Tyler J. Loftus

Also affiliated with University of Florida

MedicineComputer ScienceImmunology and Microbiology

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 5%percentile

0.351Author DataRank

Indexed papers

1in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Why this DataRank?

An author's DataRank is the sum of the DataRanks of all 1 indexed paper attributed to them. A prolific author with many moderate-impact papers can outrank one with a single high-impact paper.

Author scores recompute whenever paper DataRanks are refreshed, so this number lags the underlying paper scores by at most one batch run.

Read the full methodology →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Physiologic signatures within six hours of hospitalization identify acute illness phenotypes

PLOS Digital Health(2022)10.1371/journal.pdig.0000110

Top 50%

0.351DataRank

Top 50%7 citations

Tyler J. Loftus, Yanjun Li, Ziyuan Guan, Matthew M. Ruppert, Shounak Datta +7 more

Papers

Driven by 63 papers — median percentile 50. Top paper: “Artificial intelligence-enabled decision support in nephrology”.

Artificial intelligence-enabled decision support in nephrology

Nature Reviews Nephrology(2022)10.1038/s41581-022-00562-3

N/A

0.691DataRank · unranked

99 citations

Benjamin Shickel, Tezcan Ozrazgat‐Baslanti, Yuanfang Ren, Benjamin Scott Glicksberg, Jie Cao +5 more

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

Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible

PLOS Digital Health(2022)10.1371/journal.pdig.0000006

N/A

0.606DataRank · unranked

56 citations

Patrick Tighe, Tezcan Ozrazgat‐Baslanti, John P. Davis, Matthew M. Ruppert, Yuanfang Ren +8 more

A Novel Single Cell RNA-seq Analysis of Non-Myeloid Circulating Cells in Late Sepsis

Frontiers in Immunology(2021)10.3389/fimmu.2021.696536

N/A

0.598DataRank · unranked

53 citations

Xiaoru Dong, Maigan A. Brusko, Lauren S. Kelly, Brittany P. Fenner, Jaimar C. Rincon +14 more

Machine Learning Applications in Solid Organ Transplantation and Related Complications

Frontiers in Immunology(2021)10.3389/fimmu.2021.739728

N/A

0.520DataRank · unranked

31 citations

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

0.489DataRank · unranked

25 citations

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

Association of Postoperative Undertriage to Hospital Wards With Mortality and Morbidity

JAMA Network Open(2021)10.1001/jamanetworkopen.2021.31669

N/A

0.483DataRank · unranked

24 citations

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

The post-septic peripheral myeloid compartment reveals unexpected diversity in myeloid-derived suppressor cells

Frontiers in Immunology(2024)10.3389/fimmu.2024.1355405

N/A

0.464DataRank · unranked

13 citations

Jack R. Leary, Dijoia B. Darden, Jaimar C. Rincon, Micah Willis, Valerie E. Polcz +19 more

Adverse outcomes and an immunosuppressed endotype in septic patients with reduced IFN-γ ELISpot

JCI Insight(2023)10.1172/jci.insight.175785

N/A

0.449DataRank · unranked

19 citations

Monty B. Mazer, Patrick W. McGonagill, Christian B. Bergmann, Michael D. Goodman, R. W. Gould +35 more

Physiologic signatures within six hours of hospitalization identify acute illness phenotypes

PLOS Digital Health(2022)10.1371/journal.pdig.0000110

Top 50%

0.351DataRank

Top 50%7 citations

Tyler J. Loftus, Yanjun Li, Ziyuan Guan, Matthew M. Ruppert, Shounak Datta +7 more

Electronic Health Record Data Quality and Performance Assessments: Scoping Review

JMIR Medical Informatics(2024)10.2196/58130

N/A

0.345DataRank · unranked

9 citations

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

Unique lymphocyte transcriptomic profiles in septic patients with chronic critical illness

Frontiers in Immunology(2024)10.3389/fimmu.2024.1478471

N/A

0.312DataRank · unranked

5 citations

Leandro Balzano‐Nogueira, Valerie E. Polcz, Christine Rodhouse, Jack R. Leary, Dijoia B. Darden +20 more

The role of bone marrow microRNA (miR) in erythropoietic dysfunction after severe trauma

Surgery(2021)10.1016/j.surg.2020.11.029

N/A

0.312DataRank · unranked

7 citations

Elizabeth Miller, Kolenkode B. Kannan, Julie A. Stortz, Tyler J. Loftus, María López +7 more

Determining potential immunomodulatory drug efficacy in sepsis using ELISpot

Scientific Reports(2025)10.1038/s41598-025-92016-6

N/A

0.312DataRank · unranked

7 citations

Monty B. Mazer, Kenneth E. Remy, Dale F. Osborne, Ethan Davitt, Thomas S. Griffith +12 more

