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List of works by Zhongheng Zhang

A mathematical model for predicting glucose levels in critically-ill patients: the PIGnOLI model

scientific article

A physiological sign that mimics lung point in critical care ultrasonography

scientific article published on 30 March 2015

APACHE III Outcome Prediction in Patients Admitted to the Intensive Care Unit with Sepsis Associated Acute Lung Injury.

scientific article published on 30 September 2015

Accessing critical care big data: a step by step approach.

scientific article

Accuracy of stroke volume variation in predicting fluid responsiveness: a systematic review and meta-analysis.

scientific article published on 04 September 2011

Actually delivered dose of continuous renal replacement therapy is underestimated in hemofiltration

scientific article published in November 2013

An interpretable 1D convolutional neural network for detecting patient-ventilator asynchrony in mechanical ventilation

scientific article published on 20 March 2021

Analytics with artificial intelligence to advance the treatment of acute respiratory distress syndrome

scientific article published on 13 November 2020

Antipyretic therapy in critically ill patients with established sepsis: a trial sequential analysis

scientific article published on 24 February 2015

Antipyretic therapy in critically ill patients with sepsis: an interaction with body temperature

scientific article

Association of ambient Particulate matter 2.5 with intensive care unit admission due to pneumonia: a distributed lag non-linear model

scientific article published on 17 August 2017

Association of do-not-resuscitate order and survival in patients with severe sepsis and/or septic shock

scientific article published on 2 February 2017

Bedside ultrasonography for diagnosis of pneumothorax

scientific article

Big data and clinical research: focusing on the area of critical care medicine in mainland China

scientific article

Biomarkers, diagnosis and management of sepsis-induced acute kidney injury: a narrative review

scientific article

C-Reactive Protein as a Predictor of Mortality in Critically Ill Patients: A Meta-Analysis and Systematic Review ⬇️

scientific article published on September 1, 2011

Calcium supplementation improves clinical outcome in intensive care unit patients: a propensity score matched analysis of a large clinical database MIMIC-II.

scientific article published on 13 October 2015

Causal inference with marginal structural modeling for longitudinal data in laparoscopic surgery: A technical note

scientific article published in 2022

Changes in brain natriuretic peptide are correlated with changes in global end-diastolic volume index

scientific article published on April 2013

Combining apples and oranges obtains common features of fruit

scientific article published on 30 December 2014

Comparison of postpyloric tube feeding and gastric tube feeding in intensive care unit patients: a meta-analysis.

scientific article published on 24 April 2013

Confounding factors in observational study: the Achilles heel

scientific article published on 29 June 2014

Cumulative oxygen deficit is a novel predictor for the timing of invasive mechanical ventilation in COVID-19 patients with respiratory distress

scientific article published on 27 November 2020

Cystatin C in Prediction of Acute Kidney Injury: A Systemic Review and Meta-analysis ⬇️

scientific article published on May 20, 2011

Dexmedetomidine For The Treatment Of Acute Lung Injury: A Fact Or Fiction?

scientific article published on 08 March 2019

Diagnostic accuracy of contrast enhanced ultrasound in patients with blunt abdominal trauma presenting to the emergency department: a systematic review and meta-analysis.

scientific article published on 30 June 2017

Disseminated Staphylococcus aureus infection following spinal anesthesia: a case report

scientific article published on 9 June 2016

Do the observational studies using propensity score analysis agree with randomized controlled trials in the area of sepsis?

scientific article published on 04 June 2014

Double lung point in an 18-month-old child: a case report and literature review

scientific article

Early lactate clearance-guided therapy in patients with sepsis: a meta-analysis with trial sequential analysis of randomized controlled trials

scientific article published on 08 July 2015

Echocardiography for patients undergoing extracorporeal cardiopulmonary resuscitation: a primer for intensive care physicians.

scientific article published on 02 February 2017

Effect of high/low dose N-acetylcysteine on chronic obstructive pulmonary disease: a systematic review and meta-analysis.

scientific article published on 30 December 2013

Effectiveness of anisodamine for the treatment of critically ill patients with septic shock (ACIdoSIS study): study protocol for randomized controlled trial

scientific article

Effectiveness of sodium bicarbonate infusion on mortality in septic patients with metabolic acidosis

scientific article published on 25 September 2018

Effectiveness of treatment based on PiCCO parameters in critically ill patients with septic shock and/or acute respiratory distress syndrome: a randomized controlled trial

scientific article published on 21 January 2015

Effectiveness of treatment based on transpulmonary thermodilution in critically ill patients: response to comments by Sánchez et al.

scientific article published on 11 April 2015

Efficacy and safety of regional citrate anticoagulation in critically ill patients undergoing continuous renal replacement therapy.

scientific article

Electronic healthcare records and external outcome data for hospitalized patients with heart failure

publication published on 05 February 2021

Elevated serum cystatin C at continuous renal replacement therapy initiation predicts lack of renal recovery

scientific article published in May 2013

English language usage pattern in China mainland doctors: AME survey-001 initial analysis results.

scientific article

Estimation bias resulting from sparse data

scientific article published on 27 September 2016

Focus on China: should clinicians engage in research? and lessons from other countries.

scientific article

Gene correlation network analysis to identify regulatory factors in sepsis

scientific article published on 08 October 2020

Healthcare 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

scientific article published on 24 June 2019

Higher serum chloride concentrations are associated with acute kidney injury in unselected critically ill patients ⬇️

scientific article

Identification of risk factors for mortality associated with COVID-19

scientific article published on 01 September 2020

Identification of subclasses of sepsis that showed different clinical outcomes and responses to amount of fluid resuscitation: a latent profile analysis

article

Identification of three classes of acute respiratory distress syndrome using latent class analysis.

