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Chromatin accessibility prediction via convolutional long short-term memory networks with k-mer embedding

MOTIVATION: Experimental techniques for measuring chromatin accessibility are expensive and time consuming, appealing for the development of computational approaches to predict open chromatin regions from DNA sequences. Along this direction, existing methods fall into two classes: one based on handc...

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Detalles Bibliográficos
Autores principales: Min, Xu, Zeng, Wanwen, Chen, Ning, Chen, Ting, Jiang, Rui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5870572/
https://www.ncbi.nlm.nih.gov/pubmed/28881969
http://dx.doi.org/10.1093/bioinformatics/btx234

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