Zhe He

Also affiliated with Xi'an University of Science and Technology, Florida A&M University - Florida State University College of Engineering, Ministry of Education of the People's Republic of China, Harbin Medical University, Kunming Medical University, State University System of Florida, Shanghai Institute of Nutrition and Health, Zhujiang Hospital, Second Affiliated Hospital of Harbin Medical University, China Academy of Railway Sciences, Guangdong Academy of Medical Sciences, University of Chinese Academy of Sciences, Wuhan University of Science and Technology, Southern Medical University

Biochemistry, Genetics and Molecular BiologyComputer 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 2%percentile

2.1Author DataRank

Indexed papers

4in 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 4 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.

Exploring the feasibility of using real-world data from a large clinical data research network to simulate clinical trials of Alzheimer’s disease

npj Digital Medicine(2021)10.1038/s41746-021-00452-1

Top 11%

1.9DataRank

Top 11%40 citations

Hansi Zhang, Yi Guo, Thomas J. George, Mattia Prosperi, William R. Hogan +5 more

Papers

Driven by 59 papers — median percentile 18. Top paper: “Exploring the feasibility of using real-world data from a large clinical data research network to simulate clinical trials of Alzheimer’s disease”.

Exploring the feasibility of using real-world data from a large clinical data research network to simulate clinical trials of Alzheimer’s disease

npj Digital Medicine(2021)10.1038/s41746-021-00452-1

Top 11%

1.9DataRank

Top 11%40 citations

Hansi Zhang, Yi Guo, Thomas J. George, Mattia Prosperi, William R. Hogan +5 more

sureLDA: A multidisease automated phenotyping method for the electronic health record

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa079

N/A

0.557DataRank · unranked

40 citations

Doudou Zhou, Zhe He, Jiehuan Sun, Víctor M. Castro, Vivian S. Gainer +4 more

Machine learning–based prediction of health outcomes in pediatric organ transplantation recipients

JAMIA Open(2021)10.1093/jamiaopen/ooab008

N/A

0.557DataRank · unranked

40 citations

Seyedeh Neelufar Payrovnaziri, Dipankar Gupta, Dev M. Desai, Zhe He, Michael Killian

A deep learning approach for identifying cancer survivors living with post-traumatic stress disorder on Twitter

BMC Medical Informatics and Decision Making(2020)10.1186/s12911-020-01272-1

N/A

0.464DataRank · unranked

21 citations

Ninghao Liu, Mengnan Du, Zhe He, Xia Hu, Nur Hafieza Ismail

Classifying Drug Ratings Using User Reviews with Transformer-Based Language Models

2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)(2022)10.1109/ichi54592.2022.00035

N/A

0.457DataRank · unranked

20 citations

Zhe He, Akhil Shiju

A review of auditing techniques for the Unified Medical Language System

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa108

N/A

0.425DataRank · unranked

16 citations

Zhe He, Duo Wei, Vipina K. Keloth, Jungwei Fan, Luke Lindemann +4 more

An Informatics Framework to Assess Consumer Health Language Complexity Differences: Proof-of-Concept Study

Journal of Medical Internet Research(2020)10.2196/16795

N/A

0.406DataRank · unranked

14 citations

Zhe He, Aiwen Xing, Mia Liza A. Lustria, Biyang Yu

Semantics-Powered Healthcare Engineering and Data Analytics

Journal of Healthcare Engineering(2017)10.1155/2017/7983473

N/A

0.396DataRank · unranked

13 citations

Cui Tao, Jiang Bian, Michel J. Dumontier, William R. Hogan, Zhe He

User-Centered System Design for Communicating Clinical Laboratory Test Results: Design and Evaluation Study

JMIR Human Factors(2021)10.2196/26017

N/A

0.396DataRank · unranked

13 citations

Lukas Kmoth, Xiao Luo, Zhe He, Zhan Zhang

Synoptic reporting by summarizing cancer pathology reports using large language models

npj Health Systems(2025)10.1038/s44401-025-00013-8

N/A

0.380DataRank · unranked

8 citations

Shaika Chowdhury, Xiaodi Li, Vincent Buchner, Zhe He, Rui Zhang +5 more

Stratifying heart failure patients with graph neural network and transformer using Electronic Health Records to optimize drug response prediction