scientific article

Impact of delirium on clinical outcome in critically ill patients: a meta-analysis

scientific article

Incorporation of a hemofilter circuit into venoarterial extracorporeal membrane oxygenation: a novel approach to provide more oxygenation

scientific article published on 24 February 2015

Indicator or continuous variable?

scientific article published on September 2015

Intensive- vs less-intensive-dose continuous renal replacement therapy for the intensive care unit-related acute kidney injury: a meta-analysis and systematic review.

scientific article published on December 2010

Invasive pulmonary and central nervous system aspergillosis following slops aspiration in a trauma patient ⬇️

scientific article published on September 24, 2010

Lactate clearance as a useful biomarker for the prediction of all-cause mortality in critically ill patients: a systematic review study protocol.

scientific article published on 23 May 2014

Lactate clearance is a useful biomarker for the prediction of all-cause mortality in critically ill patients: a systematic review and meta-analysis*.

scientific article published on September 2014

Look before leaping into combining extracorporeal techniques to improve oxygenation: response to comments by Jacobs et al

scientific article published on 22 September 2015

Lumen nonpatency in the presence of competing risks

scientific article published on 01 November 2012

Machine learning for the prediction of volume responsiveness in patients with oliguric acute kidney injury in critical care

scientific article published on 08 April 2019

Machine learning method for the management of acute kidney injury: more than just treating biomarkers individually

scientific article published on 27 September 2019

Mechanical Ventilation during Extracorporeal Membrane Oxygenation in Patients with Acute Severe Respiratory Failure

scientific article published on 03 January 2017

Mechanical power normalized to predicted body weight as a predictor of mortality in patients with acute respiratory distress syndrome

scientific article published on 06 May 2019

Mediation analysis to unravel mechanisms underlying association between platelet transfusion and postoperative delirium

scientific article published on 28 October 2016

Microalbuminuria can predict the development of acute kidney injury in critically ill septic patients

scientific article

Nomogram for the prediction of postoperative hypoxemia in patients with acute aortic dissection

scientific article published on 20 October 2018

Normalized lactate load is associated with development of acute kidney injury in patients who underwent cardiopulmonary bypass surgery

scientific article

Observational studies using propensity score analysis underestimated the effect sizes in critical care medicine

scientific article published on 26 April 2014

Oxygen Therapy and Ventilatory Support

scientific article published on 14 May 2017

Performance of the MEDS score in predicting mortality among emergency department patients with a suspected infection: a meta-analysis

scientific article published on 13 December 2019

Platelet indices are novel predictors of hospital mortality in intensive care unit patients

scientific article

Platelet indices in the prognostication of critically ill patients: another piece of the puzzle

scientific article published on 03 December 2014

Practice pattern of aerosol therapy among patients undergoing mechanical ventilation in mainland China: A web-based survey involving 447 hospitals

scientific article published on 29 August 2019

Prediction model for critically ill patients with acute respiratory distress syndrome

scientific article

Prediction of delirium in critically ill patients with elevated C-reactive protein

scientific article published on 9 October 2013

Prediction of pulmonary edema by plasma protein levels in patients with sepsis

scientific article published on 22 October 2012

Predictive value of ionized calcium in critically ill patients: an analysis of a large clinical database MIMIC II

scientific article

Predictive value of lactate in unselected critically ill patients: an analysis using fractional polynomials

scientific article

Prognostic value of extravascular lung water index in critically ill patients: a systematic review of the literature.

scientific article published on December 2011

Prolonged length of stay in the emergency department and increased risk of hospital mortality in patients with sepsis requiring ICU admission

scientific article published on 05 December 2018

Protective ventilation for patients without acute respiratory distress syndrome

scientific article published on 01 February 2013

Protocol for a prospective observational study on the association of variables obtained by contrast-enhanced ultrasonography and sepsis-associated acute kidney injury

scientific article published on 29 July 2019

Recombinant human activated protein C for the treatment of severe sepsis and septic shock: a study protocol for incorporating observational evidence using a Bayesian approach

scientific article published on 31 July 2014

Red cell distribution width is associated with hospital mortality in unselected critically ill patients

scientific article published on December 2013

Scientific evidence underlying the recommendations of critical care clinical practice guidelines: a lack of high level evidence

scientific article published on 21 March 2018

Small studies may overestimate the effect sizes in critical care meta-analyses: a meta-epidemiological study

scientific article published on 9 January 2013

Subphenotypes of Cardiac Arrest Patients Admitted to Intensive Care Unit: a latent profile analysis of a large critical care database

scientific article published on 20 September 2019

The association between fluid balance and mortality in patients with ARDS was modified by serum potassium levels: a retrospective study.

scientific article

The author replies

The effect of hemodynamic monitoring depends entirely on the action that it leads to: response to comments by Cronhjort et al.

scientific article published on 14 May 2015

The efficacy of activated protein C for the treatment of sepsis: incorporating observational evidence with a Bayesian approach

scientific article

The prognostic value of cardiac dysfunction assessed by bedside echocardiography in critically ill patients with COPD requiring mechanical ventilation: a study protocol

scientific article

Time points may also count in assessment of the difference between prescribed and delivered dose ⬇️

scientific article published on 05 November 2011

Too much covariates in a multivariable model may cause the problem of overfitting

scientific article published on September 2014

Ultrasonographic measurement of the respiratory variation in the inferior vena cava diameter is predictive of fluid responsiveness in critically ill patients: systematic review and meta-analysis

scientific article published on 02 February 2014

Urine output on ICU entry is associated with hospital mortality in unselected critically ill patients

scientific article published on 15 January 2014

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

scientific article published on February 2013

Variables associated with circuit life span in critically ill patients undergoing continuous renal replacement therapy: a prospective observational study

scientific article published on 01 January 2012

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