Chioma Emmanuela Ukatu

Explainable Artificial Intelligence, Clinician Trust and Diagnostic Accuracy in Multi-modal Medical Imaging: A Critical Narrative Review

This review critically evaluates the evidence linking explanation to clinician trust and to diagnostic accuracy, with particular attention to multi-modal imaging contexts and concludes that explanation is neither a general solution to opacity nor an irrelevance, but a design variable whose effect on reliance is conditi...