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae137

N/A

0.360DataRank · unranked

10 citations

Yongbin Chen, Pengyang Li, Sivaraman Rajaganapathy, Andrew Wen, Xiao Ma +12 more

Patterns of Tumor Necrosis Factor Inhibitor (TNFi) Biosimilar Use Across United States Rheumatology Practices

ACR Open Rheumatology(2020)10.1002/acr2.11106

N/A

0.360DataRank · unranked

10 citations

Jeffrey R. Curtis, Jie Huang, Zhe He, Michael Evans, Tracy Johansson +4 more

Classifying Drug Ratings Using User Reviews with Transformer-Based Language Models

medRxiv(2021)10.1101/2021.04.15.21255573

N/A

0.312DataRank · unranked

7 citations

Zhe He, Akhil Shiju

Synoptic Reporting by Summarizing Cancer Pathology Reports using Large Language Models

medRxiv(2024)10.1101/2024.04.26.24306452

N/A

0.269DataRank · unranked

5 citations

Shaika Chowdhury, Vincent Buchner, Zhe He, Xiaoqian Jiang, Ping Yang +3 more

Predicting Adherence to Computer-Based Cognitive Training Programs Among Older Adults: Study of Domain Adaptation and Deep Learning

JMIR Aging(2024)10.2196/53793

N/A

0.241DataRank · unranked

4 citations

Shayok Chakraborty, Zhe He, Y J Pang, Shenghao Zhang, Ronast Subedi +4 more

Exploring the Feasibility of Using Real-World Data from a Large Clinical Data Research Network to Simulate Clinical Trials of Alzheimer’s Disease

medRxiv(2020)10.1101/2020.06.03.20121491

Top 65%

0.208DataRank

Top 65%3 citations

Hansi Zhang, Yi Guo, Thomas J. George, Mattia Prosperi, William R. Hogan +5 more

Psychosocial considerations in pediatric heart transplantation: Initial validation of the Pediatric Psychosocial Assessment Tool at a single center

JHLT Open(2025)10.1016/j.jhlto.2025.100319

N/A

0.208DataRank · unranked

3 citations

Sonnie E. Mayewski, Schyler E. Brumm, Zhe He, Dipankar Gupta, Michael Killian

Big Advocacy, Little Recognition: The Hidden Work of Black Patients in Precision Medicine

Research Square(2023)10.21203/rs.3.rs-2340760/v1

N/A

0.165DataRank · unranked

2 citations

Ken Resnicow, Elena M. Stoffel, Tiah Tomlin, Robert Cook‐Deegan, Melissa Cline +5 more

Biomarker evaluation under imperfect nested case‐control design

Statistics in Medicine(2021)10.1002/sim.9012

N/A

0.104DataRank · unranked

1 citations

Yingye Zheng, Majken K. Jensen, Zhe He, Tianxi Cai, Xuan Wang

Predicting HIV Diagnosis Among Emerging Adults Using Electronic Health Records and Health Survey Data in All of Us Research Program

PubMed(2024)10.1109/bibm62325.2024.10822296

N/A

0.104DataRank · unranked

1 citations

Yiyang Liu, Mattia Prosperi, Karen Kolmodin MacDonell, Sylvie Naar, Zhe He +1 more

Towards Formal Computable Representation of Clinical Trial Eligibility Criteria for Alzheimer's Disease

medRxiv(2022)10.1101/2022.03.21.22272707

N/A

0DataRank · unranked

0 citations

Hansi Zhang, Xing He, Matthew Diller, Qian Li, Shubo Tian +5 more

New opportunities for the early detection and treatment of cognitive decline: adherence challenges and the promise of smart and person-centered technologies

BMC Digital Health(2023)10.1186/s44247-023-00008-1

N/A

0DataRank · unranked

46 citations

Michael Dieciuc, Dawn Carr, Shayok Chakraborty, Ankita Singh, Ibukun E. Fowe +6 more

Enriching Real-world Data with Social Determinants of Health for Health Outcomes and Health Equity: Successes, Challenges, and Opportunities

