Yanshan Wang

Also affiliated with University of Pittsburgh, Cangzhou Central Hospital, Health Information Management

Computer ScienceBiochemistry, Genetics and Molecular BiologyMedicine

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 53 papers — median percentile 0. Top paper: “An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study”.

An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study

JMIR Medical Informatics(2024)10.2196/55318

N/A

5.3DataRank · unranked

176 citations

Mark Kelley, Alyssa Samolyk-Mazzanti, Shyam Visweswaran, Yanshan Wang, Sonish Sivarajkumar

Cellular Senescence in Intervertebral Disc Aging and Degeneration: Molecular Mechanisms and Potential Therapeutic Opportunities

Biomolecules(2023)10.3390/biom13040686

N/A

0.799DataRank · unranked

205 citations

Allison M. Nguyen-Thai, Haneef Ahamed Mohammad, Yanshan Wang, Paul D. Robbins, Joon Y. Lee +2 more

Adopting and expanding ethical principles for generative artificial intelligence from military to healthcare

npj Digital Medicine(2023)10.1038/s41746-023-00965-x

N/A

0.729DataRank · unranked

128 citations

Jordan Hilsman, Yifan Peng, Ronald K. Poropatich, Jeremy Pamplin, Gary L. Legault +2 more

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104640

N/A

0.553DataRank · unranked

39 citations

Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Curtis L. Cole +9 more

A Qualitative Evaluation of Language Models on Automatic Question-Answering for COVID-19

PubMed(2020)10.1145/3388440.3412413

N/A

0.553DataRank · unranked

39 citations

Yanshan Wang, David Oniani

Mitigating the risk of health inequity exacerbated by large language models

npj Digital Medicine(2025)10.1038/s41746-025-01576-4

N/A

0.538DataRank · unranked

35 citations

Weigang Ma, Sonish Sivarajkumar, Hang Zhang, Eugene M. Sadhu, Zhuochun Li +4 more

HealthPrompt: A Zero-shot Learning Paradigm for Clinical Natural Language Processing

PubMed(2022)10.48550/arxiv.2203.05061

N/A

0.533DataRank · unranked

34 citations

Yanshan Wang, Sonish Sivarajkumar

Representing and utilizing clinical textual data for real world studies: An OHDSI approach

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104343

N/A

0.416DataRank · unranked

15 citations

Juan M. Banda, Michael Gurley, Paul M. Heider, Georgina Kennedy, Hongfang Liu +22 more

Assertion Detection in Clinical Natural Language Processing Using Large Language Models

PubMed(2024)10.1109/ichi61247.2024.00039

N/A

0.396DataRank · unranked

13 citations

Zeshui Yu, Yanshan Wang, Yuelyu Ji

Evaluation of patient-level retrieval from electronic health record data for a cohort discovery task

JAMIA Open(2020)10.1093/jamiaopen/ooaa026

N/A

0.373DataRank · unranked

11 citations

Steven Bedrick, Aaron Cohen, Yanshan Wang, Andrew Wen, Sijia Liu +3 more

An Aberration Detection-Based Approach for Sentinel Syndromic Surveillance of COVID-19 and Other Novel Influenza-Like Illnesses

medRxiv(2020)10.1101/2020.06.08.20124990

N/A

0.312DataRank · unranked

7 citations

Liwei Wang, Huan He, Sijia Liu, Sunyang Fu, Sunghwan Sohn +8 more

Prediction of Incident Dementia Using Patient Temporal Health Status

Studies in health technology and informatics(2022)10.3233/shti220180

N/A

0.241DataRank · unranked

4 citations

Omar A. Ibrahim, Yanshan Wang, Maria Vassilaki, Ronald C. Petersen, Michelle M. Mielke +3 more

Machine learning applications related to suicide in military and Veterans: A scoping literature review

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104848

N/A

0.165DataRank · unranked

2 citations

Yishu Wei, Yanshan Wang, Yunyu Xiao, Col Ret Ronald K Poropatich, Gretchen L. Haas +7 more

