Predicting phenotypes of asthma and eczema with machine learning - Prosperi, Mattia CF; Marinho, Susana; Simpson, Angela; Custovic, Adnan; Buchan, Iain E (BMC medical genomics, 2014)
Keywords: Adult; Allergies; Artificial Intelligence; Asthma; Asthma - diagnosis; Asthma - genetics; Bioinformatics; Biomedical and Life Sciences; Biomedicine; Charitable foundations; Computational Biology - methods; Disease; Dust; Eczema - diagnosis; Eczema - genetics; Environment; Female; Gene Expression; Houses; Human Genetics; Humans; Linear Models; Male; Microarrays; Nonlinear Dynamics; Phenotype; Population; Precision Medicine; Studies; allergen; diagnostics; lung function; wheeze; eczema; model selection; single nucleotide polymorphisms; machine learning; Asthma