Yearbook of Medical Informatics(2023)10.1055/s-0043-1768732

N/A

0DataRank · unranked

26 citations

Emily Pfaff, Serena Jingchuan Guo, Yi Guo, Yonghui Wu, Cui Tao +3 more

Prediction of Outcomes After Heart Transplantation in Pediatric Patients Using National Registry Data: Evaluation of Machine Learning Approaches

JMIR Cardio(2023)10.2196/45352

N/A

0DataRank · unranked

14 citations

Shubo Tian, Aiwen Xing, Dana Hughes, Dipankar Gupta, Xiaoyu Wang +2 more

Big advocacy, little recognition: the hidden work of Black patients in precision medicine

Journal of Community Genetics(2023)10.1007/s12687-023-00673-9

N/A

0DataRank · unranked

8 citations

Ken Resnicow, Elena M. Stoffel, Tiah Tomlin, Robert Cook‐Deegan, Melissa Cline +5 more

Editorial: Explainable artificial intelligence for critical healthcare applications

Frontiers in Artificial Intelligence(2023)10.3389/frai.2023.1282800

N/A

0DataRank · unranked

12 citations

Rui Zhang, Gayo Diallo, Zhengxing Huang, Benjamin Scott Glicksberg, Zhe He

Benchmarking Transformer-Based Models for Identifying Social Determinants of Health in Clinical Notes

PubMed(2023)10.1109/ichi57859.2023.00102

N/A

0DataRank · unranked

8 citations

Dipankar Gupta, Michael Killian, Zhe He, Xiaoyu Wang

Building Prediction Models for 30-Day Readmissions Among ICU Patients Using Both Structured and Unstructured Data in Electronic Health Records

PubMed(2023)10.1109/bibm58861.2023.10385612

N/A

0DataRank · unranked

8 citations

Zhe He, Alex Moerschbacher

Parsing Clinical Trial Eligibility Criteria for Cohort Query by a Multi-Input Multi-Output Sequence Labeling Model

PubMed(2023)10.1109/bibm58861.2023.10385876

N/A

0DataRank · unranked

2 citations

Pengfei Yin, Hansi Zhang, Arslan Erdengasileng, Jiang Bian, Zhe He +1 more

Quality of Answers of Generative Large Language Models Versus Peer Users for Interpreting Laboratory Test Results for Lay Patients: Evaluation Study

Journal of Medical Internet Research(2024)10.2196/56655

N/A

0DataRank · unranked

50 citations

Balu Bhasuran, Qiao Jin, Shubo Tian, Karim Hanna, Cindy Shavor +4 more

Adherence Promotion With Tailored Motivational Messages: Proof of Concept and Message Preferences in Older Adults

Gerontology and Geriatric Medicine(2024)10.1177/23337214231224571

N/A

0DataRank · unranked

4 citations

Michael Dieciuc, Andrew Dilanchian, Mia Liza A. Lustria, Dawn Carr, Neil Charness +3 more

Entry-level guide to the use of large language models for medical research

PubMed(2024)10.48550/arxiv.2410.18856

N/A

0DataRank · unranked

2 citations

Nicholas Wan, Robert Leaman, Shubo Tian, Zhizheng Wang, Yifan Yang +18 more

Assessing the Seasonality of Lab Tests Among Patients with Alzheimer’s Disease and Related Dementias in OneFlorida Data Trust

medRxiv(2024)10.1101/2024.03.18.24304494

N/A

0DataRank · unranked

0 citations

Balu Bhasuran, Victorine Muse, Søren Brunak, Lifeng Lin, Karim Hanna +4 more

Time Matters: Examine Temporal Effects on Biomedical Language Models

PubMed(2024)10.48550/arxiv.2407.17638

N/A

0DataRank · unranked

0 citations

Zhe He, Xiaolei Huang, Weisi Liu

Evaluating the Impact of Lab Test Results on Large Language Models Generated Differential Diagnoses from Clinical Case Vignettes

arXiv (Cornell University)(2024)10.48550/arxiv.2411.02523

N/A

0DataRank · unranked

0 citations

Qiao Jin, Yuzhang Xie, Carl Yang, Karim Hanna, Jennifer Costa +4 more

AgentMD: Empowering language agents for risk prediction with large-scale clinical tool learning

