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

Yiye Zhang

ORCID: 0000-0003-3494-2699

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 1%percentile
6.6Author 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 →

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.

Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes

Nature Medicine(2022)10.1038/s41591-022-02116-3
Top 4%
5.5DataRank
Top 4%198 citations

Chengxi Zang, Zhenxing Xu, Yongkang Zhang, Jie Xu, Jiang Bian +14 more

Papers

Driven by 17 papers — median percentile 78. Top paper: “Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes”.

Data-driven identification of post-acute SARS-CoV-2 infection subphenotypes

Nature Medicine(2022)10.1038/s41591-022-02116-3
Top 4%
5.5DataRank
Top 4%198 citations

Chengxi Zang, Zhenxing Xu, Yongkang Zhang, Jie Xu, Jiang Bian +14 more

Extracting social support and social isolation information from clinical psychiatry notes: comparing a rule-based natural language processing system and a large language model

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae260
N/A
0.962DataRank · unranked
30 citations

Lauren Lepow, Praneet Kasi Reddy Jagadeesh Kumar, Veer Vekaria, Mohit Sharma, Prakash Adekkanattu +15 more

Identification of risk factors of Long COVID and predictive modeling in the RECOVER EHR cohorts

Communications Medicine(2024)10.1038/s43856-024-00549-0
Top 22%
0.902DataRank
Top 22%42 citations

Yu Hou, Edward J. Schenck, Zhenxing Xu, Yongkang Zhang, Jie Xu +15 more

Minimizing bias when using artificial intelligence in critical care medicine

Journal of Critical Care(2024)10.1016/j.jcrc.2024.154796
N/A
0.489DataRank · unranked
25 citations

Soojin Park, Yugang Jia, Yiye Zhang, Fatima Alwan, Leo Anthony Celi +2 more

Environment scan of generative AI infrastructure for clinical and translational science

npj Health Systems(2025)10.1038/s44401-024-00009-w
N/A
0.345DataRank · unranked
9 citations

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

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

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

Using Machine Learning Methods to Assess the Risk of Alcohol Misuse in Older Adults

Research Square(2023)10.21203/rs.3.rs-3154584/v1
N/A
0DataRank · unranked
0 citations

Nicholas Bartelo, Scott Kulm, Yifan Liu, Yiye Zhang, Olivier Elemento +1 more

Machine Learning for Pneumothorax in Trauma victims: cross-sectional validation study (PneumoDetect)

Research Square(2023)10.21203/rs.3.rs-2749512/v1
N/A
0DataRank · unranked
0 citations

Masood Kadir, Nadeemullah Khan, Yiye Zhang, Shaista Afzal, Iqbal Azam +2 more

Risk Factors and Predictive Modeling for Post-Acute Sequelae of SARS-CoV-2 Infection: Findings from EHR Cohorts of the RECOVER Initiative

Research Square(2023)10.21203/rs.3.rs-2592194/v1
N/A
0DataRank · unranked
2 citations

Yu Hou, Edward J. Schenck, Zhenxing Xu, Yongkang Zhang, Jie Xu +15 more

Machine Learning for Identifying Data-Driven Subphenotypes of Incident Post-Acute SARS-CoV-2 Infection Conditions with Large Scale Electronic Health Records: Findings from the RECOVER Initiative

medRxiv(2022)10.1101/2022.05.21.22275412
N/A
0DataRank · unranked
3 citations

Chengxi Zang, Zhenxing Xu, Yongkang Zhang, Jie Xu, Jiang Bian +14 more

Preparing for the bedside—optimizing a postpartum depression risk prediction model for clinical implementation in a health system

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae056
N/A
0DataRank · unranked
17 citations

Rochelle Joly, Meghan Reading Turchioe, Natalie C. Benda, Alison Hermann, Ashley Beecy +3 more

Super-High-Utilizer Patients in an Urban Academic Emergency Department: Characteristics, Early Identification, and Impact of Strategic Care Management Interventions

Health & Social Work(2021)10.1093/hsw/hlab041
N/A
0DataRank · unranked
4 citations

Daniel L Golden, Amy Y Kim, Yvette Rolon, Lisa Kelly, Seth Herman +6 more

Post-Acute Sequelae of SARS-CoV-2 Infection in Pregnant Females: An Electronic Health Records Analysis from the RECOVER Initiative (PCORnet and N3C)

Research Square(2024)10.21203/rs.3.rs-5026783/v1
N/A
0DataRank · unranked
0 citations

Daniel J. Guth, Ann M. Bruno, Zhenxing Xu, Nariman Ammar, Robert Chew +16 more

Long COVID after SARS-CoV-2 during pregnancy in the United States

Nature Communications(2025)10.1038/s41467-025-57849-9
N/A
0DataRank · unranked
12 citations

Daniel J. Guth, Ann M. Bruno, Zhenxing Xu, Haoyang Li, Nariman Ammar +21 more

Delineating Pathways to Death by Multisystem Organ Failure in Patients With a Left Ventricular Assist Device

The Annals of Thoracic Surgery(2020)10.1016/j.athoracsur.2020.05.164
N/A
0DataRank · unranked
10 citations

Faezeh Movahedi, James F. Antaki, Arman Kilic, Rema Padman, Yiye Zhang +7 more

Development and validation of a machine learning algorithm for predicting the risk of postpartum depression among pregnant women

Journal of Affective Disorders(2020)10.1016/j.jad.2020.09.113
N/A
0DataRank · unranked
163 citations

Shuojia Wang, Alison Hermann, Rochelle Joly, Jyotishman Pathak, Yiye Zhang