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    Foundation Model (Healthcare)

    Large pretrained model adaptable to many downstream clinical tasks via fine-tuning or prompting.

    Reviewed by Christian Espinosa, Founder, Blue Goat CyberLast reviewed May 5, 2026

    Definition

    Healthcare foundation models - for medical imaging, pathology, EHR text, multi-modal patient records - are trained on broad datasets and then specialized. They blur traditional boundaries between intended use and raise novel validation questions.

    What this means in practice

    FDA, MHRA, and Health Canada have flagged foundation models as a regulatory frontier - neither pure SaMD nor pure platform.

    Primary references

    3 sources
    Link health: 2 verified 1 bot-blocked· last checked 2026-05-09
    FDA·1IMDRF·1MDCG·1
    1. 1
      FDA Digital Health Center of Excellence
      Bot-blocked
      FDAfda.gov
    2. 2
      IMDRF - Software as a Medical Device
      Verified
      IMDRFimdrf.org
    3. 3
      MDCG Software Guidance
      Verified
      MDCGhealth.ec.europa.eu

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