Mahfuzur Rahman Siddiquee, MD, Arizona State University, Phoenix, AZ, discusses migraine classification using deep learning on structural brain MRI data. With current advances in AI technology for medical applications, a deep learning network was utilized to determine any significant structural changes in brain MRI between migraine and healthy patients. This was verified through a deep learning classifier, exhibiting significant differences between the two groups. The study goal was to determine which brain regions differed in healthy controls to migraine patients – listing the pre-central, insular, and thalamus brain regions as being responsible for migraines. This interview took place during the 2022 American Headache Society (AHS) Annual Scientific Meeting in Denver, CO.