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Identifying disease genes using machine learning and gene functional similariti...
Asif, M.; Martiniano, H.F.M.C.M.; Vicente, A.M.; Couto, F.M.Identifying disease genes from a vast amount of genetic data is one of the most challenging tasks in the post-genomic era. Also, complex diseases present highly heterogeneous genotype, which difficult biological marker identification. Machine learning methods are widely used to identify these markers, but their performance is highly dependent upon the size and quality of available data. In this study, we demons...
Date: 2018
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Origin: Repositório Científico do Instituto Nacional de Saúde