Chao Yan

Also affiliated with Vanderbilt University Medical Center

NeuroscienceComputer 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 100%percentile

0Author 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.

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

Papers

Driven by 36 papers — median percentile 0. Top paper: “Membership inference attacks against synthetic health data”.

Membership inference attacks against synthetic health data

Journal of Biomedical Informatics(2021)10.1016/j.jbi.2021.103977

N/A

0.661DataRank · unranked

81 citations

Chao Yan, Bradley Malin, Ziqi Zhang

The Public Perception of the #GeneEditedBabies Event Across Multiple Social Media Platforms: Observational Study

Journal of Medical Internet Research(2022)10.2196/31687

N/A

0.632DataRank · unranked

16 citations

Zhiyu Wan, Chao Yan, Yongtai Liu, Ellen Wright Clayton, Bradley Malin +2 more

Collaboration Structures in COVID-19 Critical Care: Retrospective Network Analysis Study

JMIR Human Factors(2021)10.2196/25724

N/A

0.434DataRank · unranked

17 citations

Xinmeng Zhang, Cheng Gao, Erin M. Wilfong, Jonathan D. Casey, Daniel J. France +5 more

Forecasting the future clinical events of a patient through contrastive learning

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac086

N/A

0.345DataRank · unranked

9 citations

Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley Malin, Ziqi Zhang

Optimizing Large Language Models for Discharge Prediction: Best Practices in Leveraging Electronic Health Record Audit Logs

medRxiv(2024)10.1101/2024.09.12.24313594

N/A

0.208DataRank · unranked

3 citations

Chao Yan, Yuyang Yang, Zhuohang Li, Yubo Feng, Bradley Malin +2 more

A Multifaceted benchmarking of synthetic electronic health record generation models

Nature Communications(2022)10.1038/s41467-022-35295-1

N/A

0DataRank · unranked

89 citations

Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney +3 more

Development of Novel Aptamer-Based Targeted Chemotherapy for Bladder Cancer

Cancer Research(2022)10.1158/0008-5472.can-21-2691

N/A

0DataRank · unranked

35 citations

Yang Zhang, Peng-Chao Li, Jiajie Guo, Fan Huo, Jintao Yang +7 more

Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation

Journal of the American Medical Informatics Association(2022)10.1093/jamia/ocac131

N/A

0DataRank · unranked

14 citations

Chao Yan, Bradley Malin, Ziqi Zhang

Implicit Incentives Among Reddit Users to Prioritize Attention Over Privacy and Reveal Their Faces When Discussing Direct-to-Consumer Genetic Test Results: Topic and Attention Analysis

JMIR Infodemiology(2022)10.2196/35702

N/A

0DataRank · unranked

3 citations

Zhijun Yin, Zhiyu Wan, Chao Yan, Weiyi Xia, Congning Ni +5 more

Examining Rural and Urban Sentiment Difference in COVID-19–Related Topics on Twitter: Word Embedding–Based Retrospective Study

Journal of Medical Internet Research(2023)10.2196/42985

N/A

0DataRank · unranked

14 citations

Zhijun Yin, Congning Ni, Chao Yan, Zhiyu Wan, Bradley Malin +1 more

PanDa Game: Optimized Privacy-Preserving Publishing of Individual-Level Pandemic Data Based on a Game Theoretic Model

IEEE Transactions on NanoBioscience(2023)10.1109/tnb.2023.3284092

N/A

0DataRank · unranked

4 citations

Zhiyu Wan, J Thomas Brown, Chao Yan, Bradley Malin, Abinitha Gourabathina

Leveraging Generative AI to Prioritize Drug Repurposing Candidates: Validating Identified Candidates for Alzheimer's Disease in Real-World Clinical Datasets

Research Square(2023)10.21203/rs.3.rs-3125859/v1

N/A

0DataRank · unranked

5 citations

Chao Yan, Monika E. Grabowska, Alyson L. Dickson, Bingshan Li, Zhexing Wen +7 more

Leveraging Generative AI to Prioritize Drug Repurposing Candidates: Validating Identified Candidates for Alzheimer’s Disease in Real-World Clinical Datasets

medRxiv(2023)10.1101/2023.07.07.23292388

N/A

0DataRank · unranked

0 citations

Monika E. Grabowska, Alyson L. Dickson, Bingshan Li, Zhexing Wen, Dan M. Roden +7 more

Leveraging generative AI to prioritize drug repurposing candidates for Alzheimer’s disease with real-world clinical validation

npj Digital Medicine(2024)10.1038/s41746-024-01038-3

N/A

0DataRank · unranked

63 citations

Monika E. Grabowska, Alyson L. Dickson, Bingshan Li, Zhexing Wen, Dan M. Roden +7 more

Association Between Patient Portal Engagement and Weight Loss Outcomes in Patients After Bariatric Surgery: Longitudinal Observational Study Using Electronic Health Records

Journal of Medical Internet Research(2024)10.2196/56573

N/A

0DataRank · unranked

4 citations

Kaidi Kang, Chao Yan, Yubo Feng, Simon Vandekar, Danxia Yu +9 more

TEMPORARILY REMOVED: Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae075

N/A

0DataRank · unranked

5 citations

Yishan Shen, Alice Xu, Xing He, Chongliang Luo, Mackenzie Edmondson +13 more

Characterizing genetic profiles for high triglyceride levels in U.S. patients of African ancestry

