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The application of deep learning for the classification of correct and incorrect SNP genotypes from whole-genome DNA sequencing pipelines
A downside of next-generation sequencing technology is the high technical error rate. We built a tool, which uses array-based genotype information to classify next-generation sequencing–based SNPs into the correct and the incorrect calls. The deep learning algorithms were implemented via Keras. Seve...
| Autores principales: | , , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer Berlin Heidelberg
2020
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7652806/ https://www.ncbi.nlm.nih.gov/pubmed/32996082 http://dx.doi.org/10.1007/s13353-020-00586-0 |