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Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform
We are joined by one of the paper's authors Dr. Tyler Loftus, assistant professor of surgery and acute care surgeon at the University of Florida. We discuss how surgical risk prediction tools might be integrated into clinical workflows, how they can be used to change surgeons' risk assessments and...
The Informatics Stack: A Heuristic Tool for Informatics Teaching
In this installment of the Surgical Informatics Lab journal club, we are joined by Dr. Harold Lehmann, Professor of Biomedical Informatics and Data Science at the Johns Hopkins University School of Medicine, and author of the paper. 📅 Date: May 2022 Venue: Zoom Speaker: Dr. Harold Lehmann Paper...
Evaluation of U.S. state opioid prescribing restrictions using patient opioid consumption patterns from a single, urban, academic institution.
Robinson, Kortney A, Jayson S Marwaha, Chris J Kennedy, Brendin R Beaulieu-Jones, Aaron Fleishman, Justin K Yu, Larry A Nathanson, and Gabriel A Brat. 2022. “Evaluation of U.S. State Opioid Prescribing Restrictions Using Patient Opioid Consumption Patterns from a Single, Urban, Academic Institution.”. Substance Abuse 43 (1): 932-36.
Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions: A National EHR Research Consortium Study.
Klann, Jeffrey G, Zachary H Strasser, Meghan R Hutch, Chris J Kennedy, Jayson S Marwaha, Michele Morris, Malarkodi Jebathilagam Samayamuthu, et al. 2022. “Distinguishing Admissions Specifically for COVID-19 from Incidental SARS-CoV-2 Admissions: A National EHR Research Consortium Study.”. MedRxiv : The Preprint Server for Health Sciences.
Research priorities for the surgical care of patients taking opioids preoperatively.
Marwaha, Jayson S, Brendin R Beaulieu-Jones, Chris J Kennedy, Mark C Bicket, and Gabriel A Brat. 2022. “Research Priorities for the Surgical Care of Patients Taking Opioids Preoperatively.”. Regional Anesthesia and Pain Medicine.
Reducing postoperative opioid pill prescribing via a quality improvement approach
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
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
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.