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

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

N/A

0.312DataRank · unranked

7 citations

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

Mediators of Prolonged Hematopoietic Progenitor Cell Mobilization After Severe Trauma

Journal of Surgical Research(2020)10.1016/j.jss.2020.11.084

N/A

0.312DataRank · unranked

7 citations

Elizabeth Miller, Camille G. Apple, Tyler J. Loftus, Kolenkode B. Kannan, Philip A. Efron +2 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

Adverse Long-Term Outcomes and an Immune Suppressed Endotype in Sepsis Patients with Reduced Interferon-γ ELISpot: A Multicenter, Prospective Observational Study

medRxiv(2023)10.1101/2023.09.13.23295360

N/A

0.241DataRank · unranked

4 citations

Monty B. Mazer, Patrick W. McGonagill, Christian B. Bergmann, Michael D. Goodman, R. W. Gould +34 more

Critical appraisal of artificial intelligence in robotic surgery

Surgery(2024)10.1016/j.surg.2024.03.022

N/A

0.165DataRank · unranked

2 citations

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

Computable Phenotypes to Characterize Changing Patient Brain Dysfunction in the Intensive Care Unit

PubMed(2023)10.48550/arxiv.2303.05504

N/A

0.104DataRank · unranked

1 citations

Tyler J. Loftus, Ziyuan Guan, Rayon Uddin, Benjamin Shickel, Carolina B. Maciel +5 more

Introducing a new Surgery article category: Artificial intelligence in surgery

Surgery(2023)10.1016/j.surg.2023.05.002

N/A

0DataRank · unranked

1 citations

Steven D. Wexner, K.E. Behrns, Tyler J. Loftus

Commentary: Machine learning in clinical decision-making

Frontiers in Digital Health(2023)10.3389/fdgth.2023.1214111

N/A

0DataRank · unranked

4 citations

Daniel A. Donoho, Ira L. Leeds, Tyler J. Loftus, Amanda C. Filiberto

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

Wearable sensors in patient acuity assessment in critical care

Frontiers in Neurology(2024)10.3389/fneur.2024.1386728

N/A

0DataRank · unranked

10 citations

Mohammad Tahsin Mostafiz, Jiaqing Zhang, Andrea Davidson, Sabyasachi Bandyopadhyay, Subhash Nerella +8 more

Surviving septic patients endotyped with a functional assay demonstrate active immune responses

Frontiers in Immunology(2024)10.3389/fimmu.2024.1418613

N/A

0DataRank · unranked

7 citations

Ellen R Becker, Evan L. Barrios, Monty B. Mazer, Patrick W. McGonagill, Christian B. Bergmann +19 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

Development and validation of a race-agnostic computable phenotype for kidney health in adult hospitalized patients

PLoS ONE(2024)10.1371/journal.pone.0299332

N/A

0DataRank · unranked

6 citations

Yuanfang Ren, Esra Adıyeke, Rubab Tarannum Islam, Haleh Hashemighouchani, Matthew M. Ruppert +11 more

Severe trauma leads to sustained muscle loss, induced frailty, and distinct temporal changes in myokine and chemokine profiles of older patients

Surgery(2024)10.1016/j.surg.2024.07.031

N/A

0DataRank · unranked

4 citations

Evan L. Barrios, Michael C. Cox, Ivanna Rocha, Muxuan Liang, Russell B. Hawkins +11 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

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

The Post-Septic Peripheral Myeloid Compartment Reveals Unexpected Diversity in Myeloid-Derived Suppressor Cells

medRxiv(2024)10.1101/2024.01.05.24300902

N/A

0DataRank · unranked

0 citations

John H. Leary, Dijoia B. Darden, Jaimar C. Rincon, Micah L. Willis, Valerie E. Polcz +19 more

Temporal Cross-Attention for Dynamic Embedding and Tokenization of Multimodal Electronic Health Records

arXiv (Cornell University)(2024)10.48550/arxiv.2403.04012

N/A

0DataRank · unranked

0 citations

Suraj Kolla, Dhruv Kaliraman, Victoria Nolan, Zhenhong Hu, Ziyuan Guan +8 more

Federated learning model for predicting major postoperative complications

arXiv (Cornell University)(2024)10.48550/arxiv.2404.06641

N/A

0DataRank · unranked

0 citations

Yuanfang Ren, Benjamin Shickel, Ziyuan Guan, Ayush Patela, Yingbo Ma +6 more

A Tribute to Dr Kevin E. Behrns, Editor-in-Chief of SURGERY

Surgery(2024)10.1016/j.surg.2024.08.041

N/A

0DataRank · unranked

0 citations

Tyler J. Loftus

Indocyanine green fluorescent cholangiography in laparoscopic cholecystectomy: A systematic review and meta-analysis with trial sequential analysis of randomized controlled trials

