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Jinli Liu

Biographic Data

ID7007414
NAMEJinli Liu
GIVEN NAMESJinli
FAMILY NAMELiu
SIGNATURELIU J
AFFILIATIONSWuhan University
ORCID0000-0002-8508-3284
VERIFIEDYes
TOTAL WORKS7
TOTAL CITATIONS0
WORKS AS AUTHOR7
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2020
LATEST PUBLICATION YEAR2026
H-INDEX0
  • Explainable AI-driven hybrid modeling for crash severity analysis near bus stops in urban areas

    Open Access•Swastika Barua, Rohit Chakraborty et al.•ARTICLE•International Journal of Urban…•2026

    Crashes near bus stops in urban areas present critical safety risks for pedestrians and vehicle occupants, especially in high-traffic areas with frequent transit activity. This study investigates crash severity patterns near Texas bus stops from 2017 to 2023 using a hybrid explainable AI framework. XGBoost and Random Forest models were applied, as part of feature selection process, to identify key contributing factors, which were subsequently use…

  • Toward safer micromobility

    Open Access•Jinli Liu, Swastika Barua et al.•ARTICLE•Cities•2026

  • The impact of modifiable social determinants on tuberculosis incidence

    Open Access•Hualin Jiang, Tianhua Zhang et al.•ARTICLE•BMC Public Health•2026

    Addressing social determinants is critical to achieving the End TB Strategy targets. However, the impact of tuberculosis (TB) programmatic indicators amenable to short-term interventions on TB incidence remains underexplored. We aimed to identify modifiable social determinants and evaluate their impact on TB incidence in different risk-specific areas. We compiled individual-level surveillance data on reported pulmonary TB (PTB) cases and county-l…

  • Prevalence and associated factors with low birth weight among human immunodeficiency virus exposed infants between 2004 and 2021 in Hubei, China

    Open Access•Jinli Liu, Songjie Wu et al.•ARTICLE•BMC Public Health•2025

    The significantly increased LBW rate in our study indicated that specific attention should be paid to HIV-exposed infants in China. More importantly, our study identified significant factors that can predict the risk of LBW. Interventions targeting these risk factors may prevent LBW among pregnant women living with HIV in future research and prenatal care

  • Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990–2021

    Open Access•Michael Brauer, Gregory A Roth et al.•ARTICLE•The Lancet•2024

    BACKGROUND: Understanding the health consequences associated with exposure to risk factors is necessary to inform public health policy and practice. To systematically quantify the contributions of risk factor exposures to specific health outcomes, the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 aims to provide comprehensive estimates of exposure levels, relative health risks, and attributable burden of disease for 88 ri…

  • Covid-19 Vaccination Willingness Among People Living With HIV in Wuhan, China

    Open Access•Songjie Wu, Fangzhao Ming et al.•ARTICLE•Frontiers in Public Health•2022

    Vaccination is essential to controlling the pandemic of coronavirus disease 2019 (COVID-19). People living with HIV (PLWH) were considered more vulnerable to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection compared with the general population. Therefore, it is urgent to protect PLWH from SARS-CoV-2 infection. For PLWH, vaccine hesitancy could be more common and may compromise vaccine coverage. Our study aimed to investi…

  • Trends in the incidence of diabetes mellitus

    Open Access•Jinli Liu, Zhen-Hu Ren et al.•ARTICLE•BMC Public Health•2020

    Both the number of incident cases and ASIR of diabetes mellitus increased significantly during 1990-2017 worldwide, but the temporal trends varied markedly across regions and countries

No prominent works on this page.

  • Trends in the incidence of diabetes mellitus

    Open Access•Jinli Liu, Zhen-Hu Ren et al.•ARTICLE•BMC Public Health•2020

    Both the number of incident cases and ASIR of diabetes mellitus increased significantly during 1990-2017 worldwide, but the temporal trends varied markedly across regions and countries

  • Covid-19 Vaccination Willingness Among People Living With HIV in Wuhan, China

    Open Access•Songjie Wu, Fangzhao Ming et al.•ARTICLE•Frontiers in Public Health•2022

    Vaccination is essential to controlling the pandemic of coronavirus disease 2019 (COVID-19). People living with HIV (PLWH) were considered more vulnerable to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) infection compared with the general population. Therefore, it is urgent to protect PLWH from SARS-CoV-2 infection. For PLWH, vaccine hesitancy could be more common and may compromise vaccine coverage. Our study aimed to investi…

  • Global burden and strength of evidence for 88 risk factors in 204 countries and 811 subnational locations, 1990–2021

    Open Access•Michael Brauer, Gregory A Roth et al.•ARTICLE•The Lancet•2024

    BACKGROUND: Understanding the health consequences associated with exposure to risk factors is necessary to inform public health policy and practice. To systematically quantify the contributions of risk factor exposures to specific health outcomes, the Global Burden of Diseases, Injuries, and Risk Factors Study (GBD) 2021 aims to provide comprehensive estimates of exposure levels, relative health risks, and attributable burden of disease for 88 ri…

  • Prevalence and associated factors with low birth weight among human immunodeficiency virus exposed infants between 2004 and 2021 in Hubei, China

    Open Access•Jinli Liu, Songjie Wu et al.•ARTICLE•BMC Public Health•2025

    The significantly increased LBW rate in our study indicated that specific attention should be paid to HIV-exposed infants in China. More importantly, our study identified significant factors that can predict the risk of LBW. Interventions targeting these risk factors may prevent LBW among pregnant women living with HIV in future research and prenatal care

  • Explainable AI-driven hybrid modeling for crash severity analysis near bus stops in urban areas

    Open Access•Swastika Barua, Rohit Chakraborty et al.•ARTICLE•International Journal of Urban…•2026

    Crashes near bus stops in urban areas present critical safety risks for pedestrians and vehicle occupants, especially in high-traffic areas with frequent transit activity. This study investigates crash severity patterns near Texas bus stops from 2017 to 2023 using a hybrid explainable AI framework. XGBoost and Random Forest models were applied, as part of feature selection process, to identify key contributing factors, which were subsequently use…

  • Toward safer micromobility

    Open Access•Jinli Liu, Swastika Barua et al.•ARTICLE•Cities•2026

  • The impact of modifiable social determinants on tuberculosis incidence

    Open Access•Hualin Jiang, Tianhua Zhang et al.•ARTICLE•BMC Public Health•2026

    Addressing social determinants is critical to achieving the End TB Strategy targets. However, the impact of tuberculosis (TB) programmatic indicators amenable to short-term interventions on TB incidence remains underexplored. We aimed to identify modifiable social determinants and evaluate their impact on TB incidence in different risk-specific areas. We compiled individual-level surveillance data on reported pulmonary TB (PTB) cases and county-l…

Medicine (4 works) · Demography (3 works) · Disease (3 works) · Environmental health (3 works) · Internal Medicine (3 works) · Pathology (3 works) · Population (3 works) · Biostatistics (2 works) · Crash (2 works) · Demography (2 works)

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