Nansu Zong

Also affiliated with Jacksonville College, WinnMed, Mayo Clinic in Florida

Computer ScienceBiochemistry, Genetics and Molecular Biology

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 5%percentile

0.543Author 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.

Characterizing phenotypic abnormalities associated with high-risk individuals developing lung cancer using electronic health records from the All of Us researcher workbench

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab174

Top 36%

0.543DataRank

Top 36%9 citations

Nansu Zong, Chen Wang, David E. Midthun, Yuan Luo, Ping Yang +2 more

Papers

Driven by 30 papers — median percentile 64. Top paper: “DATS, the data tag suite to enable discoverability of datasets”.

DATS, the data tag suite to enable discoverability of datasets

Scientific Data(2017)10.1038/sdata.2017.59

N/A

4.2DataRank · unranked

77 citations

Philippe Rocca-Serra, George Alter, Jeffrey S. Grethe, Hua Xu, Jared Lyle +12 more

DATS: the data tag suite to enable discoverability of datasets

bioRxiv (Cold Spring Harbor Laboratory)(2017)10.1101/103143

N/A

0.642DataRank · unranked

7 citations

Alejandra Noemí González Beltrán, Rocca-Serra, Philippe, George Alter, Jeffrey S. Grethe, Hua Xu +12 more

DataMed – an open source discovery index for finding biomedical datasets

Journal of the American Medical Informatics Association(2018)10.1093/jamia/ocx121

N/A

0.617DataRank · unranked

60 citations

Anupama E. Gururaj, Ruiling Liu, Ergin Soysal, Trevor Cohen, Firat Tiryaki +21 more

Characterizing phenotypic abnormalities associated with high-risk individuals developing lung cancer using electronic health records from the All of Us researcher workbench

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab174

Top 36%

0.543DataRank

Top 36%9 citations

Nansu Zong, Chen Wang, David E. Midthun, Yuan Luo, Ping Yang +2 more

Developing an ETL tool for converting the PCORnet CDM into the OMOP CDM to facilitate the COVID-19 data integration

Journal of Biomedical Informatics(2022)10.1016/j.jbi.2022.104002

N/A

0.505DataRank · unranked

28 citations

Nansu Zong, Andrew Wen, Sijia Liu, Daniel J. Stone, David Knaack +7 more

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

Detecting and Filtering Immune-Related Adverse Events Signal Based on Text Mining and Observational Health Data Sciences and Informatics Common Data Model: Framework Development Study

JMIR Medical Informatics(2020)10.2196/17353

N/A

0.373DataRank · unranked

11 citations

Kathryn J. Ruddy, Aaron S. Mansfield, Nansu Zong, Andrew Wen, Shintaro Tsuji +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

Advancing efficacy prediction for electronic health records based emulated trials in repurposing heart failure therapies

npj Digital Medicine(2025)10.1038/s41746-025-01705-z

N/A

0.343DataRank · unranked

4 citations

Shaika Chowdhury, Shibo Zhou, Sivaraman Rajaganapathy, Yue Yu, Liewei Wang +8 more

Deep Denoising of Raw Biomedical Knowledge Graph From COVID-19 Literature, LitCovid, and Pubtator: Framework Development and Validation

Journal of Medical Internet Research(2022)10.2196/38584

N/A

0.330DataRank · unranked

8 citations

Victoria Ngo, Richard Chapman, Yue Yu, Hongfang Liu, Guoqian Jiang +2 more

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

Leveraging multi-source to resolve inconsistency across pharmacogenomic datasets in drug sensitivity prediction

medRxiv(2023)10.1101/2023.05.25.23290546

N/A

0.208DataRank · unranked

3 citations

Kritib Bhattarai, Sivaraman Rajaganapathy, Liewei Wang, James R. Cerhan, Nansu Zong +1 more

Using EHR data and machine learning approach to facilitate the identification of patients with lung cancer from a pan-cancer cohort.

Journal of Clinical Oncology(2023)10.1200/jco.2023.41.16_suppl.e13552

N/A

0.165DataRank · unranked

2 citations

Kathryn J. Ruddy, Konstantinos Leventakos, Bolun Liu, Nan Huo, Deirdre R. Pachman +7 more

Using Artificial Intelligence to Learn Optimal Regimen Plan for Alzheimer’s Disease

medRxiv(2023)10.1101/2023.01.26.23285064

N/A

0DataRank · unranked

1 citations

Trisha Das, Yejin Kim, Yongbin Chen, Qiying Dai, Xiaoyang Li +3 more

Evaluation of GPT-3 for Anti-Cancer Drug Sensitivity Prediction

arXiv (Cornell University)(2023)10.48550/arxiv.2309.10016

N/A

0DataRank · unranked

1 citations

Sivaraman Rajaganapathy, Lichao Sun, James R. Cerhan, Nansu Zong, Shaika Chowdhury

