Early Serial Assessment of Aggregate Vasoactive Support and Mortality in Cardiogenic Shock: Insights From the Critical Care Cardiology Trials Network Registry.

Siddharth M PatelDavid D Berg Erin A BohulaVivian M Baird-ZarsGregory W Barsness Sunit-Preet Chaudhry Meshe D ChondeHoward A CooperCurtis R GinderJacob C JentzerMichael C KontosP Elliott Miller L Kristin Newby Connor G O'Brien Jeong-Gun Park Matthew J Pierce Barbara A Pisani Brian J PotterKevin S ShahJeffrey J Teuteberg Jason N Katz Sean Van Diepen David A Morrow

Published in: Circulation. Heart failure (2024)

Early changes in the magnitude of vasoactive support in CS are associated with a gradient of risk for mortality. These data suggest that early VIS trajectory may improve CS prognostication, with the potential to be leveraged for clinical decision-making and research applications in CS.

Keyphrases

decision making
risk factors
type diabetes
cardiac surgery
big data
electronic health record
acute kidney injury
machine learning
deep learning