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Review Open access Aug 2026

Designing clinical AI for patient-centered support beyond the visit: the PACT framework for health systems

Clinical AI has advanced rapidly for bounded in-visit tasks such as prediction, documentation, and message generation, yet many costly failures in care occur outside the encounter when follow-up, handoffs, and communication break down. We argue that the next challenge for clinical AI is not only better task performance...

Saif S. Khairat, C. Safran · 0 citations

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