Self-explaining Neural Network with Concept-based Explanations for ICU Mortality Prediction

Sayantan Kumar, Sean C. Yu, Thomas Kannampallil +3

Complex deep learning models show high prediction tasks in various clinical prediction tasks but their inherent complexity makes it more challenging to explain model predictions fo…