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Author Details

Zhongheng Zhang
Sir Run Run Shaw Hospital, Zhejiang University School of Medicine
2010
209
42
PMIDPaper TitleJournal TitlePublished Year
36690650Establishment of a Chinese critical care database from electronic healthcare records in a tertiary care medical center.Sci Data2023
37542106Development of a machine learning-based prediction model for sepsis-associated delirium in the intensive care unit.Sci Rep2023
37599147Illness severity assessment of older adults in critical illness using machine learning (ELDER-ICU): an international multicentre study with subgroup bias evaluation.Lancet Digit Health2023
37396921Editorial: Postoperative care: from pain management to delirium.Front Med (Lausanne)2023
36304125Single-cell transcriptome profiling reveals heterogeneous neutrophils with prognostic values in sepsis.iScience2022
35372245Critical Care Database Comprising Patients With Infection.Front Public Health2022
35854120Effectiveness of automated alerting system compared to usual care for the management of sepsis.NPJ Digit Med2022
35634310Integrated Single Cell and Bulk RNA-Seq Analysis Revealed Immunomodulatory Effects of Ulinastatin in Sepsis: A Multicenter Cohort Study.Front Immunol2022
35860741Identifying Novel Clusters of Patients With Prolonged Mechanical Ventilation Using Trajectories of Rapid Shallow Breathing Index.Front Med (Lausanne)2022
35715539The landscape of isoform switches in sepsis: a multicenter cohort study.Sci Rep2022
36600889Editorial: Clinical application of artificial intelligence in emergency and critical care medicine, volume III.Front Med (Lausanne)2022
34253228Individualized resuscitation strategy for septic shock formalized by finite mixture modeling and dynamic treatment regimen.Crit Care2021
33547290Electronic healthcare records and external outcome data for hospitalized patients with heart failure.Sci Data2021
33836375An interpretable 1D convolutional neural network for detecting patient-ventilator asynchrony in mechanical ventilation.Comput Methods Programs Biomed2021
33691453Dynamic programming for solving a simulated clinical scenario of sepsis resuscitation.Ann Palliat Med2021
34384069Assessment of respiratory system compliance under pressure control ventilation without an inspiratory pause maneuver.Physiol Meas2021
34579741Effectiveness of anisodamine for the treatment of critically ill patients with septic shock: a multicentre randomized controlled trial.Crit Care2021
34392691Prediction of extended period of vasopressor infusion requiring central venous catheterisation: A burning issue in critical care.Anaesth Intensive Care2021
34043699Latent transition analysis of cardiac arrest patients treated in the intensive care unit.PLoS One2021
34041461Individualized Mechanical power-based ventilation strategy for acute respiratory failure formalized by finite mixture modeling and dynamic treatment regimen.EClinicalMedicine2021
34204238Identifying Patient-Ventilator Asynchrony on a Small Dataset Using Image-Based Transfer Learning.Sensors (Basel)2021
32395487Clinical characteristics of Coronavirus Disease 2019 and development of a prediction model for prolonged hospital length of stay.Ann Transl Med2020
31836584Performance of the MEDS score in predicting mortality among emergency department patients with a suspected infection: a meta-analysis.Emerg Med J2020
32070393Defining persistent critical illness based on growth trajectories in patients with sepsis.Crit Care2020
33087760Individualized fluid administration for critically ill patients with sepsis with an interpretable dynamic treatment regimen model.Sci Rep2020
33032623Gene correlation network analysis to identify regulatory factors in sepsis.J Transl Med2020
33312774Cumulative oxygen deficit is a novel predictor for the timing of invasive mechanical ventilation in COVID-19 patients with respiratory distress.PeerJ2020
33339536Corticosteroid therapy in critically ill patients with COVID-19: a multicenter, retrospective study.Crit Care2020
33302940Five novel clinical phenotypes for critically ill patients with mechanical ventilation in intensive care units: a retrospective and multi database study.Respir Res2020
33185950Analytics with artificial intelligence to advance the treatment of acute respiratory distress syndrome.J Evid Based Med2020
33181462Deep learning-based clustering robustly identified two classes of sepsis with both prognostic and predictive values.EBioMedicine2020
32953279Identification of risk factors for mortality associated with COVID-19.PeerJ2020
32552872Prevalence and impact of acute renal impairment on COVID-19: a systematic review and meta-analysis.Crit Care2020
