Briefings in Bioinformatics • Vol 23 • No 6
Predicting ncRNA–protein interactions based on dual graph convolutional network and pairwise learning
August 2022 • Linlin Zhuo, Bosheng Song, yuansheng liu, Zejun Li, Xiangzheng Fu
Abstract Noncoding RNAs (ncRNAs) have recently attracted considerable attention due to their key roles in biology. The ncRNA–proteins interaction (NPI) is often explored to reveal some biological activities that ncRNA may affect, such as biological traits, diseases, etc. Traditional experimental methods can accomplish this work but are often labor-intensive and expensive. Machine learning and deep learning methods have achieved great success by exploiting sufficient sequence or structure information. Graph Neural …