This healthcare AI diagnostic system is designed for clinical decision support, not autonomous diagnosis. It integrates uncertainty quantification directly into medical imaging workflows, enabling clinicians to assess confidence, escalate ambiguous cases, and retain full decision authority.
This system is not intended for autonomous diagnosis.
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Every prediction includes an explicit uncertainty estimate. Low-confidence outputs are flagged for human review, supporting second-opinion workflows and reducing silent failure risk.