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

Binh P NguyenQuang H NguyenGiang-Nam Doan-NgocThanh-Hoang Nguyen-VoSusanto Rahardja

Published in: BMC bioinformatics (2019)

According to all evaluation metrics under various decision thresholds, iProDNA-CapsNet shows better performance compared to the two current best models (BindN and TargetDNA). Our proposed approach also shows that CapsNet can potentially be used and adopted in other biological applications.

Keyphrases

dna binding
neural network
transcription factor
protein protein
amino acid
decision making
small molecule