Vol. 4 No. 4 (2024): Volume-IV, Number-IV, 2024
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Explainable AI (XAI) for Clinical Decision Support: Assessing Trust and Performance in Diagnostic Imaging
Abstract 28
Explainable artificial intelligence (XAI) is rapidly becoming central to the safe and trustworthy deployment of deep learning systems in diagnostic imaging. While deep models have achieved or exceeded human-level performance on many imaging tasks, their opaque decision processes undermine clinician trust and complicate regulatory approval and clinical integration. This article provides a compre ... read more