Nature Communications(2025)10.1038/s41467-025-64430-x

N/A

0DataRank · unranked

13 citations

Zhizheng Wang, Yifan Yang, Qingqing Zhu, D. Wright, Thomas Huang +9 more

Predicting Organ Rejections for Pediatric Heart Transplantations with a Combined Use of Transplant Registry Data and Electronic Health Records

medRxiv(2025)10.1101/2025.04.29.25326701

N/A

0DataRank · unranked

1 citations

Xiaoyu Wang, Dipankar Gupta, Michael Killian, Zhe He, Balu Bhasuran

Lab-Ai: Using Retrieval Augmentation to Enhance Language Models for Personalized Lab Test Interpretation in Clinical Medicine

PubMed(2025)10.1109/ichi64645.2025.00025

N/A

0DataRank · unranked

1 citations

Haoyong Ouyang, Balu Bhasuran, Xiao Luo, Karim Hanna, Mia Liza A. Lustria +2 more

LabQAR: A Manually Curated Dataset for Question Answering on Laboratory Test Reference Ranges and Interpretation

medRxiv(2025)10.1101/2025.06.03.25328882

Top 100%

0DataRank

Top 100%0 citations

Qiao Jin, Angelique Deville, Yonghui Wu, Karim Hanna, ZHIYONG LU +2 more

Enriching Real-world Data with Social Determinants of Health for Health Outcomes and Health Equity: Successes, Challenges, and Opportunities

UNC Libraries(2025)10.17615/qpzf-d940

N/A

0DataRank · unranked

0 citations

Yonghui Wu, Cui Tao, Zhe He, Emily Pfaff, Jiang Bian +3 more

Explainable artificial intelligence models using real-world electronic health record data: a systematic scoping review

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa053

N/A

0DataRank · unranked

316 citations

Zhaoyi Chen, Pablo Rengifo‐Moreno, Tim Miller, Jiang Bian, Jonathan H. Chen +3 more

Clinical Trial Generalizability Assessment in the Big Data Era: A Review

Clinical and Translational Science(2020)10.1111/cts.12764

N/A

0DataRank · unranked

136 citations

Xiang D. Tang, Xi Yang, Yi Guo, Thomas J. George, Neil Charness +4 more

Patient Challenges and Needs in Comprehending Laboratory Test Results: Mixed Methods Study

Journal of Medical Internet Research(2020)10.2196/18725

N/A

0DataRank · unranked

62 citations

Daniel Citardi, Aiwen Xing, Xiao Luo, Lu Yu, Zhe He +1 more

Impact of ICD10 and secular changes on electronic medical record rheumatoid arthritis algorithms

Lara D. Veeken(2020)10.1093/rheumatology/keaa198

N/A

0DataRank · unranked

26 citations

Jie Huang, Tianrun Cai, Kumar Dahal, Andrew Cagan, Zhe He +6 more

Reporting results in U.S. clinical trials for obstructive sleep apnea and insomnia: How transparent are they?

Sleep Health(2020)10.1016/j.sleh.2019.11.009

N/A

0DataRank · unranked

5 citations

Douglas M. Wallace, Andrea Barnes, Xiang D. Tang, Girardin Jean‐Louis, Natasha Williams +1 more

Selected articles from the Fourth International Workshop on Semantics-Powered Data Mining and Analytics (SEPDA 2019)

BMC Medical Informatics and Decision Making(2020)10.1186/s12911-020-01292-x

N/A

0DataRank · unranked

1 citations

Cui Tao, Jiang Bian, Rui Zhang, Zhe He

Assessing the Impact of Imputation on the Interpretations of Prediction Models: A Case Study on Mortality Prediction for Patients with Acute Myocardial Infarction

American Medical Informatics Association Annual Symposium(2020)10.1101/2020.06.06.20124347

