Sunyang Fu

Also affiliated with The University of Texas Health Science Center, The University of Texas Health Science Center at Houston

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 5%percentile

0.484Author 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 →

The highest-impact dataset this researcher has shared, ranked by DataRank — the single contribution doing the most to lift their data-sharing standing.

Impact of Diverse Data Sources on Computational Phenotyping

Frontiers in Genetics(2020)10.3389/fgene.2020.00556

Top 39%

0.484DataRank

Top 39%10 citations

Janet E. Olson, Suzette J. Bielinski, Jennifer L. St. Sauver, Sunyang Fu, Huan He +5 more

Papers

Driven by 60 papers — median percentile 30. Top paper: “A generalist vision–language foundation model for diverse biomedical tasks”.

A generalist vision–language foundation model for diverse biomedical tasks

Nature Medicine(2024)10.1038/s41591-024-03185-2

N/A

0.819DataRank · unranked

234 citations

Rong Zhou, Eashan Adhikarla, Zhiling Yan, Yixin Liu, Jun Yu +18 more

Clinical concept extraction: A methodology review

Journal of Biomedical Informatics(2020)10.1016/j.jbi.2020.103526

N/A

0.780DataRank · unranked

180 citations

David Chen, Huan He, Sijia Liu, Sungrim Moon, Kevin J. Peterson +8 more

Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO)

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad096

N/A

0.713DataRank · unranked

25 citations

Fang Li, Xinyue Hu, Vipina K. Keloth, Meng Zhang, Sunyang Fu +9 more

An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)

Journal of the American Medical Informatics Association(2023)10.1093/jamia/ocad134

N/A

0.494DataRank · unranked

26 citations

Andrew Wen, Liwei Wang, Huan He, Sunyang Fu, Robert Miller +23 more

Impact of Diverse Data Sources on Computational Phenotyping

Frontiers in Genetics(2020)10.3389/fgene.2020.00556

Top 39%

0.484DataRank

Top 39%10 citations

Janet E. Olson, Suzette J. Bielinski, Jennifer L. St. Sauver, Sunyang Fu, Huan He +5 more

An aberration detection-based approach for sentinel syndromic surveillance of COVID-19 and other novel influenza-like illnesses

Journal of Biomedical Informatics(2020)10.1016/j.jbi.2020.103660

N/A

0.457DataRank · unranked

20 citations

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

FedFSA: Hybrid and federated framework for functional status ascertainment across institutions

Journal of Biomedical Informatics(2024)10.1016/j.jbi.2024.104623

N/A

0.416DataRank · unranked

15 citations

Heling Jia, Maria Vassilaki, Vipina K. Keloth, Yifang Dang, Yujia Zhou +13 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

Development of Parkinson Disease and Its Relationship with Incidentally Discovered White Matter Disease and Covert Brain Infarction in a Real‐World Cohort

Annals of Neurology(2022)10.1002/ana.26458

N/A

0.345DataRank · unranked

9 citations

Lester Y. Leung, Eric J. Puttock, Andy Wang, Patrick H. Luetmer, David F. Kallmes +8 more

Automatic uncovering of patient primary concerns in portal messages using a fusion framework of pretrained language models

Journal of the American Medical Informatics Association(2024)10.1093/jamia/ocae144

N/A

0.330DataRank · unranked

8 citations

Yuqi Wu, Jungwei Fan, Aditya Khurana, Sunyang Fu, Dezhi Wu +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

Crowd-sourced machine learning prediction of long COVID using data from the National COVID Cohort Collaborative

EBioMedicine(2024)10.1016/j.ebiom.2024.105333

N/A

0.241DataRank · unranked

4 citations

Johanna J. Loomba, Emily Pfaff, Fangfang Xia, Zixuan Zhao, Yitan Zhu +90 more

The IMPACT framework and implementation for accessible in silico clinical phenotyping in the digital era

npj Digital Medicine(2023)10.1038/s41746-023-00878-9

N/A

0.208DataRank · unranked

3 citations

Huan He, Sunyang Fu, Sijia Liu, Kurt Miller, Liwei Wang +5 more

Acquisition of a Lexicon for Family History Information: Bidirectional Encoder Representations From Transformers–Assisted Sublanguage Analysis

