Engineering safety into AI-assisted music medicine for headache management: a transparent guardrail framework - Top-Institutions - MDSpire

Engineering safety into AI-assisted music medicine for headache management: a transparent guardrail framework

  • By

  • Xuexing Luo

  • Zhichao Pei

  • Amy Jing-Wen Yin

  • July 13, 2026

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Top Institutions in Neurology

Brief introduction explaining scope and methodology.

  • #1

    University of California, San Francisco
    University of California, San Francisco

    San Francisco, California

    Key Differentiators

    • Neurology
    • Headache Medicine

  • #2

    Johns Hopkins Medicine
    Johns Hopkins Medicine

    Baltimore, Maryland

    Key Differentiators

    • Neurology
    • Headache Medicine

  • #3

    Erasmus University Medical Centre Rotterdam
    Erasmus University Medical Centre Rotterdam

    Rotterdam, Netherlands

    Key Differentiators

    • Neurosurgery
    • Neurology

  • #4

    Stanford University
    Stanford University

    Stanford, California

    Key Differentiators

    • Neurology

  • #5

    Brown University
    Brown University

    Providence, Rhode Island

    Key Differentiators

    • Neurology

Original Source(s)

Engineering safety into AI-assisted music medicine for headache management: a transparent guardrail framework

  • by Xuexing Luo, Zhichao Pei, Amy Jing-Wen Yin

  • July 13, 2026

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