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Predicting Protein-Protein Interactions from Matrix-Based Protein Sequence Using Convolution Neural Network and Feature-Selective Rotation Forest

Protein is an essential component of the living organism. The prediction of protein-protein interactions (PPIs) has important implications for understanding the behavioral processes of life, preventing diseases, and developing new drugs. Although the development of high-throughput technology makes i...

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Detalles Bibliográficos
Autores principales: Wang, Lei, Wang, Hai-Feng, Liu, San-Rong, Yan, Xin, Song, Ke-Jian
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6614364/
https://www.ncbi.nlm.nih.gov/pubmed/31285519
http://dx.doi.org/10.1038/s41598-019-46369-4