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

• Main Authors: LONG, Yahui, WU, Min, LIU, Yong, FANG, Yuan, KWOH, Chee Kong, LUO, Jiawei, LI, Xiaoli
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2022
• Subjects: Data Storage Systems; OS and Networks
• Online Access: https://ink.library.smu.edu.sg/sis_research/7158; https://ink.library.smu.edu.sg/context/sis_research/article/8161/viewcontent/BIBM.pdf
• Institution: Singapore Management 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 links in biomedical networks is important for understanding the pathological mechanisms of various complex human dise...