Sunyang Fu

Assistant Professor

The University of Texas Health Science Center at Houston

United States

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Articles (15)

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2024

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2024

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2024

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2022

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2022

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2022

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2022

Collaborators (11)

Fang Li

Assistant Professor

The University of Texas Health Science Center at Houston

UNITED STATES

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Christopher Chute

Bloomberg Distinguished Professor of Health Informatics

Johns Hopkins University School of Medicine

UNITED STATES

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Martha Carvour

University of Iowa Healthcare

UNITED STATES

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V.G.Vinod Vydiswaran

Associate Professor

University of Michigan

UNITED STATES

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Peter Leese

University of North Carolina

UNITED STATES

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Sunghwan Sohn

Associate Professor

Mayo Clinic Rochester

UNITED STATES

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Muhammad Amith

Assistant Professor

University of Texas Medical Branch at Galveston

UNITED STATES

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Karthik Natarajan

Columbia University Irving Medical Center

UNITED STATES

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Mei Liu

Associate Professor

University of Florida

UNITED STATES

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Daniel Harris

Associate Professor

University of Kentucky

UNITED STATES

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Brian Richard Hallstrom

University of Michigan

UNITED STATES

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Sunyang Fu

Research Interests

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Articles (15)

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

Considerations for Quality Control Monitoring of Machine Learning Models in Clinical Practice

A taxonomy for advancing systematic error analysis in multi-site electronic health record-based clinical concept extraction

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

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

Recommended practices and ethical considerations for natural language processing‐assisted observational research: A scoping review

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

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

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

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

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

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

Computational drug repurposing based on electronic health records: a scoping review

A hybrid model to identify fall occurrence from electronic health records

Collaborators (11)

Fang Li

Christopher Chute

Martha Carvour

V.G.Vinod Vydiswaran

Peter Leese

Sunghwan Sohn

Muhammad Amith

Karthik Natarajan

Mei Liu

Daniel Harris

Brian Richard Hallstrom

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