Article
Classifying aneuploidy in genotype intensity data using deep learning.
Journal of animal breeding and genetics = Zeitschrift fur Tierzuchtung und Zuchtungsbiologie - 1 May 2023
Bouwman Aniek C, Hulsegge Ina, Hawken Rachel J, Henshall John M, Veerkamp Roel F, Schokker Dirkjan, Kamphuis Claudia
Abstract excerpt
Aneuploidy is the loss or gain of one or more chromosomes. Although it is a rare phenomenon in liveborn individuals, it is observed in livestock breeding populations. These breeding populations are often routinely genotyped and the genotype intensity data from single nucleotide polymorphism (SNP) arrays can be exploited to identify aneuploidy cases. This identification is a time-consuming and costly task, because...
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