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Jinglan Liu

Biographic Data

ID7911200
NAMEJinglan Liu
GIVEN NAMESJinglan
FAMILY NAMELiu
SIGNATURELIU J
AFFILIATIONSBeijing Forestry University
ORCID0000-0001-5761-8598
VERIFIEDYes
TOTAL WORKS5
TOTAL CITATIONS0
WORKS AS AUTHOR5
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2021
LATEST PUBLICATION YEAR2026
H-INDEX0
  • Electronic health record-derived care-exposure burden and central line-associated bloodstream infection among critically ill adults

    Open Access•Na Li, Jiali Huang et al.•ARTICLE•Frontiers in Public Health•2026

    Background: Central line-associated bloodstream infection (CLABSI) remains a clinically important healthcare-associated infection in intensive care units. Routinely collected electronic health record (EHR) data may capture patient-level care-process complexity not reflected by conventional catheter-related variables alone. Objective: To examine whether an EHR-derived care-exposure burden score was associated with adjudicated CLABSI or CLABSI-like…

  • Motivation for birding tourism and its relationship with travel and twitching behaviour

    Open Access•Christoph Randler, Yuqi Liu et al.•ARTICLE•Tourism Recreation Research•2026

    Birding (birdwatching) is a fast-growing leisure activity that, when involving travel, becomes avitourism. This study develops and validates a comprehensive motivation scale for avitourism by integrating existing birding motivation research with tourism motivation frameworks, especially novelty seeking and learning. We developed a 39-item motivation scale (refined to 34 items) and collected data via an online survey (405 Chinese birders). Eight m…

  • Artificial intelligence-driven prediction and interpretation of central line-associated bloodstream infections in ICU

    Open Access•Yang He, Jiali Huang et al.•ARTICLE•Frontiers in Public Health•2025

    Objective: To develop and internally validate interpretable machine learning (ML) models for predicting individual central line-associated bloodstream infection (CLABSI) risk in adult ICU patients with central venous catheters (CVCs) using the MIMIC-IV database. Methods: We conducted a retrospective observational cohort study using the MIMIC-IV database. Adult ICU patients with both central venous catheter placement and blood culture evaluation w…

  • How Perceived Sensory Dimensions of Forest Park Are Associated with Stress Restoration in Beijing

    Open Access•Congying An, Jinglan Liu et al.•ARTICLE•International Journal of…•2022

    A growing number of studies suggest that the perceived sensory dimensions (PSDs) of green space are associated with stress restoration offered by restorative environment. However, there is little known about PSDs and stress restoration as well as their relationship to forest park. To fill this gap, an on-site questionnaire survey was conducted in three forest parks in Beijing, as a result of which a total number of 432 completed responses were co…

  • The Relationship between the Restorative Perception of the Environment and the Physiological and Psychological Effects of Different Types of Forests on University Students

    Open Access•Qiaohui Liu, Xiaoping Wang et al.•ARTICLE•International Journal of…•2021

    Short-term exposure to a forest environment is beneficial to human physiological and psychological health. However, there is little known about the relationship between the restorative perception of environment and physiological and psychological restoration achieved by experiencing the forest environment. This study evaluated the relationship between the restorative perception of different types of forests and human physiological and psychologic…

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  • The Relationship between the Restorative Perception of the Environment and the Physiological and Psychological Effects of Different Types of Forests on University Students

    Open Access•Qiaohui Liu, Xiaoping Wang et al.•ARTICLE•International Journal of…•2021

    Short-term exposure to a forest environment is beneficial to human physiological and psychological health. However, there is little known about the relationship between the restorative perception of environment and physiological and psychological restoration achieved by experiencing the forest environment. This study evaluated the relationship between the restorative perception of different types of forests and human physiological and psychologic…

  • How Perceived Sensory Dimensions of Forest Park Are Associated with Stress Restoration in Beijing

    Open Access•Congying An, Jinglan Liu et al.•ARTICLE•International Journal of…•2022

    A growing number of studies suggest that the perceived sensory dimensions (PSDs) of green space are associated with stress restoration offered by restorative environment. However, there is little known about PSDs and stress restoration as well as their relationship to forest park. To fill this gap, an on-site questionnaire survey was conducted in three forest parks in Beijing, as a result of which a total number of 432 completed responses were co…

  • Artificial intelligence-driven prediction and interpretation of central line-associated bloodstream infections in ICU

    Open Access•Yang He, Jiali Huang et al.•ARTICLE•Frontiers in Public Health•2025

    Objective: To develop and internally validate interpretable machine learning (ML) models for predicting individual central line-associated bloodstream infection (CLABSI) risk in adult ICU patients with central venous catheters (CVCs) using the MIMIC-IV database. Methods: We conducted a retrospective observational cohort study using the MIMIC-IV database. Adult ICU patients with both central venous catheter placement and blood culture evaluation w…

  • Electronic health record-derived care-exposure burden and central line-associated bloodstream infection among critically ill adults

    Open Access•Na Li, Jiali Huang et al.•ARTICLE•Frontiers in Public Health•2026

    Background: Central line-associated bloodstream infection (CLABSI) remains a clinically important healthcare-associated infection in intensive care units. Routinely collected electronic health record (EHR) data may capture patient-level care-process complexity not reflected by conventional catheter-related variables alone. Objective: To examine whether an EHR-derived care-exposure burden score was associated with adjudicated CLABSI or CLABSI-like…

  • Motivation for birding tourism and its relationship with travel and twitching behaviour

    Open Access•Christoph Randler, Yuqi Liu et al.•ARTICLE•Tourism Recreation Research•2026

    Birding (birdwatching) is a fast-growing leisure activity that, when involving travel, becomes avitourism. This study develops and validates a comprehensive motivation scale for avitourism by integrating existing birding motivation research with tourism motivation frameworks, especially novelty seeking and learning. We developed a 39-item motivation scale (refined to 34 items) and collected data via an online survey (405 Chinese birders). Eight m…

Central Venous Catheters and Hemodialysis (2 works) · Nosocomial Infections in ICU (2 works) · Psychology (2 works) · Surgical site infection prevention (2 works) · Urban Green Space and Health (2 works) · Animal and Plant Science Education (1 work) · Beijing (1 work) · Biology (1 work) · Bloodstream infection (1 work) · Central venous catheter (1 work)

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