JMIR Medical Informatics(2023)10.2196/48072

N/A

0.165DataRank · unranked

2 citations

Huan He, Andrew Wen, Sungrim Moon, Sunyang Fu, Kevin J. Peterson +5 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

Application of Claims-based Frailty Index to a Structured Electronic Health Record Data

The Journals of Gerontology Series A(2025)10.1093/gerona/glaf099

N/A

0.104DataRank · unranked

1 citations

Caroline Schaefer, Youngran Kim, Sunyang Fu, Chan Mi Park, Abhijeet Dhoble +4 more

INSIGHTFUL: insight generation through clinical annotation, analysis and modelling of suicide-related factors towards understanding and lifesaving

BMJ Digital Health & AI(2025)10.1136/bmjdhai-2025-000019

N/A

0.104DataRank · unranked

1 citations

Rodrigo M Vieira, Sunyang Fu, Yan Hu, Wanjing Wang, Andrew Wen +8 more

MedTator: A Serverless Web-based Tool for Corpus Annotation

2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)(2022)10.1109/ichi54592.2022.00099

N/A

0DataRank · unranked

1 citations

Sunyang Fu, Liwei Wang, Andrew Wen, Sijia Liu, Hongfang Liu +1 more

Association of Covert Cerebrovascular Disease Identified Using Natural Language Processing and Future Dementia

medRxiv(2022)10.1101/2022.02.09.22270682

N/A

0DataRank · unranked

0 citations

Lester Y. Leung, Yichen Zhou, Patrick H. Luetmer, David F. Kallmes, Jason Nelson +5 more

Development of Parkinson’s disease and its relationship with incidentally-discovered white matter disease and covert brain infarction in a real world cohort

medRxiv(2022)10.1101/2022.02.18.22271187

N/A

0DataRank · unranked

0 citations

Lester Y. Leung, Eric J. Puttock, Andy Wang, Patrick H. Luetmer, David F. Kallmes +7 more

Identification of delirium from real-world electronic health record clinical notes

Journal of Clinical and Translational Science(2023)10.1017/cts.2023.610

N/A

0DataRank · unranked

14 citations

Sunyang Fu, Sunghwan Sohn, Susan A. Weston, Chun‐An Fan, Janet E. Olson +6 more

Characterizing Performance Gaps of a Code-Based Dementia Algorithm in a Population-Based Cohort of Cognitive Aging

Journal of Alzheimer s Disease(2023)10.3233/jad-230344

N/A

0DataRank · unranked

5 citations

Sunyang Fu, Luke R. Christenson, Muskan Garg, Ronald C. Petersen, Jennifer L. St. Sauver +2 more

An Integrated Voice Recognition and Natural Language Processing Platform to Automatically Extract Thoracolumbar Injury Classification Score Features From Radiology Reports

World Neurosurgery(2023)10.1016/j.wneu.2023.12.065

N/A

0DataRank · unranked

4 citations

Chiduziem Onyedimma, Ryan Jarrah, Sufyan Ibrahim, Sunyang Fu, Hongfang Liu +2 more

Assessing document section heterogeneity across multiple electronic health record systems for computational phenotyping: A case study of heart-failure phenotyping algorithm

PLoS ONE(2023)10.1371/journal.pone.0283800

N/A

0DataRank · unranked

2 citations

Sijia Liu, Bhavani Singh Agnikula Kshatriya, Sunyang Fu, Ethan D. Moser, Suzette J. Bielinski +3 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

Harnessing Transfer Learning for Dementia Prediction: Leveraging Sex-Different Mild Cognitive Impairment Prognosis

PubMed(2023)10.1109/bibm58861.2023.10385516

N/A

0DataRank · unranked

5 citations

Muskan Garg, Sunyang Fu, Surjodeep Sarkar, Maria Vassilaki, Ronald C. Petersen +3 more