32471692The Role of Lung Ultrasound in the Assessment of Novel Coronavirus Pneumonia.J Cardiothorac Vasc Anesth2020
32536330Dexmedetomidine For The Treatment Of Acute Lung Injury: A Fact Or Fiction?J Invest Surg2020
30518642Prolonged length of stay in the emergency department and increased risk of hospital mortality in patients with sepsis requiring ICU admission.Emerg Med J2019
31807572Binary logistic regression modeling with TensorFlowâ¿¢.Ann Transl Med2019
31559832Machine learning method for the management of acute kidney injury: more than just treating biomarkers individually.Biomark Med2019
31356473Association Between the Use of Sodium Bicarbonate and Mortality in Acute Kidney Injury Using Marginal Structural Cox Model.Crit Care Med2019
31239303Healthcare processes of laboratory tests for the prediction of mortality in the intensive care unit: a retrospective study based on electronic healthcare records in the USA.BMJ Open2019
31465523Practice pattern of aerosol therapy among patients undergoing mechanical ventilation in mainland China: A web-based survey involving 447 hospitals.PLoS One2019
31576250Prediction model for patients with acute respiratory distress syndrome: use of a genetic algorithm to develop a neural network model.PeerJ2019
31541172Subphenotypes of Cardiac Arrest Patients Admitted to Intensive Care Unit: a latent profile analysis of a large critical care database.Sci Rep2019
31362958Protocol for a prospective observational study on the association of variables obtained by contrast-enhanced ultrasonography and sepsis-associated acute kidney injury.BMJ Open2019
30779718Declining Mortality in Patients With Acute Respiratory Distress Syndrome: An Analysis of the Acute Respiratory Distress Syndrome Network Trials.Crit Care Med2019
31157273Predictive analytics with gradient boosting in clinical medicine.Ann Transl Med2019
31062050Mechanical power normalized to predicted body weight as a predictor of mortality in patients with acute respiratory distress syndrome.Intensive Care Med2019
30788363Balance diagnostics after propensity score matching.Ann Transl Med2019
30961662Machine learning for the prediction of volume responsiveness in patients with oliguric acute kidney injury in critical care.Crit Care2019
30678693Bronchoalveolar lavage fluid dilution in ICU patients: what we should know and what we should do.Crit Care2019
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Collaborators

Yucai Hong
Sir Run Run Shaw Hospital, Zhejiang University School of Medicine
Co-authored papers 32
Kun Chen
Second Affiliated Hospital, Zhejiang University School of Medicine
Co-authored papers 17
Lin Chen
Affiliated Jinhua Hospital, Zhejiang University School of Medicine
Co-authored papers 17
Sven Van Poucke
University Hospital of Antwerp
Co-authored papers 10
Kwok M Ho
Royal Perth Hospital, The University of Western Australia
Co-authored papers 5
Leo Anthony Celi
Harvard T.H. Chan School of Public Health, MIT
Co-authored papers 4
Chiara Robba
IRCCS Ospedale Policlinico San Martino
Co-authored papers 2
Milan Vukicevic
University of Belgrade
Co-authored papers 2
Bin Du
Fujian Medical University Union Hospital
Co-authored papers 2
Zhi Mao
The First Medical Center, Chinese PLA General Hospital
Co-authored papers 2
Pietro Caironi
University of Turin
Co-authored papers 2
Nathan J Smischney
Mayo Clinic
Co-authored papers 2
Jianxing He
Guangzhou Medical University, First Hospital
Co-authored papers 2
Patrick M Honore
ICU Department Centre Hospitalier Universitaire Brugmann
Co-authored papers 2
Feihu Zhou
Chinese People's Liberation Army (PLA) General Hospital
Co-authored papers 1
Xiaoli Liu
Beijing Advanced Innovation Center for Biomedical Engineering, Beihang University
Co-authored papers 1
Fang Zheng
the Second Affiliated Hospital of Guangzhou University of Chinese Medicine
Co-authored papers 1
Kevin W Lobdell
Sanger Heart & Vascular Institute
Co-authored papers 1
Zhiyong Peng
Zhongnan Hospital of Wuhan University
Co-authored papers 1
Steven Q Simpson
University of Kansas Medical Center
Co-authored papers 1
Jie Liu
Co-authored papers 1
Wesley Yeung
Co-authored papers 1
Vitaly Herasevich
Belarusian Medical Academy of Postgraduate Education, Belarusian State Medical University, Brest Medical College, Mayo Clinic, Mayo Graduate School
Co-authored papers 1
Ping Xu
Zigong Fourth People's Hospital
Co-authored papers 1
Pan Hu
Nanjing University
Co-authored papers 1
Qing Wang
University of Virginia
Co-authored papers 1
Clark DuMontier
Brigham and Women's Hospital
Co-authored papers 1
Mengling Feng
Saw Swee Hock School of Public Health, National University of Singapore
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Zhengbo Zhang
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