Multiobjective grammar-based genetic programming applied to the study of asthma and allergy epidemiology.

Rafael Valente VeigaHelio J C BarbosaHeder S BernardinoJoão M FreitasCaroline A FeitosaSheila M A MatosNeuza M Alcântara-NevesMaurício L Barreto

Published in: BMC bioinformatics (2018)

MGGP has shown that infections, psychosocial, nutritional, hygiene, and socioeconomic factors may be related in such an intricate way, that could be hardly detected using traditional regression based epidemiological techniques. The algorithm MGGP was implemented in c ++ and is available on repository: http://bitbucket.org/ciml-ufjf/ciml-lib .

Keyphrases

chronic obstructive pulmonary disease
machine learning
mental health
risk factors
lung function
deep learning
genome wide
dna methylation
cystic fibrosis
air pollution
infectious diseases
oral health
drug induced