Graph neural networks with multiple prior knowledge for multi-omics data analysis

• Main Authors: Xiao, Shunxin, Lin, Huibin, Wang, Conghao, Wang, Shiping, Rajapakse, Jagath Chandana
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Multi-Omics Data; Graph Neural Networks
• Online Access: https://hdl.handle.net/10356/171101
• Institution: Nanyang Technological University

With the development of biotechnology, a large amount of multi-omics data have been collected for precision medicine. There exists multiple graph-based prior biological knowledge about omics data, such as gene-gene interaction networks. Recently, there has been an increasing interest in introducing...