Michael R Pinsky, Armando Bedoya, Azra Bihorac, Leo Celi, Matthew Churpek, Nicoleta J Economou-Zavlanos, Paul Elbers, Suchi Saria, Vincent Liu, Patrick G Lyons, Benjamin Shickel, Patrick Toral, David Tscholl, Gilles Clermont
BACKGROUND: Perhaps nowhere else in the healthcare system than in the intensive care unit environment are the challenges to create useful models with direct time-critical clinical applications more relevant and the obstacles to achieving those goals more massive. Machine learning-based artificial intelligence (AI) techniques to define states and predict future events are commonplace activities of modern life. However, their penetration into acute care medicine has been slow, stuttering and uneven...
April 8, 2024: Critical Care: the Official Journal of the Critical Care Forum