Clinical Information Retrieval: A literature review

Research Square(2023)10.21203/rs.3.rs-2748158/v1

N/A

0.165DataRank · unranked

2 citations

Haneef Ahamed Mohammad, David Oniani, Kirk Roberts, William Hersh, Hongfang Liu +4 more

Large Language Models Vote: Prompting for Rare Disease Identification

arXiv (Cornell University)(2023)10.48550/arxiv.2308.12890

N/A

0.138DataRank · unranked

1 citations

Jordan Hilsman, Hang Dong, Fengyi Gao, Shiven Verma, Yanshan Wang +1 more

A Framework for Human Evaluation of Large Language Models in Healthcare Derived from Literature Review

arXiv (Cornell University)(2024)10.48550/arxiv.2405.02559

N/A

0.104DataRank · unranked

1 citations

Sonish Sivarajkumar, Sumit Kapoor, Alisa V Stolyar, Katelyn Polanska, Karleigh R McCarthy +10 more

Leveraging Generative AI for Clinical Evidence Summarization Needs to Ensure Trustworthiness

arXiv (Cornell University)(2023)10.48550/arxiv.2311.11211

N/A

0DataRank · unranked

2 citations

Qiao Jin, Denis Jered McInerney, Chen, Yong, Fei Wang, Curtis L. Cole +9 more

ReDWINE: A Clinical Datamart with Text Analytical Capabilities to Facilitate Rehabilitation Research

arXiv (Cornell University)(2023)10.48550/arxiv.2304.05929

N/A

0DataRank · unranked

0 citations

Bambang Parmanto, Andi Saptono, Allyn Bove, Janet K. Freburger, Shyam Visweswaran Nickie Cappella +7 more

Fair Patient Model: Mitigating Bias in the Patient Representation Learned from the Electronic Health Records

arXiv (Cornell University)(2023)10.48550/arxiv.2306.03179

N/A

0DataRank · unranked

0 citations

Yufei Huang, Yanshan Wang, Sonish Sivarajkumar

A framework for human evaluation of large language models in healthcare derived from literature review

npj Digital Medicine(2024)10.1038/s41746-024-01258-7

N/A

0DataRank · unranked

304 citations

Sonish Sivarajkumar, Sumit Kapoor, Alisa V Stolyar, Katelyn Polanska, Karleigh R McCarthy +10 more

Large language models for biomedicine: foundations, opportunities, challenges, and best practices

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae074

N/A

0DataRank · unranked

53 citations

Joseph M. Plasek, Hua Xu, Özlem Uzuner, Trevor Cohen, Meliha Yetişgen +4 more

Clinical Information Retrieval: A Literature Review

Journal of Healthcare Informatics Research(2024)10.1007/s41666-024-00159-4

N/A

0DataRank · unranked

30 citations

Haneef Ahamed Mohammad, David Oniani, Kirk Roberts, William Hersh, Hongfang Liu +4 more

Extraction of sleep information from clinical notes of Alzheimer’s disease patients using natural language processing

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae177

N/A

0DataRank · unranked

21 citations

Thomas Yu Chow Tam, Haneef Ahamed Mohammad, Samuel Viggiano, David Oniani, Shyam Visweswaran +2 more

Enhancing post-traumatic stress disorder patient assessment: leveraging natural language processing for research of domain criteria identification using electronic medical records

BMC Medical Informatics and Decision Making(2024)10.1186/s12911-024-02554-8

N/A

0DataRank · unranked

8 citations

Sophie Marie Kiehl, Xiguang Qi, M. Daniel Brannock, Thomas R. Kosten, Neal D. Ryan +4 more

The ENACT network is acting on housing instability and the unhoused using the open health natural language processing toolkit

Journal of Clinical and Translational Science(2024)10.1017/cts.2024.543

N/A

0DataRank · unranked

5 citations

Sunyang Fu, Andrew Wen, Alexandria Corbeau, Darren W. Henderson, Jordan Hilsman +3 more

