Ronit Saban-Bezalel, Esther Ben-Itzchak, Ditza A Zachor
Friendship in Autism Spectrum Disorder Is Related to Diverse Developmental Changes Between Toddlerhood and Adolescence
Journal of autism and developmental disorders
health health care access united states plagued high inequality machine learning ml increasingly used clinical settings inform health care delivery decisions predict health care utilization using ml research tool understand health care disparities united states connected health outcomes access health care health system organization less common utilized 650 variables 24 different databases aggregated agency healthcare research quality social determinants health sdoh database used kmeansa nonhierarchical ml clustering methodto cluster countylevel data principal factor analysis created countylevel index values sdoh domain 2 health care domains health care infrastructure health care access logistic regression classification used identify primary drivers cluster classification efficient cluster classification consists 3 distinct clusters united states cluster highest life expectancy comprised 10 counties efficient ml clusters identify clusters widest health care disparities ml clustering using countylevel data shows health care infrastructure access primary drivers cluster composition