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

Hong Yu

UMass Memorial Health Care

ORCID: 0000-0001-9263-5035

Also affiliated with University of Massachusetts Lowell, Amherst College, University of Derby, University of Massachusetts Amherst, Bedford VA Research Corporation, VA New England Healthcare System

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
0.528Author DataRank

Indexed papers

2in 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 2 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.

ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection

PubMed(2024)10.18653/v1/2024.naacl-long.244
Top 51%
0.348DataRank
Top 51%6 citations

Xun Wang, Weisong Liu, Emily Druhl, Minhee Sung, Joel I. Reisman +5 more

Papers

Driven by 20 papers — median percentile 42. Top paper: “ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection”.

ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection

PubMed(2024)10.18653/v1/2024.naacl-long.244
Top 51%
0.348DataRank
Top 51%6 citations

Xun Wang, Weisong Liu, Emily Druhl, Minhee Sung, Joel I. Reisman +5 more

ODD: A Benchmark Dataset for the Natural Language Processing based Opioid Related Aberrant Behavior Detection

arXiv (Cornell University)(2023)10.48550/arxiv.2307.02591
Top 66%
0.180DataRank
Top 66%2 citations

Xun Wang, Weisong Liu, Emily Druhl, Minhee Sung, Joel I. Reisman +5 more

Calibrating Structured Output Predictors for Natural Language Processing

PubMed(2020)10.18653/v1/2020.acl-main.188
N/A
0DataRank · unranked
22 citations

Hong Yu, Abhyuday Jagannatha

Dynamic Data Selection for Curriculum Learning via Ability Estimation

PubMed(2020)10.18653/v1/2020.findings-emnlp.48
N/A
0DataRank · unranked
16 citations

Hong Yu, John P. Lalor

Risk Factors Associated With Nonfatal Opioid Overdose Leading to Intensive Care Unit Admission: A Cross-sectional Study

JMIR Medical Informatics(2021)10.2196/32851
N/A
0DataRank · unranked
33 citations

Hiba Ahsan, Wenjun Li, Weisong Liu, Robert D. Kerns, Jack Tsai +4 more

Relation Classification for Bleeding Events From Electronic Health Records Using Deep Learning Systems: An Empirical Study

JMIR Medical Informatics(2021)10.2196/27527
N/A
0DataRank · unranked
24 citations

Bhanu Pratap Singh Rawat, David D. McManus, Hong Yu, Avijit Mitra

Evaluating the Effectiveness of NoteAid in a Community Hospital Setting: Randomized Trial of Electronic Health Record Note Comprehension Interventions With Patients

Journal of Medical Internet Research(2021)10.2196/26354
N/A
0DataRank · unranked
7 citations

Wen Hu, Matthew Tran, Hao Wu, Kathleen M. Mazor, Hong Yu +1 more

Knowledge Injected Prompt Based Fine-tuning for Multi-label Few-shot ICD Coding

PubMed(2022)10.18653/v1/2022.findings-emnlp.127
N/A
0DataRank · unranked
34 citations

Shufan Wang, Bhanu Pratap Singh Rawat, Avijit Mitra, Hong Yu, ZhiChao Yang

MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score

PubMed(2022)10.18653/v1/2022.emnlp-main.805
N/A
0DataRank · unranked
13 citations

Zonghai Yao, H Jordan, David A. Levy, Brian D. Corner, Hong Yu +1 more

TransformEHR: transformer-based encoder-decoder generative model to enhance prediction of disease outcomes using electronic health records

Nature Communications(2023)10.1038/s41467-023-43715-z
N/A
0DataRank · unranked
135 citations

Avijit Mitra, Weisong Liu, Dan R. Berlowitz, Hong Yu, ZhiChao Yang

Associations Between Natural Language Processing–Enriched Social Determinants of Health and Suicide Death Among US Veterans

JAMA Network Open(2023)10.1001/jamanetworkopen.2023.3079
N/A
0DataRank · unranked
56 citations

Richeek Pradhan, Rachel Melamed, Kun Chen, David C. Hoaglin, Katherine L. Tucker +6 more

Intentional Self-Harm Among US Veterans With Traumatic Brain Injury or Posttraumatic Stress Disorder: Retrospective Cohort Study From 2008 to 2017

JMIR Public Health and Surveillance(2023)10.2196/42803
N/A
0DataRank · unranked
14 citations

Joel I. Reisman, Terri K. Pogoda, Weisong Liu, Subendhu Rongali, Robert H. Aseltine +6 more

Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data

arXiv (Cornell University)(2023)10.48550/arxiv.2307.14385
N/A
0DataRank · unranked
59 citations

Bingsheng Yao, Yuanzhe Dong, Saadia Gabriel, Hong Yu, James Hendler +4 more

Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data

PubMed(2023)10.18653/v1/2023.findings-emnlp.474
N/A
0DataRank · unranked
26 citations

Xun Wang, Hong Yu, Rumeng Li

PaniniQA: Enhancing Patient Education Through Interactive Question Answering

arXiv (Cornell University)(2023)10.48550/arxiv.2308.03253
N/A
0DataRank · unranked
0 citations

Zonghai Yao, Fei Liu, Dakuo Wang, M.H. Reilly, Huixue Zhou +7 more

Mental-LLM

Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies(2024)10.1145/3643540
N/A
0DataRank · unranked
185 citations

Bingsheng Yao, Yuanzhe Dong, Saadia Gabriel, Hong Yu, James Hendler +4 more

Unveiling GPT-4V's hidden challenges behind high accuracy on USMLE questions: Observational Study

Journal of Medical Internet Research(2025)10.2196/65146
N/A
0DataRank · unranked
32 citations

Zonghai Yao, Mahbuba Tasmin, Parth Vashisht, Won Seok Jang, Feiyun Ouyang +5 more

Learning Latent Space Representations to Predict Patient Outcomes: Model Development and Validation

Journal of Medical Internet Research(2020)10.2196/16374
N/A
0DataRank · unranked
27 citations

Adam J. Rose, David D. McManus, Adarsha Bajracharya, Alok Kapoor, Edgard Granillo +2 more

Improving Rare and Common ICD Coding via a Multi-Agent LLM-Based Approach

(2025)10.1145/3746252.3760894
N/A
0DataRank · unranked
0 citations

Xun Wang, Hong Yu, Rumeng Li

MetaMT, a Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation

Proceedings of the AAAI Conference on Artificial Intelligence(2020)10.1609/aaai.v34i05.6339
N/A
0DataRank · unranked
34 citations

Xun Wang, Hong Yu, Rumeng Li