Abdullah Lakhan, Mazin Abed Mohammed, Karrar Hameed Abdulkareem, Hassen Hamouda, Saleh Alyahya
Autism Spectrum Disorder detection framework for children based on federated learning integrated CNN-LSTM
Computers in biology and medicine
national immunization policy united states strictness regulations allowing vaccine exemption school attendance varies greatly state despite substantial evidence safety health benefits immunization recent upsurge skepticism amongst parents regarding vaccine safety efficacy children measure effect strictness immunization policy enrollment rates school aged children utilize fixed effects regression construct panel data county level enrollment rate county characteristics american community survey utilize recently validated measure state vaccination policy effectiveness identify level strictness amongst states given positive effects early education childs future paired importance public health understanding outcomes may interest policymakers find children exit 3and 4yearold age cohort enter 5to 9yearold cohort stricter vaccination policy positive effect overall enrollment specifically public school enrollment also find female 3and 4yearolds enrollment negatively affected policy strictness male counterparts