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A Deep Learning Approach for Detecting Copy Number Variation in Next-Generation Sequencing Data

Copy number variants (CNV) are associated with phenotypic variation in several species. However, properly detecting changes in copy numbers of sequences remains a difficult problem, especially in lower quality or lower coverage next-generation sequencing data. Here, inspired by recent applications o...

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Detalles Bibliográficos
Autores principales: Hill, Tom, Unckless, Robert L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Genetics Society of America 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6829143/
https://www.ncbi.nlm.nih.gov/pubmed/31455677
http://dx.doi.org/10.1534/g3.119.400596