Earvin S. Tio

Ph.D. in Medical Science (Neuroscience) at the University of Toronto

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As part of the Whole Person & Population Modelling Lab in the Krembil Centre for Neuroinformatics at the Centre for Addiction and Mental Health, I work with biobank-scale data to develop biopsychosocial machine learning models of suicide-related phenotypes.

Before joining Professor Daniel Felsky’s lab, I completed an Honours Bachelor’s of Applied Science (B.A.Sc.) in Systems Design Engineering with a minor in Artificial Intelligence at the University of Waterloo (2020), during which I held research positions at SickKids hospital and Sunnybrook hospital, and completed a semester abroad at École Polytechnique Fédérale de Lausanne.

Select Publications

  1. Evidence for the biopsychosocial model of suicide: a review of whole person modeling studies using machine learning
    Earvin S. Tio, Melissa C. Misztal , and Daniel Felsky
    Frontiers in Psychiatry, Jan 2024
    Publisher: Frontiers
  2. JAD
    Testing a Polygenic Risk Score for Morphological Microglial Activation in Alzheimer’s Disease and Aging
    Earvin S. Tio, Timothy J. Hohman , Milos Milic , and 2 more authors
    Journal of Alzheimer’s Disease, Jan 2023
    Publisher: IOS Press