Junrong Liu

Biographic Data

ID7771275
NAMEJunrong Liu
GIVEN NAMESJunrong
FAMILY NAMELiu
SIGNATURELIU J
AFFILIATIONSGuangzhou Medical University
ORCID0000-0002-3466-8485
VERIFIEDYes
TOTAL WORKS2
TOTAL CITATIONS0
WORKS AS AUTHOR2
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2023
LATEST PUBLICATION YEAR2024
H-INDEX0

  • Exploring the medical decision-making patterns and influencing factors among the general Chinese public

    Open AccessYuWen Lyu, Qian Xu et al.ARTICLEBMC Public Health2024

    This study elucidates the complex interplay of socio-cultural and individual determinants shaping medical decision-making in China. The findings reveal a marked inclination towards collaborative models, closely linked to educational level, marital status, and specific insurance types, reflecting an evolving trend towards participatory healthcare. Simultaneously, the persistence of unilateral models, influenced by gender, religious beliefs, and oc…

  • Prediction of patient choice tendency in medical decision-making based on machine learning algorithm

    Open AccessYuWen Lyu, Qian Xu et al.ARTICLEFrontiers in Public Health2023

    Objective: Machine learning (ML) algorithms, as an early branch of artificial intelligence technology, can effectively simulate human behavior by training on data from the training set. Machine learning algorithms were used in this study to predict patient choice tendencies in medical decision-making. Its goal was to help physicians understand patient preferences and to serve as a resource for the development of decision-making schemes in clinica…