Defining critical illness using immunological endotypes in patients with and without sepsis: a cohort study
Balch, Jeremy A, Chen, Uan-I, Liesenfeld, Oliver, Starostik, Petr, Loftus, Tyler J, Efron, Philip A, Brakenridge, Scott C, Sweeney, Timothy E, Moldawer, Lyle L
Published in Critical care (London, England) (20.07.2023)
Published in Critical care (London, England) (20.07.2023)
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Journal Article
Machine Learning Applications in Solid Organ Transplantation and Related Complications
Balch, Jeremy A, Delitto, Daniel, Tighe, Patrick J, Zarrinpar, Ali, Efron, Philip A, Rashidi, Parisa, Upchurch, Jr, Gilbert R, Bihorac, Azra, Loftus, Tyler J
Published in Frontiers in immunology (16.09.2021)
Published in Frontiers in immunology (16.09.2021)
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Journal Article
Surgical resident experience with common bile duct exploration and assessment of performance and autonomy with formative feedback
Nyren, Molly Q, Filiberto, Amanda C, Underwood, Patrick W, Abbott, Kenneth L, Balch, Jeremy A, Mas, Francesca Dal, Cobianchi, Lorenzo, Efron, Philip A, George, Brian C, Shickel, Benjamin, Upchurch, Jr, Gilbert R, Sarosi, Jr, George A, Loftus, Tyler J
Published in World journal of emergency surgery (06.02.2023)
Published in World journal of emergency surgery (06.02.2023)
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Journal Article
From bench to bedside: Pursuing equity in precision medicine approaches to pancreatic cancer care
Herremans, Kelly M, Riner, Andrea N, Charles, Angel M, Balch, Jeremy A, Vudatha, Vignesh, Freudenberger, Devon C, Nassour, Ibrahim, Hughes, Steven J, Trevino, Jose G, Loftus, Tyler J
Published in Frontiers in oncology (08.12.2022)
Published in Frontiers in oncology (08.12.2022)
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Journal Article
Survival and neurologic outcomes following aortic occlusion for trauma and hemorrhagic shock in a hybrid operating room
Balch, Jeremy A, Loftus, Tyler J, Efron, Philip A, Mohr, Alicia M, Upchurch, Jr, Gilbert R, Smith, R Stephen
Published in World journal of emergency surgery (23.03.2023)
Published in World journal of emergency surgery (23.03.2023)
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Journal Article
Phenotype clustering in health care: A narrative review for clinicians
Loftus, Tyler J, Shickel, Benjamin, Balch, Jeremy A, Tighe, Patrick J, Abbott, Kenneth L, Fazzone, Brian, Anderson, Erik M, Rozowsky, Jared, Ozrazgat-Baslanti, Tezcan, Ren, Yuanfang, Berceli, Scott A, Hogan, William R, Efron, Philip A, Moorman, J Randall, Rashidi, Parisa, Upchurch, Jr, Gilbert R, Bihorac, Azra
Published in Frontiers in artificial intelligence (12.08.2022)
Published in Frontiers in artificial intelligence (12.08.2022)
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Journal Article
Gamification for Machine Learning in Surgical Patient Engagement
Balch, Jeremy A, Efron, Philip A, Bihorac, Azra, Loftus, Tyler J
Published in Frontiers in surgery (22.04.2022)
Published in Frontiers in surgery (22.04.2022)
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Journal Article
Machine Learning-Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review
Balch, Jeremy A, Ruppert, Matthew M, Loftus, Tyler J, Guan, Ziyuan, Ren, Yuanfang, Upchurch, Gilbert R, Ozrazgat-Baslanti, Tezcan, Rashidi, Parisa, Bihorac, Azra
Published in JMIR medical informatics (24.08.2023)
Published in JMIR medical informatics (24.08.2023)
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Journal Article
Longitudinal clinical decision support for assessing decisions over time: State-of-the-art and future directions
Loftus, Tyler J, Balch, Jeremy A, Marquard, Jenna L, Ray, Jessica M, Alper, Brian S, Ojha, Neeraj, Bihorac, Azra, Melton-Meaux, Genevieve, Khanna, Gopal, Tignanelli, Christopher J
Published in Digital health (01.01.2024)
Published in Digital health (01.01.2024)
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Journal Article
Incorporating Patient Values in Large Language Model Recommendations for Surrogate and Proxy Decisions
Nolan, Victoria J, Balch, Jeremy A, Baskaran, Naveen P, Shickel, Benjamin, Efron, Philip A, Upchurch, Jr, Gilbert R, Bihorac, Azra, Tignanelli, Christopher J, Moseley, Ray E, Loftus, Tyler J
Published in Critical care explorations (01.08.2024)
Published in Critical care explorations (01.08.2024)
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Journal Article
Federated learning for preserving data privacy in collaborative healthcare research
Loftus, Tyler J, Ruppert, Matthew M, Shickel, Benjamin, Ozrazgat-Baslanti, Tezcan, Balch, Jeremy A, Efron, Philip A, Upchurch, Gilbert R, Rashidi, Parisa, Tignanelli, Christopher, Bian, Jiang, Bihorac, Azra
Published in Digital health (2022)
Published in Digital health (2022)
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Journal Article
Association of Sociodemographic Factors With Overtriage, Undertriage, and Value of Care After Major Surgery
Loftus, Tyler J, Ruppert, Matthew M, Shickel, Benjamin, Ozrazgat-Baslanti, Tezcan, Balch, Jeremy A, Abbott, Kenneth L, Hu, Die, Javed, Adnan, Madbak, Firas, Guirgis, Faheem, Skarupa, David, Efron, Philip A, Tighe, Patrick J, Hogan, William R, Rashidi, Parisa, Upchurch, Jr, Gilbert R, Bihorac, Azra
Published in Annals of surgery open (01.06.2024)
Published in Annals of surgery open (01.06.2024)
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Journal Article
Uncertainty-aware deep learning in healthcare: A scoping review
Loftus, Tyler J, Shickel, Benjamin, Ruppert, Matthew M, Balch, Jeremy A, Ozrazgat-Baslanti, Tezcan, Tighe, Patrick J, Efron, Philip A, Hogan, William R, Rashidi, Parisa, Upchurch, Jr, Gilbert R, Bihorac, Azra
Published in PLOS digital health (2022)
Published in PLOS digital health (2022)
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Journal Article
Postoperative Triage Hybrid Model: In Reply to Bellini and Bignami
Loftus, Tyler J, Balch, Jeremy A, Upchurch, Jr, Gilbert R, Bihorac, Azra
Published in Journal of the American College of Surgeons (01.08.2023)
Published in Journal of the American College of Surgeons (01.08.2023)
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Journal Article
The dilemma of consent for AI in healthcare
Balch, Jeremy A., Evans, Barbara J., Shickel, Benjamin, Bihorac, Azra, Upchurch, Gilbert R., Loftus, Tyler J.
Published in Surgery (01.05.2024)
Published in Surgery (01.05.2024)
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Journal Article
Artificial Intelligence-enabled Decision Support in Surgery: State-of-the-art and Future Directions
Loftus, Tyler J, Altieri, Maria S, Balch, Jeremy A, Abbott, Kenneth L, Choi, Jeff, Marwaha, Jayson S, Hashimoto, Daniel A, Brat, Gabriel A, Raftopoulos, Yannis, Evans, Heather L, Jackson, Gretchen P, Walsh, Danielle S, Tignanelli, Christopher J
Published in Annals of surgery (01.07.2023)
Published in Annals of surgery (01.07.2023)
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Journal Article