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

Ying Ding

Chinese PLA General Hospital

ORCID: 0000-0003-2567-2009

Also affiliated with Harbin Electric Corporation (China), Wuhan University of Science and Technology, The University of Texas at Austin

Physics and AstronomyComputer ScienceDecision SciencesBiochemistry, 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 1%percentile
7.2Author DataRank

Indexed papers

5in 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 5 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.

Building a PubMed knowledge graph

Scientific Data(2020)10.1038/s41597-020-0543-2
Top 3%
6.2DataRank
Top 3%190 citations

Sunkyu Kim, Min Song, Minbyul Jeong, Donghyeon Kim, Jaewoo Kang +10 more

Papers

Driven by 24 papers — median percentile 58. Top paper: “Building a PubMed knowledge graph”.

Building a PubMed knowledge graph

Scientific Data(2020)10.1038/s41597-020-0543-2
Top 3%
6.2DataRank
Top 3%190 citations

Sunkyu Kim, Min Song, Minbyul Jeong, Donghyeon Kim, Jaewoo Kang +10 more

Improving model fairness in image-based computer-aided diagnosis

Nature Communications(2023)10.1038/s41467-023-41974-4
N/A
1.2DataRank · unranked
29 citations

Tianhao Li, Yifan Yang, Gregory Holste, Ying Ding, Sarah H. Van Tassel +7 more

An NLP approach to identify SDoH-related circumstance and suicide crisis from death investigation narratives

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad068
N/A
0.773DataRank · unranked
24 citations

Yifang Dang, Zhaoyi Sun, Ying Ding, Jyotishman Pathak, Cui Tao +3 more

PubMed knowledge graph 2.0: Connecting papers, patents, and clinical trials in biomedical science

Scientific Data(2025)10.1038/s41597-025-05343-8
Top 41%
0.466DataRank
Top 41%16 citations

Chao Yu, Jiawei Xu, Vetle I. Torvik, Jaewoo Kang, Min Song +4 more

Cell Maps for Artificial Intelligence: AI-Ready Maps of Human Cell Architecture from Disease-Relevant Cell Lines

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.05.21.589311
Top 42%
0.442DataRank
Top 42%13 citations

Jillian Mohan, Leah V. Schaffer, Kirsten Obernier, Sadnan Al Manir, Christopher Churas +28 more

How Does Pruning Impact Long-Tailed Multi-label Medical Image Classifiers?

Lecture notes in computer science(2023)10.1007/978-3-031-43904-9_64
N/A
0.360DataRank · unranked
10 citations

Ziyu Jiang, Ajay Jaiswal, Maria Hanna, Shlomo Minkowitz, Alan C. Legasto +10 more

Contrastive learning improves critical event prediction in COVID-19 patients

Patterns(2021)10.1016/j.patter.2021.100389
N/A
0.292DataRank · unranked
6 citations

Hossein Honarvar, Suraj K. Jaladanki, Chengxi Zang, Nidhi Naik, Sulaiman Somani +13 more

SBDH-Reader: a large language model-powered method for extracting social and behavioral determinants of health from clinical notes

Journal of the American Medical Informatics Association(2025)10.1093/jamia/ocaf124
N/A
0.269DataRank · unranked
5 citations

Lesi He, Awais Naeem, Pui Man Chan, Asim Mohamed, Hafsa Khalil +12 more

Thought Graph: Generating Thought Process for Biological Reasoning

arXiv (Cornell University)(2024)10.1145/3589335.3651572
N/A
0.241DataRank · unranked
4 citations

Kyle Cox, Jiawei Xu, Zhen Tan, Tianhua Zhai, Mengzhou Hu +5 more

An empirical study of using radiology reports and images to improve intensive care unit mortality prediction

JAMIA Open(2024)10.1093/jamiaopen/ooae137
N/A
0.188DataRank · unranked
2 citations

Song Wang, Ying Ding, Lihui Zhao, Fei Wang, Yifan Peng +1 more

CancerGPT: Few-shot Drug Pair Synergy Prediction using Large Pre-trained Language Models

arXiv (Cornell University)(2023)10.48550/arxiv.2304.10946
N/A
0.165DataRank · unranked
2 citations

