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

Weiji Kong, Xun Gong, Juan Wang

Explaining the decisions of Deep Neural Networks (DNNs) for medical images has become increasingly important. Existing attribution methods have difficulty explaining the meaning of…