Deanna M Hoelscher, Cristina Barroso, Andrew Springer, Brian Castrucci, Steven H Kelder
Prevalence of self-reported activity and sedentary behaviors among 4th-, 8th-, and 11th-grade Texas public school children: the school physical activity and nutrition study
Journal of physical activity & health
study focuses complex interplay healthcare economic factors population dynamics addressing research gap regionallevel models integrate diverse features within temporal framework primary objective develop advanced temporal model predicting cardiovascular mortality russian regions integrating global local healthcare features economic population dynamics utilizing dataset almazov centers department mortality performance monitoring covering 94 regions 752 records january 1 2015 december 31 2023 analysis incorporates key parameters angioplasty procedures population morbidity rates ischemic heart disease ihd cardiovascular diseases cvd monitoring demographic data employing xgboost regression model methodology ensures models robustness generalizability