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Sunyang Fu

Assistant Professor

The University of Texas Health Science Center at Houston

United States

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Research Interests

Health Communication

60%

Epidemiology

50%

Clinical Application

50%

Clinical Informatics

40%

Machine Learning In Healthcare

40%

Electronic Health Record

30%

Medical Statistics

20%

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Articles15

A Case Demonstration of the Open Health Natural Language Processing Toolkit From the National COVID-19 Cohort Collaborative and the Researching COVID to Enhance Recovery Programs for a Natural Language Processing System for COVID-19 or Postacute Sequelae of SARS CoV-2 Infection: Algorithm Development and Validation

Article Link

Year:

2024

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

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Year:

2024

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

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Year:

2024

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

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Year:

2024

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

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Year:

2024

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

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Year:

2023

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

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Year:

2023

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

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Year:

2023

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

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Year:

2023

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

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Year:

2023

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

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Year:

2023

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

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Year:

2022

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

Article Link

Year:

2022

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

Article Link

Year:

2022

A hybrid model to identify fall occurrence from electronic health records

Article Link

Year:

2022

Collaborators11

Fang Li

Assistant Professor

The University of Texas Health Science Center at Houston

UNITED STATES

Christopher Chute

Bloomberg Distinguished Professor of Health Informatics

Johns Hopkins University School of Medicine

UNITED STATES

Martha Carvour

University of Iowa Healthcare

UNITED STATES

V.G.Vinod Vydiswaran

Associate Professor

University of Michigan

UNITED STATES

Peter Leese

University of North Carolina

UNITED STATES

Sunghwan Sohn

Associate Professor

Mayo Clinic Rochester

UNITED STATES

Muhammad Amith

Assistant Professor

University of Texas Medical Branch at Galveston

UNITED STATES

Karthik Natarajan

Columbia University Irving Medical Center

UNITED STATES

Mei Liu

Associate Professor

University of Florida

UNITED STATES

Daniel Harris

Associate Professor

University of Kentucky

UNITED STATES

Brian Richard Hallstrom

University of Michigan

UNITED STATES

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