Senan Doyle

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

2022 · arXiv (Cornell University)

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. Particularly, end users are reluctant to rely on …