Gabe Brat, PhD

Gabriel Brat, MD

Assistant Professor of Surgery, Beth Israel Deaconess Medical Center
Assistant Professor of Biomedical Informatics, Harvard Medical School (Secondary)

Gabriel Brat is a trauma surgeon, surgical intensivist, and assistant professor of surgery at Beth Israel Deaconess Medical Center. He is also an assistant professor in biomedical informatics at Harvard Medical School (secondary). As the director of the Surgical Informatics Lab, Dr. Brat has a broad research focus on informatics tools to improve surgical outcomes. His interests include clinical decision support to optimize surgical opioid prescribing, computer vision of open surgical videos for performance analysis and feedback, and leveraging large-scale database and machine learning models to inform surgical planning and improve outcomes. As the co-founder of a successful recently acquired machine learning and computer vision company, he now teaches health IT innovation courses at the medical school and mentors several digital health startups. Gabriel has an undergraduate degree in bioengineering and a graduate degree in public health and biostatistics from the London School of Hygiene and Tropical Medicine. He completed his medical training at Stanford University and his surgical residency at Johns Hopkins Hospital.

What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask.
Authors: Kohane IS, Aronow BJ, Avillach P, Beaulieu-Jones BK, Bellazzi R, Bradford RL, Brat GA, Cannataro M, Cimino JJ, García-Barrio N, Gehlenborg N, Ghassemi M, Gutiérrez-Sacristán A, Hanauer DA, Holmes JH, Hong C, Klann JG, Loh NHW, Luo Y, Mandl KD, Daniar M, Moore JH, Murphy SN, Neuraz A, Ngiam KY, Omenn GS, Palmer N, Patel LP, Pedrera-Jiménez M, Sliz P, South AM, Tan ALM, Taylor DM, Taylor BW, Torti C, Vallejos AK, Wagholikar KB, Weber GM, Cai T.
J Med Internet Res
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International Comparisons of Harmonized Laboratory Value Trajectories to Predict Severe COVID-19: Leveraging the 4CE Collaborative Across 342 Hospitals and 6 Countries: A Retrospective Cohort Study.
Authors: Weber GM, Hong C, Palmer NP, Avillach P, Murphy SN, Gutiérrez-Sacristán A, Xia Z, Serret-Larmande A, Neuraz A, Omenn GS, Visweswaran S, Klann JG, South AM, Loh NHW, Cannataro M, Beaulieu-Jones BK, Bellazzi R, Agapito G, Alessiani M, Aronow BJ, Bell DS, Bellasi A, Benoit V, Beraghi M, Boeker M, Booth J, Bosari S, Bourgeois FT, Brown NW, Bucalo M, Chiovato L, Chiudinelli L, Dagliati A, Devkota B, DuVall SL, Follett RW, Ganslandt T, García Barrio N, Gradinger T, Griffier R, Hanauer DA, Holmes JH, Horki P, Huling KM, Issitt RW, Jouhet V, Keller MS, Kraska D, Liu M, Luo Y, Lynch KE, Malovini A, Mandl KD, Mao C, Maram A, Matheny ME, Maulhardt T, Mazzitelli M, Milano M, Moore JH, Morris JS, Morris M, Mowery DL, Naughton TP, Ngiam KY, Norman JB, Patel LP, Pedrera Jimenez M, Ramoni RB, Schriver ER, Scudeller L, Sebire NJ, Serrano Balazote P, Spiridou A, Tan AL, Tan BW, Tibollo V, Torti C, Trecarichi EM, Vitacca M, Zambelli A, Zucco C, Kohane IS, Cai T, Brat GA.
medRxiv
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Opioid Consumption After Gender-Affirming Mastectomy and Two Other Breast Surgeries.
Authors: Robinson KA, Duncan S, Austrie J, Fleishman A, Tobias A, Hopwood RA, Brat G.
J Surg Res
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Comparing Clinician Consensus Recommendations to Patient-reported Opioid Use Across Multiple Hospital Systems.
Authors: Robinson KA, Thiels CA, Stokes S, Duncan S, Feranil M, Fleishman A, Cook CH, Nathanson LA, Huang LC, Habermann EB, Brat GA.
Ann Surg
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Incidence, Prediction, and Causes of Unplanned 30-Day Hospital Admission After Ambulatory Procedures.
Authors: Teja B, Raub D, Friedrich S, Rostin P, Patrocínio MD, Schneider JC, Shen C, Brat GA, Houle TT, Yeh RW, Eikermann M.
Anesth Analg
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Protecting Surgical Teams During the COVID-19 Outbreak: A Narrative Review and Clinical Considerations.
Authors: Brat GA, Hersey S, Chhabra K, Gupta A, Scott J.
Ann Surg
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Estimates of healthcare spending for preterm and low-birthweight infants in a commercially insured population: 2008-2016.
Authors: Beam AL, Fried I, Palmer N, Agniel D, Brat G, Fox K, Kohane I, Sinaiko A, Zupancic JAF, Armstrong J.
J Perinatol
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International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium.
Authors: Brat GA, Weber GM, Gehlenborg N, Avillach P, Palmer NP, Chiovato L, Cimino J, Waitman LR, Omenn GS, Malovini A, Moore JH, Beaulieu-Jones BK, Tibollo V, Murphy SN, Yi SL, Keller MS, Bellazzi R, Hanauer DA, Serret-Larmande A, Gutierrez-Sacristan A, Holmes JJ, Bell DS, Mandl KD, Follett RW, Klann JG, Murad DA, Scudeller L, Bucalo M, Kirchoff K, Craig J, Obeid J, Jouhet V, Griffier R, Cossin S, Moal B, Patel LP, Bellasi A, Prokosch HU, Kraska D, Sliz P, Tan ALM, Ngiam KY, Zambelli A, Mowery DL, Schiver E, Devkota B, Bradford RL, Daniar M, Daniel C, Benoit V, Bey R, Paris N, Serre P, Orlova N, Dubiel J, Hilka M, Jannot AS, Breant S, Leblanc J, Griffon N, Burgun A, Bernaux M, Sandrin A, Salamanca E, Cormont S, Ganslandt T, Gradinger T, Champ J, Boeker M, Martel P, Esteve L, Gramfort A, Grisel O, Leprovost D, Moreau T, Varoquaux G, Vie JJ, Wassermann D, Mensch A, Caucheteux C, Haverkamp C, Lemaitre G, Bosari S, Krantz ID, South A, Cai T, Kohane IS.
NPJ Digit Med
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Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery.
Authors: Zhang M, Cheng X, Copeland D, Desai A, Guan MY, Brat GA, Yeung S.
AMIA Annu Symp Proc
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Addressing Limitations in Case-Control Study of Patients Undergoing Resuscitative Endovascular Balloon Occlusion of the Aorta.
Authors: Yuan W, Cook CH, Brat GA.
JAMA Surg
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