PSSP-MVIRT: peptide secondary structure prediction based on a multi-view deep learning architecture.

Cao, Xiao; He, Wenjia; Chen, Zitan; Li, Yifan; Wang, Kexin; Zhang, Hongbo; Wei, Lesong; Cui, Lizhen; Su, Ran; Wei, Leyi

Cao, Xiao; He, Wenjia; Chen, Zitan; Li, Yifan; Wang, Kexin; Zhang, Hongbo; Wei, Lesong; Cui, Lizhen; Su, Ran; Wei, Leyi.

Affiliation

Cao X; School of Software, Shandong University, Jinan, China.
He W; Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China.
Chen Z; School of Software, Shandong University, Jinan, China.
Li Y; Joint SDU-NTU Centre for Artificial Intelligence Research (C-FAIR), Shandong University, Jinan, China.
Wang K; School of Software, Shandong University, Jinan, China.
Zhang H; School of Software, Shandong University, Jinan, China.
Wei L; School of Software, Shandong University, Jinan, China.
Cui L; School of Software, Shandong University, Jinan, China.
Su R; Department of Computer Science, University of Tsukuba, Tsukuba 3058577, Japan.
Wei L; School of Software, Shandong University, Jinan, China.

Brief Bioinform ; 22(6)2021 11 05.

Article in En | MEDLINE | ID: mdl-34117740

Subject(s)

Algorithms; Computational Biology/methods; Deep Learning; Models, Molecular; Peptides/chemistry; Protein Structure, Secondary; Databases, Protein; Reproducibility of Results; Web Browser

Key words

feature representation; multi-view feature fusion; peptide secondary structure; transfer learning

Fulltext

XML

PubMed Links

Search on Google

Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Peptides / Algorithms / Models, Molecular / Protein Structure, Secondary / Computational Biology / Deep Learning Type of study: Prognostic_studies / Risk_factors_studies Language: En Journal: Brief Bioinform Journal subject: BIOLOGIA / INFORMATICA MEDICA Year: 2021 Type: Article Affiliation country: China

Fulltext

XML

PubMed Links

Search on Google