Evaluating Drug Effectiveness for Antihypertensives in Heart Failure Prognosis: Leveraging Composite Clinical Endpoints and Biomarkers from Electronic Health Records

PubMed(2023)10.1145/3584371.3612977

N/A

0DataRank · unranked

0 citations

Yongbin Chen, Xiao Ma, Qiying Dai, Yue Yu, Nansu Zong +1 more

Matching Patients to Clinical Trials using LLaMA 2 Embeddings and Siamese Neural Network

medRxiv(2024)10.1101/2024.06.28.24309677

N/A

0DataRank · unranked

3 citations

Sivaraman Rajaganapathy, Yue Yu, Cui Tao, Maria Vassilaki, Nansu Zong +1 more

Lung cancer combined with interstitial lung disease: Controversial role of preexisting hypertension and emphysema observed in a fully followed 20-year patient cohort.

Journal of Clinical Oncology(2025)10.1200/jco.2025.43.16_suppl.10556

N/A

0DataRank · unranked

0 citations

Zhaoheng Liu, Jason A. Wampfler, Nansu Zong, Karen L. Swanson, Ping Yang +1 more

Metadata Mapping In Biocaddie: Challenging Cases

Zenodo (CERN European Organization for Nuclear Research)(2016)10.5281/zenodo.167902

N/A

0DataRank · unranked

0 citations

Diana Guijiarro, Sze Nga Wong, Shao Ling Soh, Muhammad Attique Khan, Hyeoneui Kim +17 more

Modeling cancer clinical trials using HL7 FHIR to support downstream applications: A case study with colorectal cancer data

International Journal of Medical Informatics(2020)10.1016/j.ijmedinf.2020.104308

N/A

0DataRank · unranked

29 citations

Daniel J. Stone, Deepak Sharma, Andrew Wen, Chen Wang, Yue Yu +6 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

FHIR-Ontop-OMOP: Building clinical knowledge graphs in FHIR RDF with the OMOP Common data Model

Journal of Biomedical Informatics(2022)10.1016/j.jbi.2022.104201

N/A

0DataRank · unranked

39 citations

Emily Pfaff, Eric Prud’hommeaux, David E. Booth, Deepak Sharma, Nan Huo +6 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

Recommended practices and ethical considerations for natural language processing‐assisted observational research: A scoping review

Clinical and Translational Science(2022)10.1111/cts.13463

N/A

0DataRank · unranked

26 citations

Liwei Wang, Sungrim Moon, Nansu Zong, Huan He, Vikas Pejaver +6 more

BETA: a comprehensive benchmark for computational drug–target prediction

Briefings in Bioinformatics(2022)10.1093/bib/bbac199

N/A

0DataRank · unranked

20 citations

Ning Li, Andrew Wen, Victoria Ngo, Yue Yu, Ming Huang +8 more

Predicting Effectiveness of Antihypertensive Medications for Heart Failure based on Longitudinal Patient Records and Deep Learning

medRxiv(2022)10.1101/2022.11.01.22281804

N/A

0DataRank · unranked

0 citations

Yongbin Chen, Xiao Ma, Qiying Dai, Yue Yu, Nansu Zong +1 more

Using artificial intelligence to learn optimal regimen plan for Alzheimer’s disease

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad135

N/A

0DataRank · unranked

12 citations

Sivaraman Rajaganapathy, Trisha Das, Yejin Kim, Yongbin Chen, the Alzheimer’s Disease Neuroimaging Initiative +6 more

Detecting Reddit Users with Depression Using a Hybrid Neural Network SBERT-CNN

(2023)10.1109/ichi57859.2023.00035

N/A

0DataRank · unranked

21 citations

Ren Yang, Sunyang Fu, Nansu Zong, Hongfang Liu, Ming Huang +1 more

Predicting Physiological Response in Heart Failure Management: A Graph Representation Learning Approach using Electronic Health Records

medRxiv(2023)10.1101/2023.01.27.23285129

N/A

0DataRank · unranked

5 citations

Yongbin Chen, Andrew Wen, Xiao Ma, Qiying Dai, Yue Yu +4 more

Advancing Efficacy Prediction for EHR-based Emulated Trials in Repurposing Heart Failure Therapies

medRxiv(2023)10.1101/2023.05.25.23290531

N/A

0DataRank · unranked

5 citations

Shaika Chowdhury, Shibo Zhou, Sivaraman Rajaganapathy, Yue Yu, Liewei Wang +8 more

Nansu Zong

Indexed papers

Top data-sharing exemplar

Papers