Current XAI methods provide technical explanations that are hard for clinicians to interpret, hindering trustworthy AI in healthcare. Perception-Aligned AI introduces Visualized Learning to improve uncertainty communication in clinical decision-making. This shift reflects growing pressure to make AI explanations more accessible and intuitive for non-technical stakeholders, marking a transition from technical to human-centered AI interpretability.
STATUS
ACTIVE
CATEGORY
Models
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1 linked
ENTITIES
3 detected
OVERRIDE
Automated
MOMENTUM
12 days ago