Multimodal machine learning for video based single question mental health assessment - Top-Institutions - MDSpire

Multimodal machine learning for video based single question mental health assessment

  • By

  • Bradley Grimm

  • Pernille Yilmam

  • Brett Talbot

  • Loren Larsen

  • December 16, 2025

  • 0 min

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Top Institutions in General Medicine

Brief introduction explaining scope and methodology.

  • #1

    Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL)
    Massachusetts Institute of Technology (MIT) - Computer Science and Artificial Intelligence Laboratory (CSAIL)

    Cambridge, MA

    Key Differentiators

    • Machine Learning
    • Digital Mental Health
    • Natural Language Processing

  • #2

    Stanford University - Center for Digital Mental Health
    Stanford University - Center for Digital Mental Health

    Stanford, CA

    Key Differentiators

    • Psychiatry
    • Digital Health
    • Machine Learning

  • #3

    University of California, San Francisco (UCSF) - Department of Psychiatry
    University of California, San Francisco (UCSF) - Department of Psychiatry

    San Francisco, CA

    Key Differentiators

    • Psychiatry
    • Digital Mental Health
    • Biomedical Informatics

  • #4

    Johns Hopkins University - Department of Psychiatry and Behavioral Sciences
    Johns Hopkins University - Department of Psychiatry and Behavioral Sciences

    Baltimore, MD

    Key Differentiators

    • Psychiatry
    • Machine Learning in Mental Health
    • Clinical Informatics

  • #5

    Carnegie Mellon University - Language Technologies Institute
    Carnegie Mellon University - Language Technologies Institute

    Pittsburgh, PA

    Key Differentiators

    • Natural Language Processing
    • Machine Learning
    • Digital Health

Original Source(s)

Multimodal machine learning for video based single question mental health assessment

  • by Bradley Grimm, Pernille Yilmam, Brett Talbot, Loren Larsen

  • December 16, 2025

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