Assertion Detection Large Language Model In-context Learning LoRA Fine-tuning

arXiv (Cornell University)(2024)10.48550/arxiv.2401.17602

N/A

0DataRank · unranked

3 citations

Zeshui Yu, Yanshan Wang, Yuelyu Ji

Generative AI Is Not Ready for Clinical Use in Patient Education for Lower Back Pain Patients, Even With Retrieval-Augmented Generation

PubMed(2024)10.48550/arxiv.2409.15260

N/A

0DataRank · unranked

2 citations

Allyn Bove, David Thompson, James Hill, Yi Xu, Yufan Ren +4 more

Enhancing post-traumatic stress disorder patient assessment: Leveraging Natural Language Processing for Research of Domain Criteria Identification using electronic medical records

Research Square(2024)10.21203/rs.3.rs-3973337/v1

N/A

0DataRank · unranked

0 citations

Sophie Marie Kiehl, Xiguang Qi, Neal D. Ryan, Levent Kirisci, M. Daniel Brannock +4 more

Mitigating the Risk of Health Inequity Exacerbated by Large Language Models

arXiv (Cornell University)(2024)10.48550/arxiv.2410.05180

N/A

0DataRank · unranked

0 citations

Weigang Ma, Sonish Sivarajkumar, Hang Zhang, Eugene M. Sadhu, Zhuochun Li +4 more

A Scoping Review of Artificial Intelligence for Precision Nutrition

Advances in Nutrition(2025)10.1016/j.advnut.2025.100398

N/A

0DataRank · unranked

61 citations

David Oniani, Zejia Shao, Paul J. Arciero, Sonish Sivarajkumar, Jordan Hilsman +8 more

Machine Learning Predicts Bleeding Risk in Atrial Fibrillation Patients on Direct Oral Anticoagulant

The American Journal of Cardiology(2025)10.1016/j.amjcard.2025.02.030

N/A

0DataRank · unranked

12 citations

Mehdi Nourelahi, Floyd Thoma, Walid F. Gellad, Wei‐Hsuan Lo‐Ciganic, Anahita Dua +11 more

SDoH-GPT: using large language models to extract social determinants of health

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf094

N/A

0DataRank · unranked

12 citations

Haoyang Wang, Xizhi Wu, Song Wang, Xingyu Zhao, Yanshan Wang +9 more

Identifying Transportation Needs in Ophthalmology Clinic Notes Using Natural Language Processing: Retrospective, Cross-Sectional Study

JMIR Medical Informatics(2025)10.2196/69216

N/A

0DataRank · unranked

1 citations

Hai-Wei Liang, Chenyu Li, J Cassidy, Pooja Tallapaneni, Hunter Osterhoudt +3 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

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

Implementation of a Cohort Retrieval System for Clinical Data Repositories Using the Observational Medical Outcomes Partnership Common Data Model: Proof-of-Concept System Validation

JMIR Medical Informatics(2020)10.2196/17376

N/A

0DataRank · unranked

25 citations

Yanshan Wang, Andrew Wen, Liwei Wang, Na Hong, Feichen Shen +4 more

Automated Extraction of Fluoropyrimidine Treatment and Treatment-Related Toxicities from Clinical Notes Using Natural Language Processing

arXiv (Cornell University)(2025)10.48550/arxiv.2510.20727

N/A

0DataRank · unranked

0 citations

Kreider, Madeline S., Philip E. Empey, Chenyu Li, Yanshan Wang, Xizhi Wu

Family History Extraction From Synthetic Clinical Narratives Using Natural Language Processing: Overview and Evaluation of a Challenge Data Set and Solutions for the 2019 National NLP Clinical Challenges (n2c2)/Open Health Natural Language Processing (OHNLP) Competition

JMIR Medical Informatics(2020)10.2196/24008

N/A

0DataRank · unranked

20 citations

Sijia Liu, Sunyang Fu, Yanshan Wang, Sam Henry, Özlem Uzuner +2 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

Using weak supervision and deep learning to classify clinical notes for identification of current suicidal ideation

Journal of Psychiatric Research(2021)10.1016/j.jpsychires.2021.01.052

N/A

0DataRank · unranked

79 citations

Prakash Adekkanattu, Thomas R. Campion, Evan Sholle, Annie Myers, Samprit Banerjee +4 more

