Area of research
Epidemiology · Critical Care and Intensive Care Medicine
Research interest
Research interests include Sepsis Diagnosis and Treatment, Intensive Care Unit Cognitive Disorders, Respiratory Support and Mechanisms, and Machine Learning in Healthcare.
Development of a Core Critical Care Data Dictionary With Common Data Elements to Characterize Critical Illness and Injuries Using a Modified Delphi Method
The Global Open Source Severity of Illness Score (GOSSIS)*
Intensive Care Unit Telemedicine in the Era of Big Data, Artificial Intelligence, and Computer Clinical Decision Support Systems
The eICU Collaborative Research Database, a freely available multi-center database for critical care research
The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care
Making Big Data Useful for Health Care: A Summary of the Inaugural MIT Critical Data Conference