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Deep Convolutional Neural Networks for Detecting Secondary Structures in Protein Density Maps from Cryo-Electron Microscopy

The detection of secondary structure of proteins using three dimensional (3D) cryo-electron microscopy (cryo-EM) images is still a challenging task when the spatial resolution of cryo-EM images is at medium level (5–10Å ). Prior researches focused on the usage of local features that may not capture...

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Detaylı Bibliyografya
Yayımlandı:Proceedings (IEEE Int Conf Bioinformatics Biomed)
Asıl Yazarlar: Li, Rongjian, Si, Dong, Zeng, Tao, Ji, Shuiwang, He, Jing
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2017
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC5952046/
https://ncbi.nlm.nih.gov/pubmed/29770260
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/BIBM.2016.7822490
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