ExAID: A multimodal explanation framework for computer-aided diagnosis of skin lesions

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Adriano Lucieri, Muhammad Naseer Bajwa, Stephan Alexander Braun, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed

Published: 01 Jan 2022, Last Modified: 28 Jul 2025Comput. Methods Programs Biomed. 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•AI is crucial for deployment of computer-aided diagnosis systems.•Framework for multimodal justification for decisions in medical image analysis.•Concept-based xAI assures comprehensible explanation and knowledge discovery.•Dermoscopy as a prime use-case for ExAID framework.