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Cheng‐Heng Liu

Biographic Data

ID9556401
NAMECheng‐Heng Liu
GIVEN NAMESCheng‐Heng
FAMILY NAMELiu
SIGNATURELIU C H
AFFILIATIONSDepartment of Medical Education, National Taiwan University Hospital
VERIFIEDNo
TOTAL WORKS3
TOTAL CITATIONS0
WORKS AS AUTHOR3
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2021
LATEST PUBLICATION YEAR2026
H-INDEX0
  • Development and validation of a GPT-based rater for assessing communication skills using the Gap-Kalamazoo Communication Skills Assessment Form

    Yu-Jeng Ju, Yi-Ching Wang et al.•ARTICLE•Medical Teacher•2026

    This study developed a generative pre-trained transformer (GPT)-based rater to assess communication skills using the Gap-Kalamazoo Communication Skills Assessment Form (GKCSAF), and examined its inter-rater reliability and concurrent validity. The GPT rater assessed 80 therapist-patient interaction transcripts previously assessed by human raters. For inter-rater reliability, at the total-score level, the GPT rater's assessments showed acceptable …

  • Is ultrasound training sustainable? A systematic review of competency retention in healthcare trainees

    Open Access•Liang‐Wei Wang, Cheng‐Heng Liu et al.•ARTICLE•Medical Education•2025

  • Old theory, new application

    Open Access•Cheng‐Heng Liu, Cheng-Heng Liu et al.•ARTICLE•Medical Education•2021

No prominent works on this page.

  • Old theory, new application

    Open Access•Cheng‐Heng Liu, Cheng-Heng Liu et al.•ARTICLE•Medical Education•2021

  • Is ultrasound training sustainable? A systematic review of competency retention in healthcare trainees

    Open Access•Liang‐Wei Wang, Cheng‐Heng Liu et al.•ARTICLE•Medical Education•2025

  • Development and validation of a GPT-based rater for assessing communication skills using the Gap-Kalamazoo Communication Skills Assessment Form

    Yu-Jeng Ju, Yi-Ching Wang et al.•ARTICLE•Medical Teacher•2026

    This study developed a generative pre-trained transformer (GPT)-based rater to assess communication skills using the Gap-Kalamazoo Communication Skills Assessment Form (GKCSAF), and examined its inter-rater reliability and concurrent validity. The GPT rater assessed 80 therapist-patient interaction transcripts previously assessed by human raters. For inter-rater reliability, at the total-score level, the GPT rater's assessments showed acceptable …

Innovations in Medical Education (2 works) · Medical education (2 works) · Medicine (2 works) · Christian ministry (1 work) · Citation (1 work) · Communication in Education and Healthcare (1 work) · Communication skills (1 work) · Computer Science (1 work) · Debriefing (1 work) · Developmental psychology (1 work)

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