Predicting protein inter-residue contacts using composite likelihood maximization and deep learning.

Haicang ZhangQi ZhangFusong JuJianwei ZhuYujuan GaoZiwei XieMinghua DengShiwei SunWei-Mou ZhengDongbo Bu

Published in: BMC bioinformatics (2019)

Composite likelihood maximization algorithm can efficiently estimate the parameters of Markov Random Fields and can improve the prediction accuracy of protein inter-residue contacts.

Keyphrases

deep learning
amino acid
machine learning
protein protein
binding protein
artificial intelligence
small molecule
neural network