Multi-view Multichannel Attention Graph Convolutional Network for miRNA–disease association prediction

• Published in: Briefings in bioinformatics Vol. 22; no. 6
• Main Authors: Tang, Xinru, Luo, Jiawei, Shen, Cong, Lai, Zihan
• Format: Journal Article
• Language: English
• Published: England 05.11.2021
• Subjects: Algorithms; Biomarkers; Computational Biology - methods; Databases, Genetic; Disease Susceptibility; Humans; MicroRNAs - genetics; Neural Networks, Computer; ROC Curve; Web Browser; multiview; deep learning; miRNA–disease associations; graph convolutional networks

Motivation: In recent years, a growing number of studies have proved that microRNAs (miRNAs) play significant roles in the development of human complex diseases. Discovering the associations between miRNAs and diseases has become an important part of the discovery and treatment of disease. Since unc...