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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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Detalles Bibliográficos
Autores principales: Wang, Yang, Li, Zhanchao, Zhang, Yanfei, Ma, Yingjun, Huang, Qixing, Chen, Xingyu, Dai, Zong, Zou, Xiaoyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8042949/
https://www.ncbi.nlm.nih.gov/pubmed/33845759
http://dx.doi.org/10.1186/s12859-021-04111-w