On the use of Mahalanobis distance for out-of-distribution detection with neural networks for medical imaging

Harry Anthony, Konstantinos Kamnitsas

Implementing neural networks for clinical use in medical applications necessitates the ability for the network to detect when input data differs significantly from the training dat…