Disease progression based feature screening for ultrahigh-dimensional survival-associated biomarkers

• Main Authors: Peng, Mengjiao, Xiang, Liming
• Other Authors: School of Physical and Mathematical Sciences
• Format: Article
• Language: English
• Published: 2023
• Subjects: Science::Mathematics; Conditional Survival Function; Correlation Rank
• Online Access: https://hdl.handle.net/10356/168891
• Institution: Nanyang Technological University

The increased availability of ultrahigh-dimensional biomarker data and the high demand of identifying biomarkers importantly related to survival outcomes made feature screening methods commonplace in the analysis of cancer genome data. When survival outcomes include endpoints of overall survival (OS...