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Michael C. Changaris

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Review Open access Jul 2026

Human-centered AI in healthcare teams: integrating clinical oversight, EHR auditability, and reimbursement pathways for responsible adoption

AI can strengthen healthcare teams and advance value-based care, but scaling requires aligned incentives, rigorous evaluation standards, equity safeguards, and coordinated governance—echoing lessons from national EHR implementation.

Michael C. Changaris, Franca V. Niameh · 1 citation · ⚡1

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