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A Template-Based Protein Structure Reconstruction Method Using Deep Autoencoder Learning

Protein structure prediction is an important problem in computational biology, and is widely applied to various biomedical problems such as protein function study, protein design, and drug design. In this work, we developed a novel deep learning approach based on a deeply stacked denoising autoencod...

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Detalles Bibliográficos
Autores principales: Li, Haiou, Lyu, Qiang, Cheng, Jianlin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5658031/
https://www.ncbi.nlm.nih.gov/pubmed/29081613
http://dx.doi.org/10.4172/jpb.1000419