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Physiological Measurement|January 19, 2023
Building an automated, machine learning-enabled platform for predicting post-operative complicationsJeremy A Balch, Matthew M Ruppert, Benjamin Shickel, et al.Digital Health|November 3, 2022
Federated learning for preserving data privacy in collaborative healthcare researchTyler J Loftus, Matthew M Ruppert, Benjamin Shickel, et al.JAMA Network Open|November 10, 2021
Association of Postoperative Undertriage to Hospital Wards With Mortality and MorbidityTyler J Loftus, Matthew M Ruppert, Tezcan Ozrazgat-Baslanti, et al.Critical Care Explorations|August 12, 2024
Incorporating Patient Values in Large Language Model Recommendations for Surrogate and Proxy DecisionsVictoria J Nolan, Jeremy A Balch, Naveen P Baskaran, et al.Journal of Palliative Medicine|April 8, 2025
Honoring Advance Directives: A Scoping Review of Adherence and Impact on Value of CareAngus Hayes Chatham, Jeremy A Balch, Philip Hong, et al.JAMA Surgery|October 9, 2024
Risk-Specific Training Cohorts to Address Class Imbalance in Surgical Risk PredictionJeremy A Balch, Matthew M Ruppert, Ziyuan Guan, et al.Surgery|May 15, 2023
Resource use for cholecystectomy with versus without cholangiography: A multicenter, propensity-matched analysisAmanda C Filiberto, Molly Q Nyren, Patrick W Underwood, et al.PLOS Digital Health|January 2, 2023
Uncertainty-aware deep learning in healthcare: A scoping reviewTyler J Loftus, Benjamin Shickel, Matthew M Ruppert, et al.Surgery|December 14, 2022
A simulation curriculum for laparoscopic common bile duct exploration, balloon sphincterotomy, and endobiliary stenting: Associations with resident performance and autonomy in the operating roomMolly Q Nyren, Amanda C Filiberto, Patrick W Underwood, et al.Annals of Surgery|July 7, 2022
Postoperative Overtriage to an Intensive Care Unit Is Associated With Low Value of CareTyler J Loftus, Matthew M Ruppert, Tezcan Ozrazgat-Baslanti, et al.Pageof 18