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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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Publicat a:Genes (Basel)
Autors principals: Chen, Junjie, Shi, Xinghua
Format: Artigo
Idioma:Inglês
Publicat: MDPI 2019
Matèries:
Accés en línia:https://ncbi.nlm.nih.gov/pmc/articles/PMC6769581/
https://ncbi.nlm.nih.gov/pubmed/31466333
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/genes10090652
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