Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time Series

Kristoffer Wickstrøm, Karl Øyvind Mikalsen, Michael Kampffmeyer +2

Deep learning-based support systems have demonstrated encouraging results in numerous clinical applications involving the processing of time series data. While such systems often a…