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Thanh Nguyen Tat

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Senior Clinical Researcher

Woolcock Institute of Medical Research

Australia

Research Interests

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A Machine Learning Approach to Hospital Outcomes in Dengue: Age, Sex, and Comorbidities in Mortality, Mechanical Ventilation, and Acute Liver Failure"

Open Date: 2025-10-01

Close Date:

Articles (20)

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Collaborators (3)

Chenyu Sun

UNITED STATES

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Trinh Dong

Research Associate

Newcastle University

UNITED KINGDOM

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Gregory Fox

Professor of Respiratory Medicine

University of Sydney

AUSTRALIA

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Thanh Nguyen Tat

Research Interests

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Recent Grants

Articles (20)

Explainable machine learning for the classification of prevalent cardiovascular disease using clinical and nutritional factors in United States adults: a cross-sectional analysis of the National Health and Nutrition Examination Survey 2011–2018

Clinical recovery of severe infantile Angiostrongylus cantonensis meningoencephalomyelitis treated with pulse methylprednisolone: A case report and review of literature

Central nervous system infections and status epilepticus association, clinical profile and outcomes in children hospitalized with new-onset acute symptomatic seizures

Development and evaluation of a model to predict hypersensitivity reaction when using 3HP for TB infection

Cardiac arrest as initial presentation of Kawasaki disease with giant coronary aneurysms: A case report and review of literature

Optic nerve sheath diameter trajectories and mortality in children with clinically relevant elevated intracranial pressure

Associations of severe hypophosphatemia and clinical outcomes in mechanically ventilated children with dengue shock syndrome

Comparison of serum lactate and lactate-derived ratios as prognostic biomarkers in pediatric dengue shock syndrome using supervised machine learning models

Multicenter Case–Control Study of Behavioral, Environmental, and Geographic Risk Factors for Talaromycosis, Vietnam

In-Hospital Mortality in Mechanically Ventilated Children With Severe Dengue Fever: Explanatory Factors in a Single-Center Retrospective Cohort From Vietnam, 2013–2022

Associations of resuscitation fluid load, colloid-to-crystalloid infusion ratio and clinical outcomes in children with dengue shock syndrome

Machine learning-based models for prediction of in-hospital mortality in patients with dengue shock syndrome

Predicting the risk of mortality in children with dengue-induced hepatitis admitted to the paediatric intensive care unit

A machine learning-based risk score for prediction of mechanical ventilation in children with dengue shock syndrome: A retrospective cohort study

Extracorporeal life support and continuous renal replacement therapy in a patient with Enterovirus A71 associated cardiopulmonary failure: A case report

Pediatric Profound Dengue Shock Syndrome and Use of Point-of-Care Ultrasound during Mechanical Ventilation to Guide Treatment: Single-Center Retrospective Study, 2013-2021

Prognostic values of serum lactate-to-bicarbonate ratio and lactate for predicting 28-day in-hospital mortality in children with dengue shock syndrome

Adjunctive Dexamethasone for Tuberculous Meningitis in HIV-Positive Adults

Association between Prevalence of Talaromycosis and Economic Status in Asia

The Impacts of Antiretroviral and Antifungal Treatments, and Tuberculosis Co-infection on Mortality and Relapse in Patients with Talaromyces Marneffei Infection

Collaborators (3)

Chenyu Sun

Trinh Dong

Gregory Fox

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