Early Recognition of Sepsis with Gaussian Process Temporal Convolutional Networks and Dynamic Time Warping.

Michael Moor, Max Horn, Bastian Rieck, Damian Roqueiro, Karsten M. Borgwardt

Abstract: Sepsis is a life-threatening host response to infection that is associated with high mortality, morbidity, and health costs. Its management is highly time-sensitive because each hour of delayed tre...