September 2023
Development of a core outcome set for ventilation trials in neurocritical care patients with acute brain injury: protocol for a Delphi consensus study of international stakeholders

December 2022
Predicting Intensive Care Delirium with Machine Learning: Model Development and External Validation

November 2022
A Method to Explore Variations of Ventilator-Associated Event Surveillance Definitions in Large Critical Care Databases in the United States

March 2022
Endotypes and the Path to Precision in Moderate and Severe Traumatic Brain Injury

February 2022
Predicting Respiratory Decompensation in Mechanically Ventilated Adult ICU Patients

January 2022
Computational signatures for post-cardiac arrest trajectory prediction: Importance of early physiological time series

December 2021
Decoding accelerometry for classification and prediction of critically ill patients with severe brain injury

November 2021
Analysis of Discrepancies Between Pulse Oximetry and Arterial Oxygen Saturation Measurements by Race and Ethnicity and Association With Organ Dysfunction and Mortality

October 2021
Digital signatures for early traumatic brain injury outcome prediction in the intensive care unit

February 2021
Updated nomenclature of delirium and acute encephalopathy: statement of ten Societies

August 2020
The Curing Coma Campaign: Framing Initial Scientific Challenges-Proceedings of the First Curing Coma Campaign Scientific Advisory Council Meeting

September 2020
Postcardiac arrest neurological prognostication with quantitative regional cerebral densitometry

November 2020
Mechanical ventilation in patients with acute brain injury: recommendations of the European Society of Intensive Care Medicine consensus

December 2020
Novel approaches to prediction in severe brain injury

NCS 2021

Computational Prediction of Targeted Temperature Management Outcome for Personalized Cardiac Arrest Treatment
Exposure to non-lung protective mechanical ventilation is associated with outcome in critically ill patients with acute brain injury: a machine learning approach

ESICM 2021

A Computational Model to Predict Hospital Readmission
Hyperacute prediction of targeted temperature management outcome after cardiac arrest: a computational approach
A Machine Learning Model for Pulmonary Embolism Prediction Using a Large Multi-Center Database

IARS MAY 2021

Development and Validation of a Physiology-Driven Machine Learning Model for Post-Cardiac Arrest Outcome Prediction Using a Large Multi-Center Database
A computational model to predict successful liberation from mechanical ventilation in ICU patients
Computational Endotypes of Sepsis and Septic Shock Derived from High Resolution Patient Records
Computational Subphenotype Discovery and Validation of ICU Stratum Traumatic Brain Injury Patients
A Physiology-Driven Machine Learning Model for Traumatic Brain Injury Outcome Prediction Using a Large Multi-Center Database