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Shu-Hui Chen

Chang Gung University - Chang Gung Memorial Hospital

No.199, Tunghwa Rd

Taipei

Taiwan

  • Chang Gung University - Chang Gung Memorial Hospital

SCHOLARLY PAPERS

3

DOWNLOADS

161

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Pre-Trained Large Language Models Outperform Conventional Statistics and Machine Learning Forecasting Patient Visits in the Emergency Departments: A Multicenter Study

Number of pages: 30 Posted: 10 Apr 2025
YICHANG YEN, Chin Wu, Shu-Hui Chen and Kuan-Fu Chen
Chang Gung University, Chang Gung University - Chang Gung Memorial Hospital, Chang Gung University - Chang Gung Memorial Hospital and Chang Gung University - Clinical Informatics and Medical Statistics Research Center
Downloads 69 (883,195)

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ED visits, time series analysis, Prophet, Long Short-Term Memory, SARIMAX, pre-trained LLM

2.

Substance Use Disorders and Mental Health Problems among Adolescents Exposed to Early-Life Poverty: Patterns and Factors from the Children and Youth Cohort Study (TDCYP)

Number of pages: 20 Posted: 03 Oct 2025
Chang-Hsien Yeh, Shu-Hui Chen, Shu-Hui Chen, Shih-Wei Lin and Hao-Chun Lu
Chang Gung University, Chang Gung University - Chang Gung Memorial Hospital, Chang Gung University - Chang Gung Memorial Hospital, Department of Information Management and National Chiao Tung University
Downloads 65 (951,658)

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early-life poverty, adolescent health, substance use disorders (SUD), mental health problems, psychosocial risk factors, cohort study, health inequalities

3.

Adolescent Health Inequalities in Substance-Related Risk among Adolescents Exposed to Early-Life Poverty: Psychosocial and Mental Health Signals to Support School-Linked Prioritisation Using the Taiwan Database of Children and Youth in Poverty

Number of pages: 28 Posted: 02 May 2026
Chang-Hsien Yeh, Shu-Hui Chen, Shu-Hui Chen, Shih-Wei Lin and Hao-Chun Lu
Chang Gung University, Chang Gung University - Chang Gung Memorial Hospital, Chang Gung University - Chang Gung Memorial Hospital, Department of Information Management and National Chiao Tung University
Downloads 27 (1,372,601)

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early-life poverty, adolescent health inequalities, psychosocial risk factors, peer drug exposure, mental health problems, substance use disorders, school-linked triage