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    Academy

    Guides to the intersection of medicine and technology.

    For clinicians, engineers, and students: how to enter medical technology, how AI works in medicine, and how the industry actually operates.

    2026-08-15Industry Knowledge

    What Is TRL and Why Should Hospitals Care?

    Technology Readiness Levels sound like investor jargon, but they are the single most useful number for deciding whether a medical device or software is ready for your hospital.

    Read
    2026-08-15Technology Explained

    What Is a Segmentation Model, Actually? (For Clinicians)

    Radiologists and surgeons hear 'segmentation' constantly, but rarely get a plain explanation of what the model is actually doing. Here it is, without the jargon.

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    2026-08-15Career

    How to Get into AI as a Surgeon: A Realistic Roadmap

    You don't need to become a programmer to work at the intersection of surgery and AI. Here is the realistic path, from one surgeon's experience.

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    2026-08-15Industry Knowledge

    How a Small Medical AI Company Actually Operates

    No marble lobbies, no sales armies: just engineers, clinicians, and a regulatory folder that never stops growing. A look inside how we actually work.

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