N/A

0DataRank · unranked

18 citations

Aiwen Xing, Shaeke Salman, Xiuwen Liu, Jiang Bian, Zhe He +1 more

Using Real-World Data to Rationalize Clinical Trials Eligibility Criteria Design: A Case Study of Alzheimer’s Disease Trials

medRxiv(2020)10.1101/2020.08.02.20166629

N/A

0DataRank · unranked

14 citations

Yi Guo, Zhe He, Hansi Zhang, Thomas J. George, Jiang Bian +1 more

How the clinical research community responded to the COVID-19 pandemic: An analysis of the COVID-19 clinical studies in ClinicalTrials.gov

medRxiv(2020)10.1101/2020.09.16.20195552

N/A

0DataRank · unranked

6 citations

Fnu Erdengasileng, Xiao Luo, Aiwen Xing, Neil Charness, Jiang Bian +1 more

sureLDA: A Multi-Disease Automated Phenotyping Method for the Electronic Health Record

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.04.13.038968

N/A

0DataRank · unranked

5 citations

Doudou Zhou, Zhe He, Jiehuan Sun, Víctor M. Castro, Vivian S. Gainer +4 more

Deep Learning Approach to Parse Eligibility Criteria in Dietary Supplements Clinical Trials Following OMOP Common Data Model

medRxiv(2020)10.1101/2020.09.16.20196022

N/A

0DataRank · unranked

1 citations

Jianfu Li, Yiqi Xu, Nan Wang, Yanshan Wang, Terrence J Adam +3 more

Retrieving Lab Test Related Questions from Social Q&A Sites by Combining Shallow Features and Deep Representations

medRxiv(2020)10.1101/2020.08.08.20170753

N/A

0DataRank · unranked

0 citations

Xiao Luo, Zhan Zhang, Haoran Ding, Zhe He, Lu Yu

Exploring the Feasibility of Using Real-World Data from a Large Clinical Data Research Network to Simulate Clinical Trials of Alzheimer’s Disease

medRxiv(2020)10.1101/2020.08.16.20167577

Top 100%

0DataRank

Top 100%0 citations

Hansi Zhang, Yi Guo, Thomas J. George, Mattia Prosperi, William R. Hogan +5 more

Association Between Inflammation, Incident Heart Failure, and Heart Failure Subtypes in Patients With Rheumatoid Arthritis

Arthritis Care & Research(2021)10.1002/acr.24804

N/A

0DataRank · unranked

34 citations

Tianrun Cai, Brittany Weber, Zhe He, Kumar Dahal, Chuan Hong +10 more

Building Prediction Models for 30-Day Readmissions Among ICU Patients Using Both Structured and Unstructured Data in Electronic Health Records

medRxiv(2021)10.1101/2021.08.10.21261858

N/A

0DataRank · unranked

3 citations

Zhe He, Alex Moerschbacher

Parsing Clinical Trial Eligibility Criteria for Cohort Query by a Multi-Input Multi-Output Sequence Labeling Model

medRxiv(2021)10.1101/2021.11.18.21266533

N/A

0DataRank · unranked

2 citations

Pengfei Yin, Hansi Zhang, Arslan Erdengasileng, Jiang Bian, Zhe He +1 more

Assessing the use of prescription drugs and dietary supplements in obese respondents in the National Health and Nutrition Examination Survey

PLoS ONE(2022)10.1371/journal.pone.0269241

N/A

0DataRank · unranked

6 citations

Aiwen Xing, Julia L. Sheffler, Elizabeth Steidley, Terrence J Adam, Rui Zhang +2 more

Scalable relevance ranking algorithm via semantic similarity assessment improves efficiency of medical chart review

Journal of Biomedical Informatics(2022)10.1016/j.jbi.2022.104109

N/A

0DataRank · unranked

5 citations

Zhe He, Chuan Hong, Yichi Zhang, Yuk‐Lam Ho, Jacqueline Honerlaw +9 more

Predicting health outcomes through machine learning in pediatric heart transplantation: Use of national data from the United Network for Organ Sharing

Research Square(2022)10.21203/rs.3.rs-1582987/v1

N/A

0DataRank · unranked

1 citations

Shubo Tian, Aiwen Xing, Dana Hughes, Dipankar Gupta, Zhe He +1 more

Zhe He

Indexed papers

Top data-sharing exemplar

Papers