Explainable AI (XAI) in Healthcare: Trust, Transparency, and the Limits of AI Decisions

XAI focuses on making AI models transparent and trustworthy, so clinicians and patients can actually trust an AI models. XAI tools like Grad-CAM (heatmaps) show which regions influenced diagnoses like cancer detection, radiology, pathology and dermatology.