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    The FHA Knowledge Hub

    Practical guidance for medical technology development.

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    Editorial graphic mapping regulatory, clinical, and commercial milestones for AI-enabled Software as a Medical Device
    The FHA Knowledge Hub

    Key Milestones for AI-Enabled SaMDs

    Translating promising algorithms into regulated, clinically adopted Software as a Medical Device requires systematic alignment across regulatory, clinical, and commercial milestones.

    AI-SaMDSaMDAI/MLRegulatory StrategyClinical EvidenceReimbursement+2
    Shannon Campbell, PhDNovember 27, 2025 · 4 min read
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    The FHA Knowledge Hub

    Advanced Imaging Across the Lung Cancer Care Continuum: Four Priority Areas — and Where Reimbursement Is Already Moving

    The American Cancer Society National Lung Cancer Roundtable has named four advanced imaging technology areas as priorities for development. For teams building AI-enabled imaging and diagnostic products, the more immediate signal is where reimbursement is already moving.

    AI/MLMedical ImagingDiagnosticsCPTReimbursement
    Richard A. Frank, MD, PhDAugust 25, 2026 · 3 min read
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