Yonghui Wu

MedicineBiochemistry, 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

5.2Author 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 →

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

Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real-world data

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa245

Top 7%

3.3DataRank

Top 7%95 citations

Tianchen Lyu, Alexander Loiacono, Tonatiuh Mendoza Viramontes, Gloria Lipori, Yi Guo +7 more

Papers

Driven by 44 papers — median percentile 22. Top paper: “Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real-world data”.

Assessing the practice of data quality evaluation in a national clinical data research network through a systematic scoping review in the era of real-world data

Journal of the American Medical Informatics Association(2020)10.1093/jamia/ocaa245

Top 7%

3.3DataRank

Top 7%95 citations

Tianchen Lyu, Alexander Loiacono, Tonatiuh Mendoza Viramontes, Gloria Lipori, Yi Guo +7 more

Measurement of Semantic Textual Similarity in Clinical Texts: Comparison of Transformer-Based Models

JMIR Medical Informatics(2020)10.2196/19735

Top 12%

1.8DataRank

Top 12%59 citations

Xing He, Hansi Zhang, Yinghan Ma, Jiang Bian, Yonghui Wu +1 more

Medical foundation large language models for comprehensive text analysis and beyond

npj Digital Medicine(2025)10.1038/s41746-025-01533-1

N/A

1.7DataRank · unranked

61 citations

Qingyu Chen, Aokun Chen, Peng Cheng, Yan Hu, Fongci Lin +13 more

Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports of Lung Cancer Screening Patients Using Transformer Models

Journal of Healthcare Informatics Research(2024)10.1007/s41666-024-00166-5

N/A

0.531DataRank · unranked

10 citations

Xi Yang, Tianchen Lyu, James Huang, Aokun Chen, Xing He +6 more

Thyroid Ultrasound Appropriateness Identification Through Natural Language Processing of Electronic Health Records

Mayo Clinic Proceedings Digital Health(2024)10.1016/j.mcpdig.2024.01.001

N/A

0.312DataRank · unranked

7 citations

Danny Segura Torres, Jungwei Fan, Ricardo Loor-Torres, Mayra Duran, Misk Al Zahidy +8 more

Clinical Prediction Models for Hospital-Induced Delirium Using Structured and Unstructured Electronic Health Record Data: Protocol for a Development and Validation Study

JMIR Research Protocols(2023)10.2196/48521

N/A

0.292DataRank · unranked

6 citations

Kristen Shear, Urszula A Snigurska, Mattia Prosperi, Yonghui Wu, Tanja Magoč +3 more

Determining Thyroid Biopsy Appropriateness: A Retrospective Study Integrating Clinical Context and Ultrasound Features

The Journal of Clinical Endocrinology & Metabolism(2025)10.1210/clinem/dgaf577

N/A

0.169DataRank · unranked

1 citations

Gilberto Perez Rodriguez Garcia, Zhongyue Zhang, Arkaprava Roy, Yonghui Wu, Juan P. Brito +2 more

Developing an automated algorithm for identification of children and adolescents with diabetes using electronic health records from the OneFlorida + clinical research network

Diabetes Obesity and Metabolism(2024)10.1111/dom.15987

Top 78%

0.104DataRank

Top 78%1 citations

Eliot Spector, Khalid Alkhuzam, Rahul Patel, William T. Donahoo, Sarah Bost +18 more

COMPAC: COMputable Phenotype for Asthma in Children

Research Square(2025)10.21203/rs.3.rs-6370010/v1

N/A

0.104DataRank · unranked

1 citations

Jinqian Pan, David A. Fedele, Mengxian Lyu, Morgan Henson, Nolan Menze +8 more

Predictive Modeling for Suicide-Related Outcomes and Risk Factors among Patients with Pain Conditions: A Systematic Review

Journal of Clinical Medicine(2022)10.3390/jcm11164813

N/A

0DataRank · unranked

10 citations

Motomori O. Lewis, Yuhua Bao, Prakash Adekkanattu, Lauren Adkins, Samprit Banerjee +13 more

Procedural complications associated with invasive diagnostic procedures after lung cancer screening with low-dose computed tomography

Lung Cancer(2022)10.1016/j.lungcan.2021.12.020

N/A

0DataRank · unranked

8 citations

Ya‐Chen Tina Shih, Jinhai Huo, Hiren J. Mehta, Yonghui Wu, Ramzi G. Salloum +6 more

A Preliminary Study of Extracting Pulmonary Nodules and Nodule Characteristics from Radiology Reports Using Natural Language Processing

2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)(2022)10.1109/ichi54592.2022.00125

N/A

0DataRank · unranked

2 citations

Xi Yang, Tianchen Lyu, Xing He, Dejana Braithwaite, Hiren J. Mehta +4 more

Artificial Intelligence in Thyroidology: A Narrative Review of the Current Applications, Associated Challenges, and Future Directions

Thyroid(2023)10.1089/thy.2023.0132

N/A

0DataRank · unranked

74 citations

Ricardo Loor-Torres, Mayra Durán, Jungwei Fan, Naykky Singh Ospina, Yonghui Wu +2 more

Leveraging natural language processing to identify eligible lung cancer screening patients with the electronic health record

