Ya-Wen (Yama) Chang

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QBS PhD Student

Center for Technology and Behavioral Health

Dartmouth College

I’m a first-year PhD student in Quantitative Biomedical Sciences (QBS) at Dartmouth College, mentored by Dr. Nicholas Jacobson in the Artificial Intelligence and Mental Health: Innovation in Technology Guided Healthcare (AIM HIGH) Lab at the Center for Technology and Behavioral Health.

My research focuses on leveraging passive sensing, wearable devices, large language models (LLMs), and just-in-time adaptive interventions (JITAIs) to deliver scalable, personalized support for improving mental health. I’m particularly interested in integrating multimodal data with LLMs, optimizing the timing of interventions, and ensuring clinical safety in AI-driven systems. I’m also deeply interested in the therapeutic potential of psychedelics for treating mental illness and in supporting sustainable well-being after treatment.

Before starting my PhD, I earned a master’s in clinical psychology from Columbia University and worked as a data scientist at the Lab for Scalable Mental Health. My work focused on using digital, single-session interventions to expand access to care for marginalized populations, including LGBTQ+ and BIPOC individuals.

interests

methods topics
Large Language Models Human-AI Interaction
Machine Learning Digital Mental Health Interventions
Deep Learning JITAIs
Multimodal AI Mindfulness
Time-Series Psychedelics


news

Jun 02, 2025 :house: Officially matched and joined the AIM HIGH lab!
Feb 02, 2025 :raised_hands: Published my first-authored manuscript about single-session interventions and structural stigma on SSM-Mental Health! Open Access
Sep 19, 2024 :tada: Published a co-first-authored paper on structural stigma and suicide among LGBTQ+ youth in Stigma and Health!
Aug 15, 2024 :evergreen_tree: Officially started my first-year PhD study at Dartmouth!

selected publications

  1. Suicide
    Brain volume reductions and relationship with depression and cognitive functioning in suicide in older adults: A cross-sectional and longitudinal study using Bayesian multilevel modeling
    Vanessa M Brown, Swathi Gujral, Ya-Wen Chang, and 3 more authors
    Biological Psychiatry: Global Open Science, 2025
  2. SSIs
    Effectiveness of an Online Single-Session Minority Stress Intervention: No Evidence for Variation by Structural Stigma, Internalized Stigma, or Social Support
    Ya-Wen Chang, Ian Sotomayor, Erica Szkody, and 2 more authors
    SSM-Mental Health, 2025
  3. LGBTQ+
    Structural Homophobia and Suicidal Ideation and Behavior among Sexual and Gender Minority Adolescents
    Ya-Wen Chang*, Elizabeth Schumacher*, Rachel M Martino, and 4 more authors
    Stigma and Health, 2024
  4. Suicide
    Childhood Trauma is Associated with Early-Onset but not Late-Onset Suicidal Behavior in Late-Life Depression
    Ya-Wen Chang, Morgan Buerke, Hanga Galfalvy, and 1 more author
    International Psychogeriatrics, 2023
  5. SSIs
    Serving the Underserved? Uptake, Effectiveness, and Acceptability of Digital SSIs for Rural American Adolescents
    Erica Szkody, Ya-Wen Chang, and Jessica L Schleider
    Journal of Clinical Child & Adolescent Psychology, 2023