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

• المؤلفون الرئيسيون: Wang, Conghao, Lue, Wu, Kaalia, Rama, Kumar, Parvin, Rajapakse, Jagath Chandana
• مؤلفون آخرون: School of Computer Science and Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2023
• الموضوعات: Engineering::Computer science and engineering; Machine Learning; Neuroblastoma
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/165524
• المؤسسة: 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...