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

Wang, Yang; Li, Zhanchao; Zhang, Yanfei; Ma, Yingjun; Huang, Qixing; Chen, Xingyu; Dai, Zong; Zou, Xiaoyong

Wang, Yang; Li, Zhanchao; Zhang, Yanfei; Ma, Yingjun; Huang, Qixing; Chen, Xingyu; Dai, Zong; Zou, Xiaoyong.

Afiliação

Wang Y; School of Chemistry, Sun Yat-Sen University, Guangzhou, 510275, People's Republic of China.
Li Z; School of Chemistry and Chemical Engineering, Guangdong Pharmaceutical University, Guangzhou, 510006, People's Republic of China.
Zhang Y; School of Chemistry, Sun Yat-Sen University, Guangzhou, 510275, People's Republic of China.
Ma Y; School of Chemistry, Sun Yat-Sen University, Guangzhou, 510275, People's Republic of China.
Huang Q; School of Chemistry and Chemical Engineering, Guangdong Pharmaceutical University, Guangzhou, 510006, People's Republic of China.
Chen X; School of Chemistry and Chemical Engineering, Guangdong Pharmaceutical University, Guangzhou, 510006, People's Republic of China.
Dai Z; School of Chemistry, Sun Yat-Sen University, Guangzhou, 510275, People's Republic of China.
Zou X; Research Institute of Sun Yat-Sen University in Shenzhen, Shenzhen, 518000, People's Republic of China.

BMC Bioinformatics ; 22(1): 184, 2021 Apr 12.

Article em En | MEDLINE | ID: mdl-33845759

Assuntos

Redes Neurais de Computação; Software; Sequência de Aminoácidos; Biologia Computacional; Simulação de Acoplamento Molecular

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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Software / Redes Neurais de Computação Tipo de estudo: Prognostic_studies Idioma: En Revista: BMC Bioinformatics Assunto da revista: INFORMATICA MEDICA Ano de publicação: 2021 Tipo de documento: Article

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