Uncertainty estimations methods for a deep learning model to aid in clinical decision-making -- a clinician's perspective

Michael Dohopolski, Kai Wang, Biling Wang +5

Prediction uncertainty estimation has clinical significance as it can potentially quantify prediction reliability. Clinicians may trust 'blackbox' models more if robust reliability…