Trustworthy clinical AI solutions: a unified review of uncertainty quantification in deep learning models for medical image analysis

no code implementations • 5 Oct 2022 • Benjamin Lambert, Florence Forbes, Alan Tucholka, Senan Doyle, Harmonie Dehaene, Michel Dojat

The full acceptance of Deep Learning (DL) models in the clinical field is rather low with respect to the quantity of high-performing solutions reported in the literature.

Uncertainty Quantification