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Surgery|May 17, 2023
Actionable artificial intelligence: Overcoming barriers to adoption of prediction toolsJeremy A Balch, Tyler J LoftusThe Journal of Surgical Research|May 28, 2025
The Predictive Value of Basic Laparoscopic Evaluations on Complex Cases Using the Society for Improving Medical Procedural Learning DatabaseJeremy A Balch, Stefanie S Sebok-Syer, Kayla Marcotte, et al.Frontiers in Artificial Intelligence|November 20, 2024
Predicting patient reported outcome measures: a scoping review for the artificial intelligence-guided patient preference predictorJeremy A Balch, A Hayes Chatham, Philip K W Hong, et al.Journal of the American College of Surgeons|January 20, 2026
Goals of Care Transitions following Postoperative UndertriageTyler J Loftus, Matthew M Ruppert, Die Hu, et al.Frontiers in Surgery|June 3, 2022
Gamification for Machine Learning in Surgical Patient EngagementJeremy A Balch, Philip A Efron, Azra Bihorac, et al.Annals of Surgery Open : Perspectives of Surgical History, Education, and Clinical Approaches|June 25, 2025
Federated Learning for Predicting Major Postoperative ComplicationsYuanfang Ren, Yonggi Park, Benjamin Shickel, et al.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.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.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.Pageof 21