Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis

Jessie Liu, Blanca Gallego, Sebastiano Barbieri

Deep neural networks are increasingly being used for computer-aided diagnosis, but erroneous diagnoses can be extremely costly for patients. We propose a learning to defer with unc…