An interpretable CNN-based CAD system for skin lesion diagnosis

作者：

Highlights：

• Explainable Computer-aided melanoma diagnosis system with dermoscopic images.

• The network dynamically adapts to the dermoscopic structures within the lesion.

• Extraction of the most relevant lesion regions for each dermoscopic structure.

摘要

•Explainable Computer-aided melanoma diagnosis system with dermoscopic images.•The network dynamically adapts to the dermoscopic structures within the lesion.•Extraction of the most relevant lesion regions for each dermoscopic structure.

论文关键词：CAD system,Dermoscopic features,Explainable diagnosis

论文评审过程：Received 8 November 2021, Revised 27 July 2022, Accepted 27 July 2022, Available online 1 August 2022, Version of Record 17 August 2022.

论文官网地址：https://doi.org/10.1016/j.artmed.2022.102370