Elmer V. Bernstam

The University of Texas Health Science Center

Also affiliated with The University of Texas Health Science Center at Houston

Biochemistry, Genetics and Molecular BiologyHealth ProfessionsComputer 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 3%percentile

1.5Author DataRank

Indexed papers

3in 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 3 indexed papers 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.

Privacy-protecting, reliable response data discovery using COVID-19 patient observations

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab054

Top 24%

0.850DataRank

Top 24%17 citations

Larissa Neumann, Paulina Paul, Michele E. Day, Michael Aratow, Douglas S. Bell +55 more

Papers

Driven by 21 papers — median percentile 68. Top paper: “Privacy-protecting, reliable response data discovery using COVID-19 patient observations”.

Privacy-protecting, reliable response data discovery using COVID-19 patient observations

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab054

Top 24%

0.850DataRank

Top 24%17 citations

Larissa Neumann, Paulina Paul, Michele E. Day, Michael Aratow, Douglas S. Bell +55 more

Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad049

Top 32%

0.623DataRank

Top 32%17 citations

Anh T. Pham, Maxim Edelson, Jihoon Kim, Jason R. Chan, Yash P. Gupta +54 more

Artificial intelligence in clinical and translational science: Successes, challenges and opportunities

Clinical and Translational Science(2021)10.1111/cts.13175

N/A

0.593DataRank · unranked

51 citations

Paula K. Shireman, Funda Meric‐Bernstam, Meredith Zozus, Xiaoqian Jiang, Bradley B. Brimhall +9 more

Video-based Intervention to Reduce Treatment and Outcome Disparities in Adults Living with Stroke or Transient Ischemic Attack (VIRTUAL): protocol for a randomized controlled trial

Trials(2025)10.1186/s13063-025-09003-5

N/A

0.104DataRank · unranked

1 citations

Chigozirim Izeogu, Mengxi Wang, Charles E. Green, Gabretta Cooksey, Thuy Nguyen +12 more

Predicting multiple sclerosis severity with multimodal deep neural networks

BMC Medical Informatics and Decision Making(2023)10.1186/s12911-023-02354-6

N/A

0DataRank · unranked

31 citations

John A. Lincoln, Xiaoqian Jiang, Elmer V. Bernstam, Shayan Shams, Kai Zhang

Enoxaparin may be associated with lower rates of mortality than unfractionated heparin in neurocritical and surgical patients

Journal of Thrombosis and Thrombolysis(2023)10.1007/s11239-022-02755-w

N/A

0DataRank · unranked

4 citations

Catherine To, Yaobin Ling, Kai Zhang, Xiaoqian Jiang, Elmer V. Bernstam +1 more

Predicting multiple sclerosis disease severity with multimodal deep neural networks

arXiv (Cornell University)(2023)10.48550/arxiv.2304.04062

N/A

0DataRank · unranked

2 citations

John A. Lincoln, Xiaoqian Jiang, Elmer V. Bernstam, Shayan Shams, Kai Zhang

Precision phenotyping for curating research cohorts of patients with unexplained post-acute sequelae of COVID-19

Med(2024)10.1016/j.medj.2024.10.009

N/A

0DataRank · unranked

14 citations

Jonas Hügel, Jiazi Tian, Jingya Cheng, Ingrid V. Bassett, Douglas S. Bell +13 more

Epidemiology of Patient Record Duplication

Applied Clinical Informatics(2024)10.1055/a-2423-8499

N/A

0DataRank · unranked

3 citations

Audrey Zhao, Reuben Applegate, Todd R. Johnson, Elmer V. Bernstam, Onur Şahın

Toward standardization, harmonization, and integration of social determinants of health data: A Texas Clinical and Translational Science Award institutions collaboration

Journal of Clinical and Translational Science(2024)10.1017/cts.2024.2

N/A

0DataRank · unranked

11 citations

Linda Highfield, Mujeeb Basit, Elmer V. Bernstam, Byeong Yeob Choi, Robert L. Ferrer +12 more

