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cnnLSV: detecting structural variants by encoding long-read alignment information and convolutional neural network

BACKGROUND: Genomic structural variant detection is a significant and challenging issue in genome analysis. The existing long-read based structural variant detection methods still have space for improvement in detecting multi-type structural variants. RESULTS: In this paper, we propose a method call...

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Detalles Bibliográficos
Autores principales: Ma, Huidong, Zhong, Cheng, Chen, Danyang, He, Haofa, Yang, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10045035/
https://www.ncbi.nlm.nih.gov/pubmed/36977976
http://dx.doi.org/10.1186/s12859-023-05243-x