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219: Carilion Clinic’s ACMIO Dr. Maruf Haider: The AI Question Nobody Wants to Answer, The Real Reason Clinicians Ignore CDS Alerts, and the One Phrase that Predicts Rollout Success

The Digital Patient

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Measuring AI Value Beyond Accuracy

Maruf recommends measuring cognitive burden, time to appropriate care, and trust, not just raw accuracy metrics.

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