Sandesh Shetty, Advaith Kamath, Ajay Jaiswal, Xianqian Jiang, Ying Ding +2 more

Decoding Patterns of Data Generation Teams for Clinical and Scientific Success: Insights from the Bridge2AI Talent Knowledge Graph

(2024)10.1145/3677389.3702535
Top 78%
0.104DataRank
Top 78%1 citations

Qingnan Xie, Meijun Liu, Zhandos Sembay, Swathi Thaker, Pamela Payne‐Foster +3 more

A multi-stage large language model framework for extracting suicide-related social determinants of health

Communications Medicine(2025)10.1038/s43856-025-01114-z
N/A
0DataRank · unranked
0 citations

Yishu Wei, Haotian Ma, Max Lovitt, Kelly Deng, Yuan Meng +8 more

Evaluating large language models on medical evidence summarization

npj Digital Medicine(2023)10.1038/s41746-023-00896-7
N/A
0DataRank · unranked
372 citations

Zhaoyi Sun, Betina Idnay, Jordan G. Nestor, Ali Soroush, Pierre Elias +7 more

Using Explainable AI to Understand Team Formation and Team Impact

Proceedings of the Association for Information Science and Technology(2023)10.1002/pra2.804
N/A
0DataRank · unranked
3 citations

Maytal Saar‐Tsechansky, Min Song, Ying Ding, Huimin Xu

Evaluating Large Language Models on Medical Evidence Summarization

medRxiv(2023)10.1101/2023.04.22.23288967
N/A
0DataRank · unranked
40 citations

Zhaoyi Sun, Betina Idnay, Jordan G. Nestor, Ali Soroush, Pierre Elias +7 more

CancerGPT for few shot drug pair synergy prediction using large pretrained language models

npj Digital Medicine(2024)10.1038/s41746-024-01024-9
N/A
0DataRank · unranked
110 citations

Sandesh Shetty, Advaith Kamath, Ajay Jaiswal, Xiaoqian Jiang, Ying Ding +2 more

Computational drug repositioning identifies niclosamide and tribromsalan as inhibitors of Mycobacterium tuberculosis and Mycobacterium abscessus

Tuberculosis(2024)10.1016/j.tube.2024.102500
N/A
0DataRank · unranked
5 citations

Aaron Goff, David Wild, Ying Ding, Ayano Annis, Randy Kerber +10 more

Analyzing Social Factors to Enhance Suicide Prevention Across Population Groups

PubMed(2024)10.1109/ichi61247.2024.00032
N/A
0DataRank · unranked
0 citations

Song Wang, Zewei Wang, Yuhan Zhang, Yunyu Xiao, Jyotishman Pathak +6 more

PubMed knowledge graph 2.0: Connecting papers, patents, and clinical trials in biomedical science

arXiv (Cornell University)(2024)10.48550/arxiv.2410.07969
Top 100%
0DataRank
Top 100%0 citations

Chao Yu, Jiawei Xu, Vetle I. Torvik, Jaewoo Kang, Mujeen Sung +4 more

Integrating Social Determinants of Health into Knowledge Graphs: Evaluating Prediction Bias and Fairness in Healthcare

PubMed(2024)10.48550/arxiv.2412.00245
N/A
0DataRank · unranked
0 citations

Weiqing He, Tianlong Chen, Ying Ding, Huanmei Wu, Kaixiong Zhou +2 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

Thought Graph: Balancing Specificity and Uncertainty in LLM-Based Gene Set Annotation

(2025)10.1109/ichi64645.2025.00060
N/A
0DataRank · unranked
0 citations

Gang Qu, Chi-Yang Hsu, Jiawei Xu, Yingtong Zhou, Zhen Tan +6 more

Relational Learning Improves Prediction of Mortality in COVID-19 in the Intensive Care Unit

IEEE Transactions on Big Data(2020)10.1109/tbdata.2020.3048644
N/A
0DataRank · unranked
17 citations

Akhil Vaid, Jessica K. De Freitas, Sulaiman Somani, Riccardo Miotto, Girish N. Nadkarni +4 more