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Reducing postoperative opioid pill prescribing via a quality improvement approach

Publication: Journal Article

Stensland, Kristian, Peter Chang, David Jiang, David Canes, Aaron Berkenwald, Adrian Waisman, Kortney Robinson, et al. 2021. “Reducing Postoperative Opioid Pill Prescribing via a Quality Improvement Approach”. International Journal for Quality in Health Care 33 (3).

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

Publication: Journal Article

Weber, Griffin, Chuan Hong, Nathan Palmer, Paul Avillach, Shawn Murphy, Alba Gutiérrez-Sacristán, Zongqi Xia, et al. 2021. “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”. MedRxiv.

International electronic health record-derived COVID-19 clinical course profiles: the 4CE consortium

Publication: Journal Article

Brat, Gabriel, Griffin Weber, Nils Gehlenborg, Paul Avillach, Nathan Palmer, Luca Chiovato, James Cimino, et al. 2020. “International Electronic Health Record-Derived COVID-19 Clinical Course Profiles: The 4CE Consortium”. NPJ Digit Med 3: 109.

Overview

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Our lab deals with some amazing informatics projects that are relevant to surgery. We are also still constructing this website, so please check back here soon.

Mukund Poddar

Person: MS Student, Harvard School of Public Health

A data scientist with a software engineering background, I aspire to implement cutting edge technology at the bedside.

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...

Research

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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...

William Yuan

Person: Data Science Postdoctoral Fellow

William is a postdoctoral fellow at the Department of Biomedical Informatics at Harvard Medical School, working on developing and evaluating AI-based clinical support systems.