Understanding Calibration of Deep Neural Networks for Medical Image Classification

Abhishek Singh Sambyal, Usma Niyaz, Narayanan C. Krishnan +1

In the field of medical image analysis, achieving high accuracy is not enough; ensuring well-calibrated predictions is also crucial. Confidence scores of a deep neural network play…