Dana Guglielmo, Sicha Chantaprasopsuk, Christi M Kay, Eric T Hyde, Chris Stewart, Julie A Gazmararian
Nutrition Policies, Practices, and Environments in Low-Income Georgia Elementary Schools, United States, 2015-2017
The Journal of school health
respiratory system cancer encompassing lung trachea bronchus cancer constitute substantial evolving public health challenge since pollution plays prominent cause development disease identifying substances harmful fundamental implementing policies aimed reducing exposure substances propose approach based explainable artificial intelligence xai based remote sensing data identify factors influence prediction standard mortality ratio smr respiratory system cancer italian provinces using environment socioeconomic data first identified 10 clusters provinces study smr variogram random forest regressor used learning compact representation data finally used xai identify features important predicting smr values machine learning analysis shows income o3 first three relevant features mortality type cancer provides guideline intervention priorities reducing risk factors