Gender-based Language Differences in Letters of Recommendation

PubMed(2023)10.13140/rg.2.2.27431.62885

N/A

0DataRank · unranked

0 citations

Darren Q. Calley, Veronica A. Rasmussen, Marissa D. Hamilton, Christopher K. Lee, A A Kalla +2 more

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

Characterizing the progression from mild cognitive impairment to dementia: a network analysis of longitudinal clinical visits

BMC Medical Informatics and Decision Making(2024)10.1186/s12911-024-02711-z

N/A

0DataRank · unranked

6 citations

Sara Hejazi, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver +2 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

Mortality Outcomes in a Large Population with and without Covert Cerebrovascular Disease

Aging and Disease(2024)10.14336/ad.2024.0211

N/A

0DataRank · unranked

4 citations

Eric J. Puttock, Wansu Chen, William Whiteley, Ellen M. Vickery, Lester Y. Leung +7 more

Dementia Prediction in Older Adults Using Sex-Specific Health Trajectory Clustering

Studies in health technology and informatics(2024)10.3233/shti231085

N/A

0DataRank · unranked

0 citations

Muskan Garg, Sunyang Fu, Maria Vassilaki, Ronald C. Petersen, Jennifer L. St. Sauver +2 more

Statins are rarely prescribed for incidentally discovered covert cerebrovascular disease: a retrospective cohort in a large electronic health record (EHR) identified using natural language processing

BMJ Neurology Open(2024)10.1136/bmjno-2024-000855

N/A

0DataRank · unranked

0 citations

Eric J. Puttock, David F. Kallmes, Patrick H. Luetmer, Sunyang Fu, Chengyi Zheng +4 more

Representation is power: traditional, hybrid, and digital recruitment results from a non-randomized clinical trial engaging adolescents

npj Digital Medicine(2025)10.1038/s41746-025-01947-x

N/A

0DataRank · unranked

5 citations

Jessica Sinclair, Lisa J. Martin, Kristin Childers-Buschle, Holly Elder, Sunyang Fu +5 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

Context matching is not reasoning when performing generalized clinical evaluation of generative language models

npj Digital Medicine(2025)10.1038/s41746-025-02253-2

N/A

0DataRank · unranked

1 citations

Qiuhao Lu, Yu-Neng Chuang, G. C. Wang, Jiayi Yuan, Jiamu Zhang +10 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

Context Matching is not Reasoning: Assessing Generalized Evaluation of Generative Language Models in Clinical Settings

Research Square(2025)10.21203/rs.3.rs-7325383/v1

N/A

0DataRank · unranked

0 citations

Qiuhao Lu, Yu-Neng Chuang, Guanchu Wang, Jiayi Yuan, Jiamu Zhang +10 more

An open natural language processing (NLP) framework for EHR-based clinical research: a case demonstration using the National COVID Cohort Collaborative (N3C)

UNC Libraries(2025)10.17615/wb8c-t328

N/A

0DataRank · unranked

0 citations

Timothy Q. Duong, Hua Xu, Daniel R. Harris, Melissa A Haendel, Rafael Fuentes +23 more

An Informatics Framework for Accelerating Digital Health Technology Enabled Randomized Controlled Trial Candidate Guideline Item Development

10.2139/ssrn.5137601

N/A

0DataRank · unranked

0 citations

Dian Hu, Heling Jia, Shyang Hong Tan, Fang Chen, Zhongyu Zhang +9 more

Assessment of the impact of EHR heterogeneity for clinical research through a case study of silent brain infarction

BMC Medical Informatics and Decision Making(2020)10.1186/s12911-020-1072-9

N/A

0DataRank · unranked

56 citations

Lester Y. Leung, Anne-Olivia Raulli, David F. Kallmes, Kristin A. Kinsman, Kristoff Nelson +6 more

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

Natural Language Processing and Machine Learning for Identifying Incident Stroke From Electronic Health Records: Algorithm Development and Validation

Journal of Medical Internet Research(2021)10.2196/22951

N/A

0DataRank · unranked

35 citations

Sunyang Fu, Suzette J. Bielinski, Paul A. Decker, Alanna M. Chamberlain, Véronique L. Roger +3 more

