Multi-labelled proteins recognition for high-throughput microscopy images using deep convolutional neural networks

Abstract Background Proteins are of extremely vital importance in the human body, and no movement or activity can be performed without proteins. Currently, microscopy imaging technologies developed rapidly are employed to observe proteins in various cells and tissues. In addition, due to the complex...

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Bibliographic Details
Main Authors: Enze Zhang, Boheng Zhang, Shaohan Hu, Fa Zhang, Zhiyong Liu, Xiaohua Wan
Format: Article
Language:English
Published: BMC 2021-06-01
Series:BMC Bioinformatics
Subjects:
Online Access:https://doi.org/10.1186/s12859-021-04196-3