Publications by authors named "Jeremy A Balch"

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Honoring Advance Directives: A Scoping Review of Adherence and Impact on Value of Care.
Angus Hayes Chatham, Jeremy A Balch, Philip Hong, Naveen Baskaran, Lauren Manganiello

J Palliat Med· November 2025

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Equipping mathematical models for hospital dynamics using information theory.
Jeremy A Balch, Jackson G Brandberg, Robert T Andris, Ian G Mesner, Daniel C Nametz

NPJ Digit Med· November 2025

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The Predictive Value of Basic Laparoscopic Evaluations on Complex Cases Using the Society for Improving Medical Procedural Learning Database.
Jeremy A Balch, Stefanie S Sebok-Syer, Kayla Marcotte, Alyssa A Pradarelli, Rebecca Moreci

J Surg Res· July 2025

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Language Models for Multilabel Document Classification of Surgical Concepts in Exploratory Laparotomy Operative Notes: Algorithm Development Study.
Jeremy A Balch, Sasank S Desaraju, Victoria J Nolan, Divya Vellanki, Timothy R Buchanan

JMIR Med Inform· July 2025

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Federated Learning for Predicting Major Postoperative Complications.
Yuanfang Ren, Yonggi Park, Benjamin Shickel, Ziyuan Guan, Ayush Patel, Jeremy A Balch

Ann Surg Open· June 2025

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Resident and Fellow Performance and Supervision in Surgical Oncology Procedures.
Patrick W Underwood, Jeremy A Balch, Amanda C Filiberto, Jordan M Cloyd, Timothy M Pawlik

J Am Coll Surg· December 2024

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Risk-Specific Training Cohorts to Address Class Imbalance in Surgical Risk Prediction.
Jeremy A Balch, Matthew M Ruppert, Ziyuan Guan, Timothy R Buchanan, Kenneth L Abbott

JAMA Surg· December 2024

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Predicting patient reported outcome measures: a scoping review for the artificial intelligence-guided patient preference predictor.
Jeremy A Balch, A Hayes Chatham, Philip K W Hong, Lauren Manganiello, Naveen Baskaran

Front Artif Intell· November 2024

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Critical appraisal of artificial intelligence in robotic surgery.
Jeremy A Balch, Kenneth L Abbott, Tyler J Loftus

Surgery· September 2024

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TRANSCRIPTOMIC DIFFERENCES IN PERIPHERAL MONOCYTE POPULATIONS IN SEPTIC PATIENTS BASED ON OUTCOME.
Evan L Barrios, Jaimar C Rincon, Micah Willis, Valerie E Polcz, Jack R Leary, Jeremy A Balch

Shock· August 2024

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Incorporating Patient Values in Large Language Model Recommendations for Surrogate and Proxy Decisions.
Victoria J Nolan, Jeremy A Balch, Naveen P Baskaran, Benjamin Shickel, Philip A Efron

Crit Care Explor· August 2024

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Community-engaged artificial intelligence research: A scoping review.
Tyler J Loftus, Jeremy A Balch, Kenneth L Abbott, Die Hu, Matthew M Ruppert

PLOS Digit Health· August 2024

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Association of Sociodemographic Factors With Overtriage, Undertriage, and Value of Care After Major Surgery.
Tyler J Loftus, Matthew M Ruppert, Benjamin Shickel, Tezcan Ozrazgat-Baslanti, Jeremy A Balch

Ann Surg Open· June 2024

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The dilemma of consent for AI in healthcare.
Jeremy A Balch, Barbara J Evans, Benjamin Shickel, Azra Bihorac, Gilbert R Upchurch

Surgery· May 2024

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Longitudinal clinical decision support for assessing decisions over time: State-of-the-art and future directions.
Tyler J Loftus, Jeremy A Balch, Jenna L Marquard, Jessica M Ray, Brian S Alper

Digit Health· May 2024

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Exosomal microRNA following severe trauma: Role in bone marrow dysfunction.
Jennifer A Munley, Micah L Willis, Gwendolyn S Gillies, Kolenkode B Kannan, Valerie E Polcz, Jeremy A Balch

J Trauma Acute Care Surg· April 2024

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Operating Room Supply Cost and Value of Care after Implementing a Sustainable Quality Intervention.
Amanda C Filiberto, Tyler J Loftus, Cristina J Crippen, Die Hu, Jeremy A Balch

J Am Coll Surg· April 2024

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Actionable artificial intelligence: Overcoming barriers to adoption of prediction tools.
Jeremy A Balch, Tyler J Loftus

Surgery· September 2023

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Postoperative Triage Hybrid Model: In Reply to Bellini and Bignami.
Tyler J Loftus, Jeremy A Balch, Gilbert R Upchurch, Azra Bihorac

J Am Coll Surg· August 2023

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Resource use for cholecystectomy with versus without cholangiography: A multicenter, propensity-matched analysis.
Amanda C Filiberto, Molly Q Nyren, Patrick W Underwood, Jeremy A Balch, Kenneth L Abbott

Surgery· August 2023

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Methods and evaluation metrics for reducing material waste in the operating room: a scoping review.
Jeremy A Balch, Jonathan R Krebs, Amanda C Filiberto, William G Montgomery, Lauren C Berkow

Surgery· August 2023

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Machine Learning-Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review.
Jeremy A Balch, Matthew M Ruppert, Tyler J Loftus, Ziyuan Guan, Yuanfang Ren

JMIR Med Inform· August 2023

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Defining critical illness using immunological endotypes in patients with and without sepsis: a cohort study.
Jeremy A Balch, Uan-I Chen, Oliver Liesenfeld, Petr Starostik, Tyler J Loftus

Crit Care· July 2023

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Defining critical illness using immunological endotypes in patients with and without of sepsis: A cohort study.
Jeremy A Balch, Uan-I Chen, Oliver Liesenfeld, Petr Starostik, Tyler J Loftus

Res Sq· May 2023

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Survival and neurologic outcomes following aortic occlusion for trauma and hemorrhagic shock in a hybrid operating room.
Jeremy A Balch, Tyler J Loftus, Philip A Efron, Alicia M Mohr, Gilbert R Upchurch

World J Emerg Surg· March 2023

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