iProDNA-CapsNet: identifying protein-DNA binding residues using capsule neural networks

iProDNA-CapsNet: identifying protein-DNA binding residues using capsule neural networks

Abstract Background Since protein-DNA interactions are highly essential to diverse biological events, accurately positioning the location of the DNA-binding residues is necessary. This biological issue, however, is currently a challenging task in the age of post-genomic where data on protein sequenc...

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Bibliographic Details
Main Authors: Binh P. Nguyen, Quang H. Nguyen, Giang-Nam Doan-Ngoc, Thanh-Hoang Nguyen-Vo, Susanto Rahardja
Format: Article
Language:English
Published: BMC 2019-12-01
Series:BMC Bioinformatics
Subjects:
Protein-DNA interaction
Residue
Prediction
PSSM
Capsule neural network
Deep learning
Online Access:https://doi.org/10.1186/s12859-019-3295-2

Internet

https://doi.org/10.1186/s12859-019-3295-2

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