APS
2024 APS Annual Convention · 2024
Increasing the Representation of Underrepresented Youth for Robust and Inclusive Brain-Behavior Relationships
- Jivesh Ramduny
Yale University - Lucina Uddin
University of California Los Angeles - Lucina Uddin
University of California Los Angeles - Lucina Uddin
University of California Los Angeles - Tamara Vanderwal
University of British Columbia - Tamara Vanderwal
BC Children’s Hospital Research Institute - Eric Feczko
University of Minnesota - Damien Fair
University of Minnesota - Clare Kelly
Trinity College Dublin - Arielle Baskin-Sommers
Yale University
Abstract
Harmonization practices in consortia datasets discard disproportionate number of minoritized youth to reduce head motion in brain-behavior association studies. We proposed bagging to preserve high-motion underrepresented youth for robust and inclusive brain-behavior relationships. Bagging produced robust associations for psychopathology and cognitive performance while retaining 99% of the high-motion underrepresented youth.
