akeju(7), Nicolas Gaspard(6), Mouhsin M. Shafi(6), Daniel B. Hoch(6), Jong Woo Lee(5), Balaji Goparaju(5), Jin Jing(5), Suzette M. LaRoche(4), Hiba A. Haider(4), Brandon Foreman(4), Emery N. Brown(4), Justin Dauwels(4), Catherine J. Chu(4), Aaron F. Struck(4)