Weiji Kong

LCE: A Framework for Explainability of Ultrasound Image Based on Concept Discovery

Explaining the decisions of Deep Neural Networks (DNNs) for medical images has become increasingly important. Existing attribution methods have difficulty explaining the meaning of pixels while existing concept-based methods are limited by additional annotations or specific model structures that are…