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Hua Xu, PhD

he/him/his
Robert T. McCluskey Professor of Biomedical Informatics and Data Science
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Additional Titles

Vice Chair for Research and Development, Department of Biomedical Informatics and Data Science

Assistant Dean for Biomedical Informatics, Yale School of Medicine

Contact Info

Biomedical Informatics & Data Science

100 College St

New Haven, Connecticut 06510

United States

About

Titles

Robert T. McCluskey Professor of Biomedical Informatics and Data Science

Vice Chair for Research and Development, Department of Biomedical Informatics and Data Science; Assistant Dean for Biomedical Informatics, Yale School of Medicine

Biography

Dr. Hua Xu is a well-known researcher in clinical natural language processing (NLP). He has developed novel algorithms for important clinical NLP tasks such as entity recognition and relation extraction, which have been top ranked in over a dozen of international biomedical NLP challenges. His lab has developed CLAMP, a comprehensive clinical NLP toolkit that has been successfully commercialized and used by hundreds of healthcare organizations. Moreover, he has led multiple national/international initiatives (e.g., Chair of the NLP working group at Observational Health Data Sciences and Informatics - OHDSI program) to apply developed NLP technologies to diverse clinical and translational studies, thus greatly accelerating clinical evidence generation using electronic health records data. Recently, he also utilizes NLP to harmonize metadata of biomedical digital objects (e.g., indexing millions of biomedical datasets to make them findable), with the goal to promote FAIR principles in biomedicine. Currently Dr. Xu's lab is actively working on developing large language models for diverse biomedical applications. See more information about Dr. Xu's lab here.

Appointments

Education & Training

PhD
Columbia University, Biomedical Informatics
MS
New Jersey Institute of Technology, Computer Science
BS
Nanjing University, Biochemistry

Research

Overview

Medical Subject Headings (MeSH)

Natural Language Processing

Research at a Glance

Yale Co-Authors

Frequent collaborators of Hua Xu's published research.

Publications

2024

Get In Touch

Contacts

Mailing Address

Biomedical Informatics & Data Science

100 College St

New Haven, Connecticut 06510

United States

Administrative Support