HAII Corp.

Design and Multi-level Evaluation of MAP-X: a Medically Aligned, Patient-Centered AI Explanation System

Health artificial intelligence (AI) is often developed in high-stakes, data-scarce contexts, where both clinical validity and patient comprehension are critical; however, rigorous, multi-level evaluation of explanations in real-world patient-facing settings remains challenging. To enhance patient understanding and tru…