Search

Search results

14 results found

Evaluation of U.S. state opioid prescribing restrictions using patient opioid consumption patterns from a single, urban, academic institution.

Publication: Journal Article

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.

Publication: Journal Article

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.

Publication: Journal Article

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.

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.

Comparing Clinician Consensus Recommendations to Patient-reported Opioid Use Across Multiple Hospital Systems.

Publication: Journal Article

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.

Association of Postsurgical Opioid Refills for Patients With Risk of Opioid Misuse and Chronic Opioid Use Among Family Members.

Publication: Journal Article

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.

Opioid Prescribing

Page

Surgical patients often require opioid pain prescriptions after discharge from the hospital to control their pain during recovery, but healthcare providers may overestimate the number of pills the patient needs - contributing to pill diversion and opioid misuse. We are leveraging machine learning...

Deploying digital health tools within large, complex health systems: key considerations for adoption and implementation.

Publication: Journal Article

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.