Reclaiming informed consent to train mental health AI with patient data - Takeaways - MDSpire

Reclaiming informed consent to train mental health AI with patient data

  • By

  • Carlos A. Larrauri

  • Nicole Martinez-Martin

  • John Torous

  • June 2, 2026

  • 0 min

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  • 1

    AI models in mental health are trained on therapy transcripts, often without clear consent from patients.

  • 2

    Existing consent models fail to protect patient autonomy and confidentiality in the context of AI data use.

  • 3

    Separate opt-in consent and patient-led governance are necessary to prevent exploitation in medical innovation.

  • 4

    Digital mental health platforms often rely on weak contractual assent, compromising informed consent.

  • 5

    Current legal frameworks inadequately protect patient data in digital mental health, creating regulatory gaps.

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