AI RESEARCH
FunnyNodules: A Customizable Medical Dataset Tailored for Evaluating Explainable AI
arXiv CS.CV
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ArXi:2511.15481v3 Announce Type: replace Densely annotated medical image datasets that capture not only diagnostic labels but also the underlying reasoning behind these diagnoses are scarce. Such reasoning-related annotations are essential for developing and evaluating explainable AI (xAI) models that reason similarly to radiologists: making correct predictions for the right reasons. To address this gap, we