Clinical Domains

Acute respiratory distress syndrome (ARDS)

eARDS: A multi-center validation of an interpretable machine learning algorithm of early onset Acute Respiratory Distress Syndrome (ARDS) among critically ill adults with COVID-19. 2021

Researcher: Lakshya Singhal, Yash Garg, Philip Yang, Azade Tabaie, A. Ian Wong, Akram Mohammed, Lokesh Chinthala, Dipen Kadaria, Amik Sodhi, Andre L. Holder, Annette Esper, James M. Blum, Robert L. Davis, Gari D. Clifford, Greg S. Martin, Rishikesan Kamaleswaran

Acute respiratory distress syndrome (ARDS) - Pediatrics

Predicting Presumed Serious Infection among Hospitalized Children with Central Venous Lines with Machine Learning. Computers in Biology and Medicine. 2021.

Researcher: A. Tabaie, E.W. Orenstein, S. Nemati, R.K. Basu, S. Kandaswamy, G.D. Clifford, and R. Kamaleswaran

Sepsis

Altered Heart Rate Variability Early in ICU Admission Differentiates Critically Ill Coronavirus Disease 2019 and All-Cause Sepsis Patients. 2021.

Researcher: Rishikesan Kamaleswaran, Ofer Sadan, Prem Kandiah, Qiao Li, Craig M. Coopersmith, Timothy G. Buchman

Sepsis

Altered Heart Rate Variability Early in ICU Admission Differentiates Critically Ill Coronavirus Disease 2019 and All-Cause Sepsis Patients. 2021.

Researcher: Rishikesan Kamaleswaran, Ofer Sadan, Prem Kandiah, Qiao Li, Craig M. Coopersmith, Timothy G. Buchman