Skip to main content

ETHNOS_APP

Home • Search • Journals • List 0

Xingzhu Liu

Biographic Data

ID3930285
NAMEXingzhu Liu
GIVEN NAMESXingzhu
FAMILY NAMELiu
SIGNATURELIU X
AFFILIATIONSShandong First Medical University
ORCID0000-0003-4423-7328
VERIFIEDYes
TOTAL WORKS6
TOTAL CITATIONS45
AUTHOR COUNT6
EDITOR COUNT0
FIRST PUBLICATION YEAR1995
LATEST PUBLICATION YEAR2025
H-INDEX3
  • Predictive model for neonatal HBV infection risk in infants of HBV-infected mothers in China: An observational study

    Open Access•Xingzhu Liu, Chuxiong Gong et al.•ARTICLE•Frontiers in Public Health•2025

    Objective: In China, vertical transmission is the primary route of hepatitis B virus (HBV) transmission from mothers to their children. This study aimed to develop a predictive model for assessing the risk of HBV infection in newborns born to mothers with HBV infection. Additionally, the model was validated across subgroups based on child stage, gender, and race to facilitate the early identification of high-risk newborns and the development of p…

  • Building a diagnostic prediction model for severe Mycoplasma pneumoniae pneumonia in children using machine learning

    Open Access•Chuxiong Gong, Helang Yue et al.•ARTICLE•Frontiers in Public Health•2025

    Objective: pneumonia (MPP) has shown a global pandemic trend. The increasing incidence of severe MPP (SMPP) leads to complications and even deaths, severely impacting prognosis and quality of life. Our study aimed to use machine learning to construct an early diagnostic model for severe MPP in children. It supports early prediction, prevention, and individualized precise treatment of SMPP. Methods: We collected medical records from 372 MPP cases.…

  • Policy tools for allocative efficiency of health services

    Xingzhu Liu•BOOK•Policy tools for allocative…•2003

    This study is a result of trying to answer for the WHO the question, "Are there any policy tools that have been shown to improve the allocative efficiency of health care provision?" It does not simply tell policy-makers which tools to take up, but rather how to determine which ones are more likely to be feasible and effective, given particular circumstances of political and administrative capacity, knowledge on the part of both providers and cons…

  • Financing reforms of public health services in China: Lessons for Other Nations

    Open Access•Xingzhu Liu, Antonia Mills et al.•ARTICLE•Social Science & Medicine•2002•Cited by: 11•References: 2

  • Transformation of China's rural health care financing

    Open Access•Yuanli Liu, William C Hsiao et al.•ARTICLE•Social Science & Medicine•1995•Cited by: 17•References: 5

  • The cost escalation of social health insurance plans in China: Its implication for public policy

    Open Access•Xingzhu Liu, William C Hsiao et al.•ARTICLE•Social Science & Medicine•1995•Cited by: 17

  • Transformation of China's rural health care financing

    Open Access•Yuanli Liu, William C Hsiao et al.•ARTICLE•Social Science & Medicine•1995•Cited by: 17•References: 5

  • The cost escalation of social health insurance plans in China: Its implication for public policy

    Open Access•Xingzhu Liu, William C Hsiao et al.•ARTICLE•Social Science & Medicine•1995•Cited by: 17

  • Financing reforms of public health services in China: Lessons for Other Nations

    Open Access•Xingzhu Liu, Antonia Mills et al.•ARTICLE•Social Science & Medicine•2002•Cited by: 11•References: 2

  • Transformation of China's rural health care financing

    Open Access•Yuanli Liu, William C Hsiao et al.•ARTICLE•Social Science & Medicine•1995•Cited by: 17•References: 5

  • The cost escalation of social health insurance plans in China: Its implication for public policy

    Open Access•Xingzhu Liu, William C Hsiao et al.•ARTICLE•Social Science & Medicine•1995•Cited by: 17

  • Financing reforms of public health services in China: Lessons for Other Nations

    Open Access•Xingzhu Liu, Antonia Mills et al.•ARTICLE•Social Science & Medicine•2002•Cited by: 11•References: 2

  • Policy tools for allocative efficiency of health services

    Xingzhu Liu•BOOK•Policy tools for allocative…•2003

    This study is a result of trying to answer for the WHO the question, "Are there any policy tools that have been shown to improve the allocative efficiency of health care provision?" It does not simply tell policy-makers which tools to take up, but rather how to determine which ones are more likely to be feasible and effective, given particular circumstances of political and administrative capacity, knowledge on the part of both providers and cons…

  • Predictive model for neonatal HBV infection risk in infants of HBV-infected mothers in China: An observational study

    Open Access•Xingzhu Liu, Chuxiong Gong et al.•ARTICLE•Frontiers in Public Health•2025

    Objective: In China, vertical transmission is the primary route of hepatitis B virus (HBV) transmission from mothers to their children. This study aimed to develop a predictive model for assessing the risk of HBV infection in newborns born to mothers with HBV infection. Additionally, the model was validated across subgroups based on child stage, gender, and race to facilitate the early identification of high-risk newborns and the development of p…

  • Building a diagnostic prediction model for severe Mycoplasma pneumoniae pneumonia in children using machine learning

    Open Access•Chuxiong Gong, Helang Yue et al.•ARTICLE•Frontiers in Public Health•2025

    Objective: pneumonia (MPP) has shown a global pandemic trend. The increasing incidence of severe MPP (SMPP) leads to complications and even deaths, severely impacting prognosis and quality of life. Our study aimed to use machine learning to construct an early diagnostic model for severe MPP in children. It supports early prediction, prevention, and individualized precise treatment of SMPP. Methods: We collected medical records from 372 MPP cases.…

China (4 works) · Economics (4 works) · Medicine (4 works) · Business (3 works) · Economic growth (3 works) · Healthcare Systems and Reforms (3 works) · Political science (3 works) · Public health (3 works) · Economic policy (2 works) · Finance (2 works)

Ethnos_APP • Open Source Project • MIT License • Frontend v2.0.0 • Privacy and Cookies • API Documentation: api.ethnos.app/docs • API Source Code: GitHub • DOI: 10.5281/zenodo.17049435 • Frontend Source Code: GitHub • DOI: 10.5281/zenodo.17050053 • cruz.rio.br • Expectantes Misericordiae