Abstract P-49: Determination of Relative Positions of Two Helices in Two-Helical Proteins Basing on X-ray Diffraction Data with the Use of Convolutional Neural Networks

Abstract P-49: Determination of Relative Positions of Two Helices in Two-Helical Proteins Basing on X-ray Diffraction Data with the Use of Convolutional Neural Networks

Background: Protein structure determination using X-ray free-electron laser (XFEL) includes analysis and merging a large number of snapshot diffraction patterns. Convolutional neural networks are widely used to solve numerous computer vision problems, e.g. image classification, and can be used for...

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Bibliographic Details
Main Authors: Valery Novoseletsky, Mikhail Lozhnikov, Grigoriy Armeev, Alexandr Kudriavtsev, Alexey Shaytan, Georgy Kobelkov, Konstantin Shaitan
Format: Article
Language:English
Published: International Medical Research and Development Corporation 2019-06-01
Series:International Journal of Biomedicine
Subjects:
X-ray crystallography
diffraction pattern
alpha-helices
convolutional neural networks
Online Access:http://ijbm.org/articles/IJBM_2019_9_S1_P49.pdf

Internet

http://ijbm.org/articles/IJBM_2019_9_S1_P49.pdf

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