There has been one prior investigation using ML with post-traumatic headache (13), finding that adults with persistent PTH were best classified, on average, from persons with migraine using both questionnaire and imaging data (average accuracy was 78.05%); however, this did not address clinical from non-clinical participants. This evidence concerns the gene PTH and migraine disorder.