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Zhongheng Zhang

Jinan University · CN
Area of research
Epidemiology · Pulmonary and Respiratory Medicine
Research interest
Research focused on Citation and Calibration, with related work in Predictive analytics, Artificial intelligence, Marginal structural model. Notable publications include 'A bibliometric analysis using VOSviewer of publications on COVID-19', 'Mechanical power normalized to predicted body weight as a predictor of mortality in patients with acute respiratory distress syndrome', and 'Overview of model validation for survival regression model with competing risks using melanoma study data'.
h-index
citations
1,629
works
28
NIH funding
primary concept
email

Recent publications

Deriving consensus sepsis clusters via goal-directed subgroup identification in multi-omics study
Nature Communications 2025cited by 3position: firstdoi
Global and regional burden of 34 key pathogens in the elderly population in 2021: A systematic analysis of the global burden of disease study 2021
Ageing Research Reviews 2025cited by 1position: middledoi
Chinese experts’ consensus on the application of intensive care big data
Frontiers in Medicine 2024cited by 9position: middledoi
Editorial: Clinical application of artificial intelligence in emergency and critical care medicine, volume IV
Frontiers in Medicine 2024cited by 4position: middledoi
Illness severity assessment of older adults in critical illness using machine learning (ELDER-ICU): an international multicentre study with subgroup bias evaluation
The Lancet Digital Health 2023cited by 54position: middledoi
The application of artificial intelligence in the management of sepsis
Medical Review 2023cited by 38position: lastdoi
Exploring disease axes as an alternative to distinct clusters for characterizing sepsis heterogeneity
Intensive Care Medicine 2023cited by 28position: firstdoi
Causal inference with marginal structural modeling for longitudinal data in laparoscopic surgery: A technical note
Laparoscopic Endoscopic and Robotic Surgery 2022cited by 52position: firstdoi
Effectiveness of automated alerting system compared to usual care for the management of sepsis
npj Digital Medicine 2022cited by 52position: firstdoi
Actively implementing an evidence-based feeding guideline for critically ill patients (NEED): a multicenter, cluster-randomized, controlled trial
Critical Care 2022cited by 46position: middledoi
Integrated Single Cell and Bulk RNA-Seq Analysis Revealed Immunomodulatory Effects of Ulinastatin in Sepsis: A Multicenter Cohort Study
Frontiers in Immunology 2022cited by 17position: lastdoi
Correction to: Actively implementing an evidence-based feeding guideline for critically ill patients (NEED): a multicenter, cluster-randomized, controlled trial
Critical Care 2022cited by 2position: middledoi
Development and Validation of a Practical Model to Identify Patients at Risk of Bleeding After TAVR
JACC: Cardiovascular Interventions 2021cited by 57position: middledoi
Individualized resuscitation strategy for septic shock formalized by finite mixture modeling and dynamic treatment regimen
Critical Care 2021cited by 54position: lastdoi
Artificial Intelligence Applications for COVID-19 in Intensive Care and Emergency Settings: A Systematic Review
International Journal of Environmental Research and Public Health 2021cited by 39position: middledoi
Effectiveness of anisodamine for the treatment of critically ill patients with septic shock: a multicentre randomized controlled trial
Critical Care 2021cited by 26position: lastdoi
Active Implementation of an Evidence-Based Nutrition Guideline for Critically Ill Patients Versus Standard Care: A Cluster Randomised, Multicentre, Controlled Trial
SSRN Electronic Journal 2021cited by 0position: middledoi
A bibliometric analysis using VOSviewer of publications on COVID-19
Annals of Translational Medicine 2020cited by 544position: middledoi
Clinical characteristics and treatment of critically ill patients with COVID-19 in Hebei
Annals of Palliative Medicine 2020cited by 18position: middledoi
Clinical characteristics and current treatment of critically ill patients with COVID-19 outside Wuhan, China: a multicenter, retrospective, observational study
Research Square (Research Square) 2020cited by 3position: middledoi
Clinical Characteristics and Current Treatment of Critically Ill Patients with COVID-19 Outside Wuhan, China: A Multicenter, Retrospective, Observational Study
SSRN Electronic Journal 2020cited by 3position: middledoi
Mechanical power normalized to predicted body weight as a predictor of mortality in patients with acute respiratory distress syndrome
Intensive Care Medicine 2019cited by 179position: firstdoi
Overview of model validation for survival regression model with competing risks using melanoma study data
Annals of Translational Medicine 2018cited by 120position: firstdoi
Artificial intelligence in emergency medicine
Journal of Emergency and Critical Care Medicine 2018cited by 62position: middledoi
Enteral nutrition feeding in Chinese intensive care units: a cross-sectional study involving 116 hospitals
Critical Care 2018cited by 46position: middledoi
The Society for Translational Medicine: clinical practice guidelines for the postoperative management of chest tube for patients undergoing lobectomy
Journal of Thoracic Disease 2017cited by 58position: middledoi
The Society for Translational Medicine: clinical practice guidelines for mechanical ventilation management for patients undergoing lobectomy
Journal of Thoracic Disease 2017cited by 26position: middledoi
Scalable Predictive Analysis in Critically Ill Patients Using a Visual Open Data Analysis Platform
PLoS ONE 2016cited by 65position: middledoi
Use of the PiCCO system in critically ill patients with septic shock and acute respiratory distress syndrome: a study protocol for a randomized controlled trial
Trials 2013cited by 27position: firstdoi

Grants

No grants ingested yet.

Frequent collaborators

Yucai Hong · Wenzhou Medical University7 papers (2019–2023)Lin Chen · Anhui Medical University5 papers (2021–2023)Leo Anthony Celi · Harvard University4 papers (2016–2023)Yuhong Chen · Chinese Academy of Medical Sciences & Peking Union Medical College3 papers (2020–2020)Guijun Zhu · Hebei Medical University3 papers (2020–2020)Xixin Yan · Hebei Medical University3 papers (2020–2020)Jiajie Huang · Guangxi University3 papers (2022–2023)Gensheng Zhang · Ministry of Education of the People's Republic of China2 papers (2022–2025) · 2 papers (2021–2022)Ping Xu · New York Medical College2 papers (2022–2022)Zhigang Cai · Hebei Medical University2 papers (2020–2020)Lixia Liu · Hebei Medical University2 papers (2020–2020)Mengling Feng · National University of Singapore2 papers (2023–2023)Cheng Zhu · Shanghai Jiao Tong University2 papers (2020–2021)Andrew Fu Wah Ho · National University of Singapore2 papers (2018–2021)Yuetian Yu · Renji Hospital2 papers (2020–2021)Marcus Eng Hock Ong · Ministry of Health2 papers (2018–2021)Kai Zhang · Runze (China)1 papers (2025–2025)Jinhua Wang · University of Minnesota1 papers (2022–2022)Yujie Li · Chemical Synthesis Lab1 papers (2020–2020)