Benjamin Shickel

Also affiliated with University of Florida

Computer ScienceMedicine

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 38 papers — median percentile 50. Top paper: “Use of artificial intelligence in critical care: opportunities and obstacles”.

Use of artificial intelligence in critical care: opportunities and obstacles

Critical Care(2024)10.1186/s13054-024-04860-z

N/A

2.5DataRank · unranked

138 citations

Armando Bedoya, Azra Bihorac, Leo Anthony Celi, Matthew M. Churpek, Nicoleta Economou-Zavlanos +9 more

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

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

Potentials and Challenges of Pervasive Sensing in the Intensive Care Unit

Frontiers in Digital Health(2022)10.3389/fdgth.2022.773387

N/A

0DataRank · unranked

7 citations

Benjamin Shickel, Patrick Tighe, Azra Bihorac, Parisa Rashidi, Anis Davoudi

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

A deep learning–based dynamic model for predicting acute kidney injury risk severity in postoperative patients

Surgery(2023)10.1016/j.surg.2023.05.003

N/A

0DataRank · unranked

61 citations

Yuanfang Ren, Matthew M. Ruppert, Benjamin Shickel, Sandra L. Kane‐Gill, Raghavan Murugan +4 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

Digital health and acute kidney injury: consensus report of the 27th Acute Disease Quality Initiative workgroup

Nature Reviews Nephrology(2023)10.1038/s41581-023-00744-7

N/A

0DataRank · unranked

45 citations

Linda Awdishu, Sean M. Bagshaw, Erin F. Barreto, Rolando Claure‐Del Granado, Barbara J. Evans +24 more

Artificial intelligence guidance of advanced heart failure therapies: A systematic scoping review

Frontiers in Cardiovascular Medicine(2023)10.3389/fcvm.2023.1127716

N/A

0DataRank · unranked

15 citations

Chen Bai, Amal Hashky, Alex M. Parker, Juan Vilaro, Juan M. Aranda +6 more

Utilization of the percutaneous left ventricular support as bridge to heart transplantation across the United States: In-depth UNOS database analysis

The Journal of Heart and Lung Transplantation(2023)10.1016/j.healun.2023.06.002

N/A

0DataRank · unranked

12 citations

Chen Bai, Maisara Bledsoe, Mustafa M. Ahmed, Juan Vilaro, Alex M. Parker +9 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

Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records

PubMed(2023)10.1109/bhi58575.2023.10313445

N/A

0DataRank · unranked

6 citations

Brandon Silva, Benjamin Shickel, Sabyasachi Bandyopadhyay, Ziyuan Guan, Yuanfang Ren +5 more

Spatially Aware Transformer Networks for Contextual Prediction of Diabetic Nephropathy Progression from Whole Slide Images

medRxiv(2023)10.1101/2023.02.20.23286044

N/A

0DataRank · unranked

2 citations

Nicholas Lucarelli, Adish S. Rao, Donghwan Yun, Kyung Chul Moon, Seung Seok Han +2 more

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

PubMed(2023)10.48550/arxiv.2303.05504

N/A

0DataRank · unranked

1 citations

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

Transformers and large language models in healthcare: A review

Artificial Intelligence in Medicine(2024)10.1016/j.artmed.2024.102900

N/A

0DataRank · unranked

148 citations

Sabyasachi Bandyopadhyay, Jiaqing Zhang, Miguel Á. Contreras, Scott Siegel, Aysegül Bumin +7 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

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

An explainable machine learning approach using contemporary UNOS data to identify patients who fail to bridge to heart transplantation

Frontiers in Cardiovascular Medicine(2024)10.3389/fcvm.2024.1383800

N/A

0DataRank · unranked

2 citations

Bai Chen, Maisara Bledsoe, Benjamin Shickel, Mohammad Al‐Ani, Mamoun Mardini

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

Evaluation of General Large Language Models in Contextually Assessing Semantic Concepts Extracted from Adult Critical Care Electronic Health Record Notes

arXiv (Cornell University)(2024)10.48550/arxiv.2401.13588

N/A

0DataRank · unranked

1 citations

Cheng Ding, Delgersuren Bold, Monique Bouvier, Jiaying Lu, Benjamin Shickel +14 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

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

Enhancing predictive accuracy of allograft outcomes: beyond traditional clinical and biopsy scoring methods

PubMed(2025)10.1117/12.3048196

N/A

0DataRank · unranked

1 citations

Ahmed M. Naglah, Kuang‐Yu Jen, Avi Z. Rosenberg, Luís Rodrigues, William L. Clapp +5 more

Explainable feature embeddings from histopathology foundation models: a case study for end stage kidney disease risk analysis in diabetic nephropathy patients

PubMed(2025)10.1117/12.3047908

N/A

0DataRank · unranked

0 citations

Nicholas Lucarelli, Donghwan Yun, Kyung Chul Moon, Patricio S. La Rosa, John E. Tomaszewski +5 more

Renal cell type and state estimation in brightfield histology images: a pilot study on diabetic nephropathy

PubMed(2025)10.1117/12.3047996

N/A

0DataRank · unranked

0 citations

Samuel Border, Ahmed M. Naglah, Benjamin Shickel, Patricio S. La Rosa, John E. Tomaszewski +5 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

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

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

Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks

Frontiers in Digital Health(2022)10.3389/fdgth.2022.1029191

N/A

0DataRank · unranked

18 citations

Brandon Silva, Tezcan Ozrazgat‐Baslanti, Yuanfang Ren, Kia Khezeli, Ziyuan Guan +4 more

Benjamin Shickel

Indexed papers

Top data-sharing exemplar

Papers