Jeremy A. Balch

Also affiliated with University of Florida

MedicineComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 27 papers. Top paper: “Uncertainty-aware deep learning in healthcare: A scoping review”.

Uncertainty-aware deep learning in healthcare: A scoping review

PLOS Digital Health(2022)10.1371/journal.pdig.0000085

N/A

0.619DataRank · unranked

61 citations

Benjamin Shickel, Matthew M. Ruppert, Jeremy A. Balch, Tezcan Ozrazgat‐Baslanti, Patrick Tighe +6 more

TRANSCRIPTOMIC DIFFERENCES IN PERIPHERAL MONOCYTE POPULATIONS IN SEPTIC PATIENTS BASED ON OUTCOME

Shock(2024)10.1097/shk.0000000000002379

N/A

0.312DataRank · unranked

6 citations

Jaimar C. Rincon, Micah L. Willis, Valerie E. Polcz, Jack R. Leary, Dijoia B. Darden +17 more

Longitudinal clinical decision support for assessing decisions over time: State-of-the-art and future directions

Digital Health(2024)10.1177/20552076241249925

N/A

0.292DataRank · unranked

6 citations

Jeremy A. Balch, Jenna L. Marquard, Jessica M. Ray, Brian S. Alper, Neeraj Ojha +5 more

Exosomal microRNA following severe trauma: Role in bone marrow dysfunction

The Journal of Trauma: Injury, Infection, and Critical Care(2023)10.1097/ta.0000000000004225

N/A

0.250DataRank · unranked

4 citations

Micah L. Willis, Gwendolyn S. Gillies, Kolenkode B. Kannan, Valerie E. Polcz, Jeremy A. Balch +7 more

Artificial Intelligence–enabled Decision Support in Surgery

Annals of Surgery(2023)10.1097/sla.0000000000005853

N/A

0DataRank · unranked

70 citations

Maria S. Altieri, Jeremy A. Balch, Kenneth L. Abbott, Jeff Choi, Jayson S. Marwaha +8 more

Actionable artificial intelligence: Overcoming barriers to adoption of prediction tools

Surgery(2023)10.1016/j.surg.2023.03.019

N/A

0DataRank · unranked

16 citations

Tyler J. Loftus, Jeremy A. Balch

Methods and evaluation metrics for reducing material waste in the operating room: a scoping review

Surgery(2023)10.1016/j.surg.2023.04.051

N/A

0DataRank · unranked

15 citations

Jonathan R. Krebs, Amanda C. Filiberto, William G. Montgomery, Lauren Berkow, Gilbert R. Upchurch +2 more

Predictive Modeling for Readmission to Intensive Care: A Systematic Review

Critical Care Explorations(2023)10.1097/cce.0000000000000848

N/A

0DataRank · unranked

23 citations

Tyler J. Loftus, Coulter Small, Han Li, Tezcan Ozrazgat‐Baslanti, Jeremy A. Balch +7 more

Retrospective value assessment of a dedicated, trauma hybrid operating room

The Journal of Trauma: Injury, Infection, and Critical Care(2023)10.1097/ta.0000000000003873

N/A

0DataRank · unranked

12 citations

Tyler J. Loftus, Matthew M. Ruppert, Martin D. Rosenthal, Alicia M. Mohr, Philip A. Efron +3 more

Survival and neurologic outcomes following aortic occlusion for trauma and hemorrhagic shock in a hybrid operating room

World Journal of Emergency Surgery(2023)10.1186/s13017-023-00484-w

N/A

0DataRank · unranked

9 citations

Tyler J. Loftus, Philip A. Efron, Alicia M. Mohr, Gilbert R. Upchurch, R. Stephen Smith +1 more

Building an automated, machine learning-enabled platform for predicting post-operative complications

Physiological Measurement(2023)10.1088/1361-6579/acb4db

N/A

0DataRank · unranked

7 citations

Matthew M. Ruppert, Benjamin Shickel, Tezcan Ozrazgat‐Baslanti, Patrick Tighe, Philip A. Efron +5 more

Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures

Research Square(2023)10.21203/rs.3.rs-3276414/v1

N/A

0DataRank · unranked

0 citations

Yanjun Li, Tyler J. Loftus, Jeremy A. Balch, Kenneth L. Abbott, Matthew M. Ruppert +6 more

Community-engaged artificial intelligence research: A scoping review

PLOS Digital Health(2024)10.1371/journal.pdig.0000561

N/A

0DataRank · unranked

21 citations

Jeremy A. Balch, Kenneth L. Abbott, Die Hu, Matthew M. Ruppert, Benjamin Shickel +9 more

Predicting patient reported outcome measures: a scoping review for the artificial intelligence-guided patient preference predictor

