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Bayesian Strategy and Neurodevelopment

Leading Researcher:
Avram Holmes, Ph.D.
Interests:
Public health and policy, Social factors in care delivery and outcomes, Substance use/use disorder
  • Graduate/Medical Students is accepted

  • Post Docs is accepted

  • Residents is accepted

  • Undergraduates is accepted

Official Title:

Application of a Bayesian strategy to ABCD: Identification of substance use risk and COVID-19 effects on neurodevelopment (R01DA053301)

This project leverages recent advances in Bayesian machine learning to carefully delineate neurodevelopmental trajectories of substance use risk with specific consideration of the societal and individual effects of COVID-19 using longitudinal data from ABCD (ages 10-14, N>10,000