MedTator: a serverless annotation tool for corpus development

Bioinformatics(2021)10.1093/bioinformatics/btab880

N/A

0DataRank · unranked

29 citations

Sunyang Fu, Liwei Wang, Sijia Liu, Andrew Wen, Hongfang Liu +1 more

Agreement between neuroimages and reports for natural language processing-based detection of silent brain infarcts and white matter disease

BMC Neurology(2021)10.1186/s12883-021-02221-9

N/A

0DataRank · unranked

18 citations

Sunyang Fu, Patrick H. Luetmer, David F. Kallmes, Neel Madan, Gene Weinstein +6 more

Patients’ Perspective About the Cost of Diabetes Management: An Analysis of Online Health Communities

Mayo Clinic Proceedings Innovations Quality & Outcomes(2021)10.1016/j.mayocpiqo.2021.07.003

N/A

0DataRank · unranked

18 citations

Nataly R. Espinoza Suárez, Freddy J.K. Toloza, Ariana S. Malaga Zuniga, Sarah McCarthy, Kasey R. Boehmer +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

Assessment of Electronic Health Record for Cancer Research and Patient Care Through a Scoping Review of Cancer Natural Language Processing

JCO Clinical Cancer Informatics(2022)10.1200/cci.22.00006

N/A

0DataRank · unranked

51 citations

Sunyang Fu, Andrew Wen, Xiaoyang Ruan, Huan He, Sijia Liu +9 more

A hybrid model to identify fall occurrence from electronic health records

International Journal of Medical Informatics(2022)10.1016/j.ijmedinf.2022.104736

N/A

0DataRank · unranked

42 citations

Bjoerg Thorsteinsdottir, Xin Zhang, Guilherme S. Lopes, Sandeep R. Pagali, Nathan K. LeBrasseur +7 more

External Validation of Natural Language Processing Algorithms to Extract Common Data Elements in THA Operative Notes

The Journal of Arthroplasty(2022)10.1016/j.arth.2022.10.031

N/A

0DataRank · unranked

26 citations

Sunyang Fu, Susan L. Odum, Taylor M. Rowe, Nahir A. Habet, Daniel J. Berry +5 more

Quality assessment of functional status documentation in EHRs across different healthcare institutions

Frontiers in Digital Health(2022)10.3389/fdgth.2022.958539

N/A

0DataRank · unranked

16 citations

Maria Vassilaki, Omar A. Ibrahim, Ronald C. Petersen, Sandeep R. Pagali, Jennifer L. St. Sauver +6 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

Multicenter Validation of Natural Language Processing Algorithms for the Detection of Common Data Elements in Operative Notes for Total Hip Arthroplasty: Algorithm Development and Validation

JMIR Medical Informatics(2022)10.2196/38155

N/A

0DataRank · unranked

8 citations

Sunyang Fu, Julie Kolis, Richard E. Hughes, Brian R. Hallstrom, Martha L. Carvour +4 more

Risk Factors for Silent Brain Infarcts and White Matter Disease in a Real-World Cohort Identified by Natural Language Processing

Mayo Clinic Proceedings(2022)10.1016/j.mayocp.2021.11.038

N/A

0DataRank · unranked

4 citations

Yichen Zhou, Sunyang Fu, Chengyi Zheng, Patrick H. Luetmer, David F. Kallmes +4 more

Detection of Dementia Signals from Longitudinal Clinical Visits Using One-Class Classification

2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)(2022)10.1109/ichi54592.2022.00040

N/A

0DataRank · unranked

5 citations

Sunyang Fu, Maria Vassilaki, Michelle M. Mielke, Jennifer L. St. Sauver, Ronald C. Petersen +2 more

Aspect-based Sentiment Analysis of Radiology Patient Experience Surveys: A Cohort Study

2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)(2022)10.1109/ichi54592.2022.00025

N/A

0DataRank · unranked

4 citations

Sunyang Fu, Kris Abah, Andrea Maraboto Escarria, Kevin Peterson, Hongfang Liu +4 more

Sunyang Fu

Indexed papers

Top data-sharing exemplar

Papers