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Performance improvement for a 2D convolutional neural network by using SSC encoding on protein–protein interaction tasks

BACKGROUND: The interactions of proteins are determined by their sequences and affect the regulation of the cell cycle, signal transduction and metabolism, which is of extraordinary significance to modern proteomics research. Despite advances in experimental technology, it is still expensive, labori...

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Detalhes bibliográficos
Publicado no:BMC Bioinformatics
Main Authors: Wang, Yang, Li, Zhanchao, Zhang, Yanfei, Ma, Yingjun, Huang, Qixing, Chen, Xingyu, Dai, Zong, Zou, Xiaoyong
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8042949/
https://ncbi.nlm.nih.gov/pubmed/33845759
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-021-04111-w
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