Agniel, Denis, Gabriel A Brat, Jayson S Marwaha, Kathe Fox, Daniel Knecht, Harold L Paz, Mark C Bicket, Brian Yorkgitis, Nathan Palmer, and Isaac Kohane. 2022. “Association of Postsurgical Opioid Refills for Patients With Risk of Opioid Misuse and Chronic Opioid Use Among Family Members”. JAMA Network Open 5 (7): e2221316—e2221316.
Publications
2022
Zhang, Harrison G, Arianna Dagliati, Zahra Shakeri Hossein Abad, Xin Xiong, Clara-Lea Bonzel, Zongqi Xia, Bryce WQ Tan, et al. 2022. “International Electronic Health Record-Derived Post-Acute Sequelae Profiles of COVID-19 Patients”. NPJ Digital Medicine 5 (1): 81.
Hong, Chuan, Harrison G Zhang, Sehi L Yi, Griffin Weber, Paul Avillach, Bryce WQ Tan, Alba Guti\ errez-Sacrist\ an, et al. 2022. “Changes in Laboratory Value Improvement and Mortality Rates over the Course of the Pandemic: An International Retrospective Cohort Study of Hospitalised Patients Infected With SARS-CoV-2”. BMJ Open 12 (6): e057725.
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 47 (10): 589-91.
Weber, Griffin M, Chuan Hong, Zongqi Xia, Nathan P Palmer, Paul Avillach, Sehi L’yi, Mark S Keller, et al. 2022. “International Comparisons of Laboratory Values from the 4CE Collaborative to Predict COVID-19 Mortality”. NPJ Digital Medicine 5 (1): 74.
Kennedy, Chris J, Jayson S Marwaha, Brendin R Beaulieu-Jones, Nina Scalise, Kortney A Robinson, Brandon Booth, Aaron Fleishman, Larry A Nathanson, and Gabriel A Brat. 2022. “Machine Learning Nonresponse Adjustment of Patient-Reported Opioid Consumption Data to Enable Consumption-Informed Postoperative Opioid Prescribing Guidelines”. Surgery in Practice and Science 10: 100098.
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: National Retrospective Electronic Health Record Study”. Journal of Medical Internet Research 24 (5): e37931.
Justin, Yu, 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.
Gisladottir, Undina, Drashko Nakikj, Rashi Jhunjhunwala, Jasmine Panton, Gabriel Brat, Nils Gehlenborg, and . 2022. “Effective Communication of Personalized Risks and Patient Preferences During Surgical Informed Consent Using Data Visualization: Qualitative Semistructured Interview Study With Patients After Surgery”. JMIR Human Factors 9 (2): e29118.
Brat, Gabriel A. 2022. “Machine Learning to Improve Opioid Prescribing Practices”. NEJM Catalyst Innovations in Care Delivery 3 (2).