Diagnostic Uncertainty Calibration: Towards Reliable Machine Predictions in Medical Domain

Takahiro Mimori, Keiko Sasada, Hirotaka Matsui +1

We propose an evaluation framework for class probability estimates (CPEs) in the presence of label uncertainty, which is commonly observed as diagnosis disagreement between experts…