Surgery(2025)10.1016/j.surg.2025.109149

N/A

0DataRank · unranked

13 citations

Ivo Queiroz, Mariano Gallo Ruelas, Cynthia Florêncio de Mesquita, Maria Luiza Rodrigues Defante, Mayank Roy +2 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

Mysteries, Epistemological Modesty, and Artificial Intelligence in Surgery

Frontiers in Artificial Intelligence(2020)10.3389/frai.2019.00032

N/A

0DataRank · unranked

14 citations

Gilbert R. Upchurch, Daniel Delitto, Parisa Rashidi, Azra Bihorac, Tyler J. Loftus

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

Multiobjective optimization challenges in perioperative anesthesia: A review

Surgery(2020)10.1016/j.surg.2020.11.005

N/A

0DataRank · unranked

7 citations

Jack Hagan, Chris Giordano, Tyler J. Loftus, Catherine E. Price, Haldun Aytuğ +2 more

Introduction to the artificial intelligence in surgery series

Surgery(2020)10.1016/j.surg.2020.09.021

N/A

0DataRank · unranked

1 citations

Tyler J. Loftus

Association of persistent acute kidney injury and renal recovery with mortality in hospitalised patients

BMJ Health & Care Informatics(2021)10.1136/bmjhci-2021-100458

N/A

0DataRank · unranked

41 citations

Tyler J. Loftus, Yuanfang Ren, Esra Adıyeke, Shunshun Miao, Haleh Hashemighouchani +9 more

Overlapping but Disparate Inflammatory and Immunosuppressive Responses to SARS-CoV-2 and Bacterial Sepsis: An Immunological Time Course Analysis

Frontiers in Immunology(2021)10.3389/fimmu.2021.792448

N/A

0DataRank · unranked

34 citations

Ricardo Ungaro, Marvin L. Dirain, Philip A. Efron, Monty B. Mazer, Kenneth E. Remy +7 more

Executive summary of the artificial intelligence in surgery series

Surgery(2021)10.1016/j.surg.2021.10.047

N/A

0DataRank · unranked

30 citations

Alexander P. J. Vlaar, Andrew J. Hung, Azra Bihorac, Bradley M. Dennis, Catherine Juillard +8 more

Editorial: Machine Learning in Clinical Decision-Making

Frontiers in Digital Health(2021)10.3389/fdgth.2021.784495

N/A

0DataRank · unranked

11 citations

Ira L. Leeds, Tyler J. Loftus, Amanda C. Filiberto

Artificial Intelligence and Surgery: Ethical Dilemmas and Open Issues

Journal of the American College of Surgeons(2022)10.1097/xcs.0000000000000242

N/A

0DataRank · unranked

102 citations

Juan M. Verde, Tyler J. Loftus, Daniele Piccolo, Francesca Dal Mas, Pietro Mascagni +9 more

Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac188

N/A

0DataRank · unranked

35 citations

Gaoxiang Luo, Andrew Walker, Zachary Zaiman, Emma Jones, Hemant Gupta +12 more

Early Biomarker Signatures in Surgical Sepsis

Journal of Surgical Research(2022)10.1016/j.jss.2022.04.052

N/A

0DataRank · unranked

17 citations

Vishal Patel, Tyler J. Loftus, Yuanfang Ren, Han Li, Laura M. Velez +8 more

Continuous ECG monitoring should be the heart of bedside AI-based predictive analytics monitoring for early detection of clinical deterioration

Journal of Electrocardiology(2022)10.1016/j.jelectrocard.2022.10.011

N/A

0DataRank · unranked

13 citations

Christopher C. Moore, Brynne A. Sullivan, Jessica Keim‐Malpass, Karen D. Fairchild, Tyler J. Loftus +7 more

Personalized decision-making for acute cholecystitis: Understanding surgeon judgment

Frontiers in Digital Health(2022)10.3389/fdgth.2022.845453

N/A

0DataRank · unranked

11 citations

Philip A. Efron, Amanda M. Frantz, Azra Bihorac, Gilbert R. Upchurch, Tyler J. Loftus +1 more

A core outcome set for damage control laparotomy via modified Delphi method

Trauma Surgery & Acute Care Open(2022)10.1136/tsaco-2021-000821

N/A

0DataRank · unranked

11 citations

Jeffry Nahmias, Deborah M. Stein, Elliott R. Haut, Jason W. Smith, Rondi B. Gelbard +24 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

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

Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks

Scientific Reports(2023)10.1038/s41598-023-27418-5

N/A

0DataRank · unranked

48 citations

Tyler J. Loftus, Matthew M. Ruppert, Gilbert R. Upchurch, Tezcan Ozrazgat‐Baslanti, Parisa Rashidi +2 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

Tyler J. Loftus

Indexed papers

Top data-sharing exemplar

Papers