International Journal of Medical Informatics(2023)10.1016/j.ijmedinf.2023.105136

N/A

0DataRank · unranked

27 citations

Allison B. McCoy, Melinda C. Aldrich, Kim L. Sandler, Thomas S. Reese, Bryan D. Steitz +5 more

Enriching Real-world Data with Social Determinants of Health for Health Outcomes and Health Equity: Successes, Challenges, and Opportunities

Yearbook of Medical Informatics(2023)10.1055/s-0043-1768732

N/A

0DataRank · unranked

26 citations

Emily Pfaff, Serena Jingchuan Guo, Yi Guo, Yonghui Wu, Cui Tao +3 more

Heterogeneous treatment effects of metformin on risk of dementia in patients with type 2 diabetes: A longitudinal observational study

Alzheimer s & Dementia(2023)10.1002/alz.13480

N/A

0DataRank · unranked

21 citations

Jingchuan Guo, C. Elizabeth Shaaban, Feng Zheng, Yonghui Wu, Tanja Magoč +5 more

Lung Cancer Screening Adherence Among People with HIV Treated at an Integrated Health System in Florida

AIDS Research and Human Retroviruses(2023)10.1089/aid.2022.0158

N/A

0DataRank · unranked

6 citations

Shuang Yang, Matthew B. Schabath, Susan T. Vadaparampil, Xiwei Lou, Yonghui Wu +3 more

Extracting Thyroid Nodules Characteristics from Ultrasound Reports Using Transformer-based Natural Language Processing Methods

PubMed(2023)10.48550/arxiv.2304.00115

N/A

0DataRank · unranked

7 citations

Zehao Yu, Daniel Paredes, Elio Paul Monsour, Andrea Ortiz Rocha, Juan P. Brito +3 more

Identification of Outcome-Oriented Progression Subtypes from Mild Cognitive Impairment to Alzheimer’s Disease Using Electronic Health Records

medRxiv(2023)10.1101/2023.07.27.23293270

N/A

0DataRank · unranked

7 citations

Rui Yin, Yu Huang, Hannah Gao, Yonghui Wu, Jingchuan Guo +6 more

Identification of important factors in an inpatient fall risk prediction model to improve the quality of care using EHR and electronic administrative data: A machine-learning approach

International Journal of Medical Informatics(2020)10.1016/j.ijmedinf.2020.104272

N/A

0DataRank · unranked

96 citations

Mattia Prosperi, Ragnhildur I. Bjarnadóttir, Jaime Thomas, Marsha Crane, Zhaoyi Chen +7 more

Design and development of a machine-learning-driven opioid overdose risk prediction tool integrated in electronic health records in primary care settings

Bioelectronic Medicine(2024)10.1186/s42234-024-00156-3

N/A

0DataRank · unranked

9 citations

Debbie L. Wilson, Julie Diiulio, Bradley R. Hall, Laura G. Militello, Walid F. Gellad +15 more

A Systematic Review of Natural Language Processing Methods and Applications in Thyroidology

Mayo Clinic Proceedings Digital Health(2024)10.1016/j.mcpdig.2024.03.007

N/A

0DataRank · unranked

16 citations

Mayra Durán, David Toro-Tobón, Maria Mateo Chavez, Oscar J. Ponce, Cristian Soto Jacome +10 more

Use of Natural Language Processing to Extract and Classify Papillary Thyroid Cancer Features From Surgical Pathology Reports

Endocrine Practice(2024)10.1016/j.eprac.2024.08.008

N/A

0DataRank · unranked

8 citations

Yuqi Wu, Esteban Cabezas, Mariana Borras-Osorio, David Toro-Tobón, Mayra Duran +8 more

Develop and validate a computable phenotype for the identification of Alzheimer's disease patients using electronic health record data

Alzheimer s & Dementia Diagnosis Assessment & Disease Monitoring(2024)10.1002/dad2.12613

N/A

0DataRank · unranked

2 citations

Ruoqi Wei, Yu Huang, Zhaoyi Chen, Tianchen Lyu, Sarah Bost +16 more

Me-LLaMA: Foundation Large Language Models for Medical Applications

Research Square(2024)10.21203/rs.3.rs-4240043/v1

N/A

0DataRank · unranked

55 citations

Qingyu Chen, Aokun Chen, Peng Cheng, Yan Hu, Fongci Lin +11 more

Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing

PubMed(2024)10.1109/ichi61247.2024.00046

N/A

0DataRank · unranked

1 citations

Daniel Paredes, Zehao Yu, Xiwei Lou, Roberta Brunson, Jamie N. Thomas +11 more

Use of natural language processing to extract and classify papillary thyroid cancer features from surgical pathology reports

arXiv (Cornell University)(2024)10.48550/arxiv.2406.00015

N/A

0DataRank · unranked

0 citations

Yuqi Wu, Esteban Cabezas, Mariana Borras Osorio, David Toro-Tobón, Mayra Duran +8 more

Patient and nodule characteristics associated with adherence to lung cancer screening in a large integrated healthcare system

