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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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Veröffentlicht in:BMC Bioinformatics
Hauptverfasser: Wang, Yang, Li, Zhanchao, Zhang, Yanfei, Ma, Yingjun, Huang, Qixing, Chen, Xingyu, Dai, Zong, Zou, Xiaoyong
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2021
Schlagworte:
Online Zugang: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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