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208 results found

Who doesn't fit? A multi-institutional study using machine learning to uncover the limits of opioid prescribing guidelines.

Publication: Journal Article

Yu, Justin K, Jayson S Marwaha, Chris J Kennedy, Kortney A Robinson, Aaron Fleishman, Brendin R Beaulieu-Jones, Josh Bleicher, Lyen C Huang, Peter Szolovits, and Gabriel A Brat. 2022. “Who Doesn’t Fit? A Multi-Institutional Study Using Machine Learning to Uncover the Limits of Opioid Prescribing Guidelines.”. Surgery 172 (2): 655-62.

International electronic health record-derived post-acute sequelae profiles of COVID-19 patients.

Publication: Journal Article

Zhang, Harrison G, Arianna Dagliati, Zahra Shakeri Hossein Abad, Xin Xiong, Clara-Lea Bonzel, Zongqi Xia, Bryce W Q Tan, et al. 2022. “International Electronic Health Record-Derived Post-Acute Sequelae Profiles of COVID-19 Patients.”. NPJ Digital Medicine 5 (1): 81.

SurvMaximin: Robust federated approach to transporting survival risk prediction models.

Publication: Journal Article

Wang, Xuan, Harrison G Zhang, Xin Xiong, Chuan Hong, Griffin M Weber, Gabriel A Brat, Clara-Lea Bonzel, et al. 2022. “SurvMaximin: Robust Federated Approach to Transporting Survival Risk Prediction Models.”. Journal of Biomedical Informatics 134: 104176.

What Every Reader Should Know About Studies Using Electronic Health Record Data but May Be Afraid to Ask

Publication: Journal Article

Kohane, Isaac, Bruce Aronow, Paul Avillach, Brett Beaulieu-Jones, Riccardo Bellazzi, Robert Bradford, Gabriel Brat, et al. 2021. “What Every Reader Should Know About Studies Using Electronic Health Record Data But May Be Afraid to Ask”. J Med Internet Res 23 (3): e22219.

Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery

Publication: Journal Article

Zhang, Michael, Xiaotian Cheng, Daniel Copeland, Arjun Desai, Melody Guan, Gabriel Brat, and Serena Yeung. 2020. “Using Computer Vision to Automate Hand Detection and Tracking of Surgeon Movements in Videos of Open Surgery”. AMIA Annu Symp Proc 2020: 1373-82.

Dr. Gabriel Brat

Person: Assistant Professor of Surgery, Beth Israel Deaconess Medical Center

Gabriel Brat MD, MPH, MSc is a trauma surgeon and critical care physician at Beth Israel Deaconess Medical Center and a faculty in biomedical informatics at Harvard Medical School. As the director of the Surgical Informatics Lab, Dr. Brat has a broad research focus on informatics tools to improve...

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The lab focuses on Surgical Informatics and everything that entails. Our projects revolve around using Machine Learning to improve outcomes of various surgical procedures. Some of our current projects are listed below. Opioid Prescribing Surgical patients often require opioid pain prescriptions...

Two-Photon Microscopy Reveals Changes in Cellular Morphology and NADH and FAD Oxidation-Reduction States in Ischemic Small Bowel Allografts: 2044

Publication: Journal Article

Mao, Q, W Liang, Y Zhang, G Brat, J Grahammer, J Christensen, D Cooney, et al. 2012. “Two-Photon Microscopy Reveals Changes in Cellular Morphology and NADH and FAD Oxidation-Reduction States in Ischemic Small Bowel Allografts: 2044”. Transplantation 94 (10S): 741.

Near-infrared lymphography as a minimally invasive modality for imaging lymphatic reconstitution in a rat orthotopic hind limb transplantation model

Publication: Journal Article

Buretta, Kate J, Gabriel A Brat, Joani M Christensen, Zuhaib Ibrahim, Johanna Grahammer, Georg J Furtmüller, Hiroo Suami, et al. 2013. “Near-Infrared Lymphography As a Minimally Invasive Modality for Imaging Lymphatic Reconstitution in a Rat Orthotopic Hind Limb Transplantation Model”. Transplant International 26 (9): 928-37.

Missing consent forms in the preoperative area: a single-center assessment of the scope of the problem and its downstream effects

Publication: Journal Article

Garonzik-Wang, Jacqueline M, Gabriel Brat, Jose H Salazar, Andrew Dhanasopon, Anthony Lin, Adesola Akinkuotu, Andres O’Daly, et al. 2013. “Missing Consent Forms in the Preoperative Area: A Single-Center Assessment of the Scope of the Problem and Its Downstream Effects”. JAMA Surgery 148 (9): 886-89.