Predicting self-perceived general health status using machine learning: an external exposome study

[1] Benyamini Y(2011)Why does self-rated health predict mortality? An update on current knowledge and a research agenda for psychologists Psychol Health 26 1407-1413

[2] Idler EL(1997)Self-rated health and mortality: a review of twenty-seven community studies J Health Soc Behav 38 21-37

[3] Benyamini Y(1999)Do risk factors and health behaviours contribute to self-ratings of health? Soc Sci Med 48 1713-1720

[4] Manderbacka K(2011)Perceived neighborhood environment affecting physical and mental health: a study with Korean American older adults in New York City J Immigr Minor Health 13 1005-1012

[5] Lundberg O(2019)Residential surrounding green, air pollution, traffic noise and self-perceived general health Environ Res 179 6139-294

[6] Martikainen P(2021)Self-rated health in individuals with and without disease is associated with multiple biomarkers representing multiple biological domains Sci Rep 11 279-1850

[7] Roh S(2017)Informatics and Data Analytics to Support Exposome-Based Discovery for Public Health Annu Rev Public Health 38 1847-2

[8] Jang Y(2005)Complementing the genome with an "exposome": the outstanding challenge of environmental exposure measurement in molecular epidemiology Cancer Epidemiol Biomarkers Prev 14 1-2239

[9] Chiriboga DA(2014)The nature of nurture: refining the definition of the exposome Toxicol Sci 137 270-130

[10] Kwag KH(2018)Random forest versus logistic regression: a large-scale benchmark experiment BMC Bioinformatics 19 2222-26

[1] Benyamini Y(2011)Why does self-rated health predict mortality? An update on current knowledge and a research agenda for psychologists Psychol Health 26 1407-1413

[2] Idler EL(1997)Self-rated health and mortality: a review of twenty-seven community studies J Health Soc Behav 38 21-37

[3] Benyamini Y(1999)Do risk factors and health behaviours contribute to self-ratings of health? Soc Sci Med 48 1713-1720

[4] Manderbacka K(2011)Perceived neighborhood environment affecting physical and mental health: a study with Korean American older adults in New York City J Immigr Minor Health 13 1005-1012

[5] Lundberg O(2019)Residential surrounding green, air pollution, traffic noise and self-perceived general health Environ Res 179 6139-294

[6] Martikainen P(2021)Self-rated health in individuals with and without disease is associated with multiple biomarkers representing multiple biological domains Sci Rep 11 279-1850

[7] Roh S(2017)Informatics and Data Analytics to Support Exposome-Based Discovery for Public Health Annu Rev Public Health 38 1847-2

[8] Jang Y(2005)Complementing the genome with an "exposome": the outstanding challenge of environmental exposure measurement in molecular epidemiology Cancer Epidemiol Biomarkers Prev 14 1-2239

[9] Chiriboga DA(2014)The nature of nurture: refining the definition of the exposome Toxicol Sci 137 270-130

[10] Kwag KH(2018)Random forest versus logistic regression: a large-scale benchmark experiment BMC Bioinformatics 19 2222-26