🏆 Finalist — NIH Data Sharing Index (“S-Index”) Challenge

Cody Bumgardner

University of Kentucky

ORCID: 0000-0001-9588-3501
Computer ScienceHealth Professions

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 6%percentile
0.222Author 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 →

Top data-sharing exemplar

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

Environment Scan of Generative AI Infrastructure for Clinical and Translational Science

arXiv (Cornell University)(2024)10.48550/arxiv.2410.12793
Top 62%
0.222DataRank
Top 62%2 citations

Zihan Xu, William G. Adams, Mohammad Adibuzzaman, Nicholas R. Anderson, Neil Bahroos +52 more

Papers

Driven by 13 papers — median percentile 38. Top paper: “Environment Scan of Generative AI Infrastructure for Clinical and Translational Science”.

Environment Scan of Generative AI Infrastructure for Clinical and Translational Science

arXiv (Cornell University)(2024)10.48550/arxiv.2410.12793
Top 62%
0.222DataRank
Top 62%2 citations

Zihan Xu, William G. Adams, Mohammad Adibuzzaman, Nicholas R. Anderson, Neil Bahroos +52 more

Predicting Extubation Readiness in Preterm Infants Utilizing Machine Learning: A Diagnostic Utility Study

The Journal of Pediatrics(2024)10.1016/j.jpeds.2024.114043
N/A
0DataRank · unranked
11 citations

Alexandr Virodov, Thomas M. Raffay, Henrietta S. Bada, M. Douglas Cunningham, Cody Bumgardner +2 more

Applying Machine Learning Models Derived From Administrative Claims Data to Predict Medication Nonadherence in Patients Self-Administering Biologic Medications for Inflammatory Bowel Disease

Crohn s & Colitis 360(2024)10.1093/crocol/otae039
N/A
0DataRank · unranked
2 citations

Courtney Perry, Michael J. Wesley, David W. Fardo, Cody Bumgardner, Syed Adeel Hassan +3 more

Behavioral and genetic markers of susceptibility to escalate fentanyl intake

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.12.06.627259
N/A
0DataRank · unranked
3 citations

Richard Charnigo, Jakob D. Shaykin, Emily Prantzalos, Mengfan Xia, Emily D. Denehy +6 more

Multi-Modal Machine Learning Framework for Automated Seizure Detection in Laboratory Rats

arXiv (Cornell University)(2024)10.48550/arxiv.2402.00965
N/A
0DataRank · unranked
0 citations

Samuel E Armstrong, Jasmine Perdeh, Bjorn Bauer, Talbert, Jeffrey, Cody Bumgardner +1 more

State-Based Automation for Time-Restricted Eating Adherence

arXiv (Cornell University)(2024)10.48550/arxiv.2406.18718
N/A
0DataRank · unranked
0 citations

Aaron D. Mullen, Justin M. Thomas, Dorothy D. Sears, Julie S. Pendergast, Talbert, Jeffrey +2 more

Enhancing Low Dose Computed Tomography Images Using Consistency Training Techniques

arXiv (Cornell University)(2024)10.48550/arxiv.2411.12181
N/A
0DataRank · unranked
0 citations

Jie Zhang, Ge Wang, Jin Chen, Cody Bumgardner, Mahmut S. Gokmen

Development of an artificial intelligence powered software for automated analysis of skeletal muscle ultrasonography

Scientific Reports(2025)10.1038/s41598-025-99522-7
N/A
0DataRank · unranked
10 citations

Felipe González-Seguel, Arimitsu Horikawa-Strakovsky, Catherine L. Granger, Aarti Sarwal, Sandipan Dhar +7 more

Environment scan of generative AI infrastructure for clinical and translational science

npj Health Systems(2025)10.1038/s44401-024-00009-w
N/A
0DataRank · unranked
9 citations

Zihan Xu, William G. Adams, Mohammad Adibuzzaman, Nicholas R. Anderson, Neil Bahroos +52 more

An effective image despeckling and reconstruction approach using U-Net based model and comparative analysis

Scientific Reports(2025)10.1038/s41598-025-10220-w
N/A
0DataRank · unranked
4 citations

Bilgehan Arslan, Cody Bumgardner, Al Imran, Muhittin Gökmen

Forecasting Opioid Overdose Incidents for Rapid Actionable Data for Opioid Response in Kentucky (RADOR-KY)

Drug and Alcohol Dependence(2025)10.1016/j.drugalcdep.2024.111705
N/A
0DataRank · unranked
0 citations

Peter Rock, Daniel R. Harris, Svetla Slavova, Jeffery Talbert, Cody Bumgardner +1 more

Local Large Language Models for Complex Structured Medical Tasks

arXiv (Cornell University)(2023)10.48550/arxiv.2308.01727
N/A
0DataRank · unranked
4 citations

Aaron Mullen, Sam Armstrong, Caylin Hickey, Jeffery Talbert, Cody Bumgardner

Systematic contextual biases in SegmentNT potentially relevant to other nucleotide transformer models

bioRxiv (Cold Spring Harbor Laboratory)(2025)10.1101/2025.04.09.647946
N/A
0DataRank · unranked
0 citations

Alyssa Ho, Madeline L. Page, Bram Dutch, Blake K. Byer, Kristen L. Hankins +12 more