Medical image analysis
D-EDL: Differential evidential deep learning for robust medical out-of-distribution detection.
Wei Fu, Yufei Chen, Yuqi Liu, Xiaodong Yue
Published: 202510.1016/j.media.2025.103888
Abstract
In computer-aided diagnosis, the extreme imbalance in disease incidence rates often results in the omission of rare conditions, leading to out-of-distribution (OOD) samples during testing. To prevent unreliable diagnostic outputs, detecting these OOD…
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