Frontiers in Artificial Intelligence(2024)10.3389/frai.2024.1477447

N/A

0DataRank · unranked

11 citations

Angus Hayes Chatham, Philip K. W. Hong, Lauren Manganiello, Naveen Baskaran, Azra Bihorac +4 more

Electronic Health Record Data Quality and Performance Assessments: Scoping Review

JMIR Medical Informatics(2024)10.2196/58130

N/A

0DataRank · unranked

9 citations

Timothy R. Buchanan, Matthew M. Ruppert, Michelle Liu, Ramin Shekouhi, Ziyuan Guan +6 more

Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures

Scientific Reports(2024)10.1038/s41598-024-59047-x

N/A

0DataRank · unranked

6 citations

Yanjun Li, Tyler J. Loftus, Jeremy A. Balch, Kenneth L. Abbott, Matthew M. Ruppert +6 more

Association of Sociodemographic Factors With Overtriage, Undertriage, and Value of Care After Major Surgery

Annals of Surgery Open(2024)10.1097/as9.0000000000000429

N/A

0DataRank · unranked

1 citations

Matthew M. Ruppert, Benjamin Shickel, Tezcan Ozrazgat‐Baslanti, Jeremy A. Balch, Kenneth L. Abbott +12 more

Critical appraisal of artificial intelligence in robotic surgery

Surgery(2024)10.1016/j.surg.2024.03.022

N/A

0DataRank · unranked

2 citations

Kenneth L. Abbott, Tyler J. Loftus, Jeremy A. Balch

The dilemma of consent for AI in healthcare

Surgery(2024)10.1016/j.surg.2024.01.019

N/A

0DataRank · unranked

1 citations

Barbara J. Evans, Benjamin Shickel, Azra Bihorac, Gilbert R. Upchurch, Tyler J. Loftus +1 more

Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision

arXiv (Cornell University)(2024)10.48550/arxiv.2404.06723

N/A

0DataRank · unranked

2 citations

Suraj Kolla, Zhenhong Hu, Dhruv Kaliraman, Victoria Nolan, Ziyuan Guan +9 more

Real-time prediction of intensive care unit patient acuity and therapy requirements using state-space modelling

Nature Communications(2025)10.1038/s41467-025-62121-1

N/A

0DataRank · unranked

1 citations

Brandon Silva, Benjamin Shickel, Andréa Davidson, Tezcan Ozrazgat‐Baslanti, Yuanfang Ren +12 more

The Predictive Value of Basic Laparoscopic Evaluations on Complex Cases Using the Society for Improving Medical Procedural Learning Database

Journal of Surgical Research(2025)10.1016/j.jss.2025.04.041

N/A

0DataRank · unranked

0 citations

Stefanie S. Sebok‐Syer, Kayla Marcotte, Alyssa A. Pradarelli, Rebecca Moreci, Benjamin Shickel +3 more

Opportunities for machine learning to improve surgical ward safety

The American Journal of Surgery(2020)10.1016/j.amjsurg.2020.02.037

N/A

0DataRank · unranked

25 citations

Patrick Tighe, Amanda C. Filiberto, Jeremy A. Balch, Gilbert R. Upchurch, Parisa Rashidi +2 more

Equipping mathematical models for hospital dynamics using information theory

npj Digital Medicine(2025)10.1038/s41746-025-02013-2

N/A

0DataRank · unranked

0 citations

Jackson G. Brandberg, Robert T. Andris, Ian German Mesner, Daniel Nametz, Murad Megjhani +11 more

Machine Learning Applications in Solid Organ Transplantation and Related Complications

Frontiers in Immunology(2021)10.3389/fimmu.2021.739728

N/A

0DataRank · unranked

30 citations

Daniel Delitto, Patrick Tighe, Ali Zarrinpar, Philip A. Efron, Parisa Rashidi +4 more

Association of Postoperative Undertriage to Hospital Wards With Mortality and Morbidity

JAMA Network Open(2021)10.1001/jamanetworkopen.2021.31669

N/A

0DataRank · unranked

23 citations

Matthew M. Ruppert, Tezcan Ozrazgat‐Baslanti, Jeremy A. Balch, Philip A. Efron, Patrick Tighe +5 more

A simulation curriculum for laparoscopic common bile duct exploration, balloon sphincterotomy, and endobiliary stenting: Associations with resident performance and autonomy in the operating room

Surgery(2022)10.1016/j.surg.2022.11.007

N/A

0DataRank · unranked

2 citations

Amanda C. Filiberto, Patrick W. Underwood, Kenneth L. Abbott, Jeremy A. Balch, Philip A. Efron +6 more