Yanshan Wang

Assistant Professor and Vice Chair of Research

University of Pittsburgh

United States

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Articles (16)

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2024

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2020

Collaborators (8)

Steven Bedrick

Associate Professor

Oregon Health & Science University

UNITED STATES

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William Hersh

Professor

Oregon Health & Science University

UNITED STATES

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Gary Legault

Uniformed Services University of the Health Sciences

UNITED STATES

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Yufei Huang

Professor

UNITED STATES

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Allyn M Bove

University of Pittsburgh

UNITED STATES

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Bradley Malin

Vanderbilt University Medical Center

UNITED STATES

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David Chen

Clinical Assistant Professor

Cleveland Clinic

UNITED STATES

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Ozlem Uzuner

Associate Professor

George Mason University

UNITED STATES

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Yanshan Wang

Research Interests

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Articles (16)

Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study

Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness

An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study

Foundation metrics for evaluating effectiveness of healthcare conversations powered by generative AI

Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks: Algorithm Development and Validation Study

Adopting and expanding ethical principles for generative artificial intelligence from military to healthcare

Fair patient model: Mitigating bias in the patient representation learned from the electronic health records

Patient Portal Messaging for Asynchronous Virtual Care During the COVID-19 Pandemic: Retrospective Analysis

Social and Behavioral Determinants of Health in the Era of Artificial Intelligence with Electronic Health Records: A Scoping Review

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

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

Using weak supervision and deep learning to classify clinical notes for identification of current suicidal ideation

Clinical concept extraction: A methodology review

Implementation of a Cohort Retrieval System for Clinical Data Repositories Using the Observational Medical Outcomes Partnership Common Data Model: Proof-of-Concept System Validation

Characterizing chronic pain episodes in clinical text at two health care systems: Comprehensive annotation and corpus analysis

Evaluation of patient-level retrieval from electronic health record data for a cohort discovery task

Collaborators (8)

Steven Bedrick

William Hersh

Gary Legault

Yufei Huang

Allyn M Bove

Bradley Malin

David Chen

Ozlem Uzuner

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