Nan Liu
www.digitalmedicinelab.org
0000-0003-3610-4883
National University of Singapore
136 papers found
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Relationship between local weather, air pollution and hospital attendances for urticaria in children: Time stratified analysis of 12,002 cases
Heart rate n-variability (HRnV) measures for prediction of mortality in sepsis patients presenting at the emergency department
Development and Assessment of an Interpretable Machine Learning Triage Tool for Estimating Mortality After Emergency Admissions
Effective Treatment Recommendations for Type 2 Diabetes Management Using Reinforcement Learning: Treatment Recommendation Model Development and Validation
Artificial Intelligence Applications for COVID-19 in Intensive Care and Emergency Settings: A Systematic Review
Utilizing machine learning dimensionality reduction for risk stratification of chest pain patients in the emergency department
Early prediction of serious infections in febrile infants incorporating heart rate variability in an emergency department: a pilot study
Analytics with artificial intelligence to advance the treatment of acute respiratory distress syndrome
AutoScore: A Machine Learning–Based Automatic Clinical Score Generator and Its Application to Mortality Prediction Using Electronic Health Records
Individualized fluid administration for critically ill patients with sepsis with an interpretable dynamic treatment regimen model
Prediction of breakthrough pain during labour neuraxial analgesia: comparison of machine learning and multivariable regression approaches
Coronavirus disease 2019 (COVID-19): an evidence map of medical literature
Risk stratification of patients with atrial fibrillation in the emergency department
Heart rate n-variability (HRnV) and its application to risk stratification of chest pain patients in the emergency department
Validation of the ROSC after cardiac arrest (RACA) score in Pan-Asian out-of-hospital cardiac arrest patients
Impact of Air Pollution and Trans-Boundary Haze on Nation-Wide Emergency Department Visits and Hospital Admissions in Singapore
Novel model for predicting inpatient mortality after emergency admission to hospital in Singapore: retrospective observational study
Validation of the mortality in emergency department sepsis (MEDS) score in a Singaporean cohort
Comparison of two emergency medical services in Beijing and Hong Kong, China
Combining Heart Rate Variability with Disease Severity Score Variables for Mortality Risk Stratification in Septic Patients Presenting at the Emergency Department
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