Computational drug repurposing based on electronic health records: a scoping review

npj Digital Medicine(2022)10.1038/s41746-022-00617-6

N/A

0DataRank · unranked

64 citations

Andrew Wen, Sungrim Moon, Sunyang Fu, Liwei Wang, Yiqing Zhao +8 more

Patient Portal Messaging for Asynchronous Virtual Care During the COVID-19 Pandemic: Retrospective Analysis

JMIR Human Factors(2022)10.2196/35187

N/A

0DataRank · unranked

34 citations

Aditya Khurana, George Mastorakos, Andrew Wen, Huan He, Liwei Wang +11 more

Classifying the lifestyle status for Alzheimer’s disease from clinical notes using deep learning with weak supervision

BMC Medical Informatics and Decision Making(2022)10.1186/s12911-022-01819-4

N/A

0DataRank · unranked

36 citations

Dalton Schutte, Yoonkwon Yi, Anusha Bompelli, Fang Yu, Yanshan Wang +2 more

RFtest: A Robust and Flexible Community-Level Test for Microbiome Data Powerfully Detects Phylogenetically Clustered Signals

Frontiers in Genetics(2022)10.3389/fgene.2021.749573

N/A

0DataRank · unranked

22 citations

Yanshan Wang, Jingwen Chen, Jun Chen, L. Zhang

Automated Fidelity Assessment for Strategy Training in Inpatient Rehabilitation using Natural Language Processing

PubMed(2022)10.48550/arxiv.2209.06727

N/A

0DataRank · unranked

2 citations

Courtney E. Schneider, Haneef A. Mohammad, Minmei Shih, Alexandra E. Harper, Leming Zhou +3 more

Extraction of Sleep Information from Clinical Notes of Patients with Alzheimer’s Disease Using Natural Language Processing

medRxiv(2022)10.1101/2022.03.29.22273078

N/A

0DataRank · unranked

2 citations

Thomas Yu Chow Tam, Haneef Ahamed Mohammad, Samuel Viggiano, David Oniani, Shyam Visweswaran +2 more

Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks: Algorithm Development and Validation Study

JMIR AI(2023)10.2196/44293

N/A

0DataRank · unranked

20 citations

Premkumar Chandrasekar, Sonish Sivarajkumar, Yanshan Wang, David Oniani

Fair patient model: Mitigating bias in the patient representation learned from the electronic health records

Journal of Biomedical Informatics(2023)10.1016/j.jbi.2023.104544

N/A

0DataRank · unranked

11 citations

Yufei Huang, Yanshan Wang, Sonish Sivarajkumar

ReDWINE: A clinical datamart with text analytical capabilities to facilitate rehabilitation research

International Journal of Medical Informatics(2023)10.1016/j.ijmedinf.2023.105144

N/A

0DataRank · unranked

6 citations

Bambang Parmanto, Andi Saptono, Allyn Bove, Janet K. Freburger, Shyam Visweswaran +8 more

An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing

arXiv (Cornell University)(2023)10.48550/arxiv.2309.08008

N/A

0DataRank · unranked

10 citations

Mark Kelley, Alyssa Samolyk-Mazzanti, Shyam Visweswaran, Yanshan Wang, Sonish Sivarajkumar

ChatGPT-CARE: a Superior Decision Support Tool Enhancing ChatGPT with Clinical Practice Guidelines

medRxiv(2023)10.1101/2023.08.09.23293890

N/A

0DataRank · unranked

9 citations

Shyam Visweswaran, Sumit Kapoor, Shravan Kooragayalu, Xizhi Wu, Yanshan Wang

From Military to Healthcare: Adopting and Expanding Ethical Principles for Generative Artificial Intelligence

arXiv (Cornell University)(2023)10.48550/arxiv.2308.02448

N/A

0DataRank · unranked

6 citations

Jordan Hilsman, Yifan Peng, COL, Ronald K. Poropatich, COL Jeremy C. Pamplin +3 more

Yanshan Wang

Indexed papers

Top data-sharing exemplar

Papers