Area of research
Epidemiology · Critical Care and Intensive Care Medicine
Research interest
Research interests include Sepsis Diagnosis and Treatment, Thermal Regulation in Medicine, Machine Learning in Healthcare, and Respiratory Support and Mechanisms.
AI, Health, and Health Care Today and Tomorrow
A common longitudinal intensive care unit data format (CLIF) for critical illness research
Distinct immune profiles and clinical outcomes in sepsis subphenotypes based on temperature trajectories
The Precision Resuscitation With Crystalloids in Sepsis (PRECISE) Trial
Comparison of time series clustering methods for identifying novel subphenotypes of patients with infection
Using Trajectories of Bedside Vital Signs to Identify COVID-19 Subphenotypes
Development and validation of novel sepsis subphenotypes using trajectories of vital signs
Factors Associated With Diagnostic Accuracy of Robotic Bronchoscopy With 12-Month Follow-up
Racial Differences in Detection of Fever Using Temporal vs Oral Temperature Measurements in Hospitalized Patients
Coronavirus Disease 2019 Temperature Trajectories Correlate With Hyperinflammatory and Hypercoagulable Subphenotypes
Temperature Trajectory Subphenotypes in Oncology Patients with Neutropenia and Suspected Infection
Simulation of Ventilator Allocation in Critically Ill Patients with COVID-19
Determining the Electronic Signature of Infection in Electronic Health Record Data
Temperature Trajectory Subphenotypes Correlate With Immune Responses in Patients With Sepsis
Novel Temperature Trajectory Subphenotypes in COVID-19
Thoracic ultrasound as a predictor of pleurodesis success at the time of indwelling pleural catheter removal
Identifying Novel Sepsis Subphenotypes Using Temperature Trajectories
Robot-assisted bronchoscopy for pulmonary lesion diagnosis: results from the initial multicenter experience