Pre-training graph neural networks for link prediction in biomedical networks

• Main Authors: Long, Yahui, Wu, Min, Liu, Yong, Fang, Yuan, Kwoh, Chee Keong, Chen, Jinmiao, Luo, Jiawei, Li, Xiaoli
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2022
• Subjects: Engineering::Computer science and engineering; Neural Networks; Biomedical Networks
• Online Access: https://hdl.handle.net/10356/162781
• Institution: Nanyang Technological University

Motivation: Graphs or networks are widely utilized to model the interactions between different entities (e.g. proteins, drugs, etc.) for biomedical applications. Predicting potential interactions/links in biomedical networks is important for understanding the pathological mechanisms of various compl...