Network-based integration of multi-omics data for clinical outcome prediction in neuroblastoma

• Main Authors: Wang, Conghao, Lue, Wu, Kaalia, Rama, Kumar, Parvin, Rajapakse, Jagath Chandana
• Other Authors: School of Computer Science and Engineering
• Format: Article
• Language: English
• Published: 2023
• Subjects: Engineering::Computer science and engineering; Machine Learning; Neuroblastoma
• Online Access: https://hdl.handle.net/10356/165524
• Institution: Nanyang Technological University

Multi-omics data are increasingly being gathered for investigations of complex diseases such as cancer. However, high dimensionality, small sample size, and heterogeneity of different omics types pose huge challenges to integrated analysis. In this paper, we evaluate two network-based approaches for...