Journal of Lipid Research(2024)10.1016/j.jlr.2024.100569

N/A

0DataRank · unranked

2 citations

Srushti Gangireddy, Alyson L. Dickson, Yi Xin, Chao Yan, Vivian Kawai +6 more

Not the Models You Are Looking For: Traditional ML Outperforms LLMs in Clinical Prediction Tasks

medRxiv(2024)10.1101/2024.12.03.24318400

N/A

0DataRank · unranked

5 citations

Chao Yan, Zhuohang Li, Xinmeng Zhang, Benjamin Collins, You Chen +5 more

Characterizing genetic profiles for high triglyceride levels in U.S. patients of African ancestry

medRxiv(2024)10.1101/2024.03.11.24304107

N/A

0DataRank · unranked

1 citations

Srushti Gangireddy, Alyson L. Dickson, Yi Xin, Chao Yan, Vivian Kawai +6 more

Enhanced Patient Portal Engagement Associated with Improved Weight Loss Outcomes in Post-Bariatric Surgery Patients

medRxiv(2024)10.1101/2024.01.20.24301550

N/A

0DataRank · unranked

0 citations

Kaidi Kang, Chao Yan, Yubo Feng, Simon Vandekar, Danxia Yu +9 more

Large language models are less effective at clinical prediction tasks than locally trained machine learning models

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf038

N/A

0DataRank · unranked

38 citations

Chao Yan, Zhuohang Li, Xinmeng Zhang, Benjamin Collins, You Chen +5 more

A consensus privacy metrics framework for synthetic data

Patterns(2025)10.1016/j.patter.2025.101320

N/A

0DataRank · unranked

16 citations

Fida K. Dankar, Jörg Drechsler, Mark Elliot, Josep Domingo‐Ferrer, Paul Francis +10 more

COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data

npj Digital Medicine(2025)10.1038/s41746-025-01781-1

N/A

0DataRank · unranked

4 citations

Jenna Reps, Lu Li, Bingyu Zhang, Yiwen Lu, Jiayi Tong +22 more

Beyond Phecodes: leveraging PheMAP to identify patients lacking diagnosis codes in electronic health records

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf055

N/A

0DataRank · unranked

2 citations

Monika E. Grabowska, Rut Thakkar, Alyson L. Dickson, Peter J. Embí, Qiping Feng +5 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

A statistical framework for evaluating the repeatability and reproducibility of large language models

medRxiv(2025)10.1101/2025.08.06.25333170

N/A

0DataRank · unranked

14 citations

Boyu Ren, Chih-Yuan Hsu, Chao Yan, Rory J. Tinker, Thomas A. Cassini +7 more

Role and Use of Race in Artificial Intelligence and Machine Learning Models Related to Health

Journal of Medical Internet Research(2025)10.2196/73996

N/A

0DataRank · unranked

1 citations

Ang Li, Bradley Malin, Zhijun Yin, Joseph Coco, Benjamin Collins +7 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

Multi-omics analysis reveals aspirin is associated with reduced risk of Alzheimer’s disease

medRxiv(2025)10.1101/2025.04.07.25325038

N/A

0DataRank · unranked

1 citations

Avi U. Vaidya, Xue Zhong, Chris Guardo, Alyson L. Dickson, Mojgan Babanejad +10 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

SynTEG: a framework for temporal structured electronic health data simulation

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa262

N/A

0DataRank · unranked

61 citations

Chao Yan, Thomas A. Lasko, Jimeng Sun, Bradley Malin, Ziqi Zhang

Multi-scale Data Improves Performance of Machine Learning Model for Long COVID Prediction

Research Square(2025)10.21203/rs.3.rs-7234976/v1

N/A

0DataRank · unranked

0 citations

Christopher Guardo, Xinmeng Zhang, Srushti Gandireddy, Chao Yan, V. Eric Kerchberger +18 more

Generating Electronic Health Records with Multiple Data Types and\n Constraints

arXiv (Cornell University)(2020)10.48550/arxiv.2003.07904

N/A

0DataRank · unranked

30 citations

Ziqi Zhang, Steve Nyemba, Bradley Malin, Chao Yan

Predicting next-day discharge via electronic health record access logs

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab211

N/A

0DataRank · unranked

34 citations

Chao Yan, Bradley Malin, Mayur B. Patel, You Chen, Xinmeng Zhang

Predicting brain function status changes in critically ill patients via Machine learning

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab166

N/A

0DataRank · unranked

11 citations

Cheng Gao, Ziqi Zhang, Wencong Chen, Bradley Malin, E. Wesley Ely +3 more

Assessing Neonatal Intensive Care Unit Structures and Outcomes Before and During the COVID-19 Pandemic: Network Analysis Study

Journal of Medical Internet Research(2021)10.2196/27261

N/A

0DataRank · unranked

8 citations

Chao Yan, Yang Gong, Mhd Wael Alrifai, Daniel J. France, You Chen +1 more

Chao Yan

Indexed papers

Top data-sharing exemplar

Papers