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Sparse Convolutional Denoising Autoencoders for Genotype Imputation

Genotype imputation, where missing genotypes can be computationally imputed, is an essential tool in genomic analysis ranging from genome wide associations to phenotype prediction. Traditional genotype imputation methods are typically based on haplotype-clustering algorithms, hidden Markov models (H...

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Detalles Bibliográficos
Autores principales: Chen, Junjie, Shi, Xinghua
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6769581/
https://www.ncbi.nlm.nih.gov/pubmed/31466333
http://dx.doi.org/10.3390/genes10090652