Publications

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).

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 US State Opioid Prescribing Restrictions Using Patient Opioid Consumption Patterns from a Single, Urban, Academic Institution”. Substance Abuse 43 (1): 932-36.

Gordon, William, Keith Boell, Gabriel A Brat, and Sarah L Rudman. 2022. “AI for Enhancing Public Health”. NEJM Catalyst Innovations in Care Delivery 3 (2).

Marwaha, Jayson S, Brendin R Beaulieu-Jones, Chris J Kennedy, Larry A Nathanson, Kortney Robinson, Manu Tandon, and Gabriel A Brat. 2022. “Design, Implementation, and Clinical Impact of a Machine Learning—assisted Intervention Bundle to Improve Opioid Prescribing”. NEJM Catalyst Innovations in Care Delivery 3 (4): CAT—21.

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.

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.

Marwaha, Jayson S, Chris J Kennedy, and Gabriel A Brat. 2022. “Surgical Residency Programs Should Leverage Recent Advances in National Policy, Real-World Data, and Public Opinion to Improve Post-Surgery Opioid Prescribing”. Journal of Graduate Medical Education 14 (1): 25-29.

Marwaha, Jayson S, Adam B Landman, Gabriel A Brat, Todd Dunn, and William J Gordon. 2022. “Deploying Digital Health Tools Within Large, Complex Health Systems: Key Considerations for Adoption and Implementation”. NPJ Digital Medicine 5 (1): 13.

Robinson, Kortney A, Cornelius A Thiels, Sean Stokes, Sarah Duncan, Mario Feranil, Aaron Fleishman, Charles H Cook, et al. 2022. “Comparing Clinician Consensus Recommendations to Patient-Reported Opioid Use across Multiple Hospital Systems”. Annals of Surgery 275 (2): e361—e365.