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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Detalhes bibliográficos

Principais autores:	Enze Zhang, Boheng Zhang, Shaohan Hu, Fa Zhang, Zhiyong Liu, Xiaohua Wan
Formato:	Artigo
Idioma:	Inglês
Publicado em:	BMC 2021-06-01
coleção:	BMC Bioinformatics
Assuntos:	Protein pattern recognition DNNs Multi-class and multi-label Label imbalance High-throughput microscopy images
Acesso em linha:	https://doi.org/10.1186/s12859-021-04196-3
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