NIH R01 · 2024
Dynamic Functional Image-based Deep Learning for Therapy Assessment in Autism
Project Summary Autism spectrum disorder (ASD) is a developmental disorder characterized by impairment of social interaction and communication, as well as repetitive behaviors, with severity ranging from mild to significantly disabling. The prevalence in the United States is rising (currently about 1 in 54 children) and the associated costs are enormous. In our most recent previous efforts on this project, we have advanced methods for the analysis of functional magnetic resonance imaging (fMRI), using both task-based and resting-state data, for classification, facilitating identification of ASD biomarkers, and using these biomarkers for personalized outcome prediction for Pivotal Response…
From the public funding record at NIH RePORTER. Describes the funded project, not the reviews below.