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Analysis of several key factors influencing deep learning-based inter-residue contact prediction

MOTIVATION: Deep learning has become the dominant technology for protein contact prediction. However, the factors that affect the performance of deep learning in contact prediction have not been systematically investigated. RESULTS: We analyzed the results of our three deep learning-based contact pr...

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Detalles Bibliográficos
Autores principales: Wu, Tianqi, Hou, Jie, Adhikari, Badri, Cheng, Jianlin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7703788/
https://www.ncbi.nlm.nih.gov/pubmed/31504181
http://dx.doi.org/10.1093/bioinformatics/btz679