Understanding enterprise data warehouses to support clinical and translational research: impact, sustainability, demand management, and accessibility

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae111

N/A

0DataRank · unranked

3 citations

Catherine K. Craven, David A Dorr, Elmer V. Bernstam, Boyd M. Knosp, Thomas R. Campion

Precision Phenotyping for Curating Research Cohorts of Patients with Post-Acute Sequelae of COVID-19 (PASC) as a Diagnosis of Exclusion

medRxiv(2024)10.1101/2024.04.13.24305771

N/A

0DataRank · unranked

2 citations

Jonas Hügel, Jiazi Tian, Jingya Cheng, Ingrid V. Bassett, Douglas S. Bell +13 more

Review of tools to support Target Trial Emulation

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104897

N/A

0DataRank · unranked

2 citations

Elmer V. Bernstam, Todd R. Johnson, Christina A van Hal

Privacy-by-design: Case studies in interactive record linkage using a hybrid human-computer system

International Journal of Medical Informatics(2025)10.1016/j.ijmedinf.2025.106045

N/A

0DataRank · unranked

1 citations

Eric D. Ragan, Mahin Ramezani, Gurudev Ilangovan, Theodoros V. Giannouchos, Qinbo Li +6 more

Advancing delirium detection through the Open Health Natural Language Processing Consortium and the Evolve to Next-Gen Accrual to Clinical Trials Network

The Journals of Gerontology Series A(2025)10.1093/gerona/glaf207

N/A

0DataRank · unranked

1 citations

Min Ji Kwak, Jaerong Ahn, Zhiyi Yue, Shreyas Ranganath, Joseph R. Applegate +27 more

Development and Validation of Natural Language Processing Algorithms in the ENACT National Electronic Health Record Research Network

medRxiv(2025)10.1101/2025.01.24.25321096

N/A

0DataRank · unranked

4 citations

Jordan Hilsman, Chenyu Li, Michele Morris, Paul M. Heider, Sunyang Fu +31 more

Validation of an Electronic Health Record–Based Suicide Risk Prediction Modeling Approach Across Multiple Health Care Systems

JAMA Network Open(2020)10.1001/jamanetworkopen.2020.1262

N/A

0DataRank · unranked

113 citations

Víctor M. Castro, Matthew K. Nock, Kenneth D. Mandl, Emily M. Madsen, Ashley N. Seiger +17 more

Development and validation of natural language processing algorithms in the national ENACT network

Journal of Clinical and Translational Science(2025)10.1017/cts.2025.10116

Top 100%

0DataRank

Top 100%0 citations

Jordan Hilsman, Chenyu Li, Michele Morris, Paul M. Heider, Sunyang Fu +31 more

Using computable knowledge mined from the literature to elucidate confounders for EHR-based pharmacovigilance

medRxiv(2020)10.1101/2020.07.08.20113035

N/A

0DataRank · unranked

1 citations

Elmer V. Bernstam, Peng Wei, Richard D. Boyce, Trevor Cohen, Scott A. Malec

Association of Frailty and the Expanded Operative Stress Score with Preoperative Acute Serious Conditions, Complications, and Mortality in Males Compared to Females

Annals of Surgery(2021)10.1097/sla.0000000000005027

N/A

0DataRank · unranked

43 citations

Jeongsoo Kim, Daniel E. Hall, Myrick C. Shinall, Katherine M. Reitz, Karyn B. Stitzenberg +8 more

A deep learning approach to identify missingis-arelations in SNOMED CT

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac248

N/A

0DataRank · unranked

10 citations

Fengbo Zheng, Elmer V. Bernstam, Jay Shi, Olivier Bodenreider, Licong Cui +1 more

Elmer V. Bernstam

Indexed papers

Top data-sharing exemplar

Papers