Scientific Reports(2025)10.1038/s41598-025-15053-1

N/A

0DataRank · unranked

1 citations

Muxuan Liang, Hiren J. Mehta, Ramzi G. Salloum, Dejana Braithwaite, Yonghui Wu +7 more

Development and Validation of a Machine Learning–Based Screening Algorithm to Predict High-Risk Hepatitis C Infection

Open Forum Infectious Diseases(2025)10.1093/ofid/ofaf496

N/A

0DataRank · unranked

1 citations

Wei‐Hsuan Lo‐Ciganic, Pilar Hernandez‐Con, Chanakan Jenjai, James L. Huang, Ashley Stultz +12 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

AutoRADP: An Interpretable Deep Learning Framework to Predict Rapid Progression for Alzheimer’s Disease and Related Dementias Using Electronic Health Records

medRxiv(2025)10.1101/2025.04.06.25325337

N/A

0DataRank · unranked

0 citations

Weimin Meng, Pei Zhuang, Stephen Anton, Yonghui Wu, Rui Yin +1 more

Leveraging undecided cases in chart-reviewed phenotypes to enhance EHR-based association studies

Journal of Biomedical Informatics(2025)10.1016/j.jbi.2025.104839

N/A

0DataRank · unranked

0 citations

Dazheng Zhang, Zehao Yu, Hua Xu, Jiang Bian, Yonghui Wu +3 more

LabQAR: A Manually Curated Dataset for Question Answering on Laboratory Test Reference Ranges and Interpretation

medRxiv(2025)10.1101/2025.06.03.25328882

Top 100%

0DataRank

Top 100%0 citations

Qiao Jin, Angelique Deville, Yonghui Wu, Karim Hanna, ZHIYONG LU +2 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

Enriching Real-world Data with Social Determinants of Health for Health Outcomes and Health Equity: Successes, Challenges, and Opportunities

UNC Libraries(2025)10.17615/qpzf-d940

N/A

0DataRank · unranked

0 citations

Yonghui Wu, Cui Tao, Zhe He, Emily Pfaff, Jiang Bian +3 more

Identifying Symptoms of Delirium from Clinical Narratives Using Natural Language Processing

arXiv (Cornell University)(2023)10.48550/arxiv.2304.00111

N/A

0DataRank · unranked

1 citations

Daniel Paredes, Zehao Yu, Xiwei Lou, Roberta Brunson, Jamie N. Thomas +11 more

Extracting Family History of Patients From Clinical Narratives: Exploring an End-to-End Solution With Deep Learning Models

JMIR Medical Informatics(2020)10.2196/22982

N/A

0DataRank · unranked

28 citations

Hansi Zhang, Xing He, Jiang Bian, Yonghui Wu, Xi Yang

Developing and Validating a Computable Phenotype for the Identification of Transgender and Gender Nonconforming Individuals and Subgroups

medRxiv(2020)10.1101/2020.08.04.20168161

N/A

0DataRank · unranked

14 citations

Xing He, Tianchen Lyu, Hansi Zhang, Yonghui Wu, Xi Yang +9 more

Mining Twitter to Assess the Determinants of Health Behavior towards Palliative Care in the United States

medRxiv(2020)10.1101/2020.03.26.20038372

N/A

0DataRank · unranked

7 citations

Hansi Zhang, Jinhai Huo, Yi Guo, Yonghui Wu, Mattia Prosperi +2 more

Cardiotoxicity associated with immune checkpoint inhibitors: A retrospective analysis of patients at an academic tertiary care center

Research Square(2020)10.21203/rs.3.rs-50662/v1

N/A

0DataRank · unranked

1 citations

Michael G. Fradley, David L. DeRemer, Ahmad Ahmad, Chintan Shah, Taimour Langaee +7 more

Cardiotoxicity associated with immune checkpoint inhibitors: A retrospective analysis of patients at an academic tertiary care center

Research Square(2020)10.21203/rs.3.rs-50662/v2

N/A

0DataRank · unranked

0 citations

Michael G. Fradley, David L. DeRemer, Ahmad Ahmad, Chintan Shah, Taimour Langaee +7 more

Extracting social determinants of health from electronic health records using natural language processing: a systematic review

Journal of the American Medical Informatics Association(2021)10.1093/jamia/ocab170

N/A

0DataRank · unranked

240 citations

Mohit Sharma, Veer Vekaria, Prakash Adekkanattu, Olga V. Patterson, Benjamin Scott Glicksberg +17 more

Assess the documentation of cognitive tests and biomarkers in electronic health records via natural language processing for Alzheimer’s disease and related dementias

International Journal of Medical Informatics(2022)10.1016/j.ijmedinf.2022.104973

N/A

0DataRank · unranked

21 citations

Hansi Zhang, Xi Yang, Songzi Wu, Xing He, Jie Xu +12 more

Syndromic Surveillance Systems for Mass Gatherings: A Scoping Review

International Journal of Environmental Research and Public Health(2022)10.3390/ijerph19084673

N/A

0DataRank · unranked

13 citations

Yahan Zhang, Yi Guo, Sarah Bost, Xi Yang, Mattia Prosperi +4 more

Yonghui Wu

Indexed papers

Top data-sharing exemplar

Papers