Comput Biol Med 2021 May 9;134:104481. Epub 2021 May 9.
School of Computer Science and Engineering, Sun Yat-sen University, Guangzhou, 510000, China; Key Laboratory of Machine Intelligence and Advanced Computing (MOE), Sun Yat-sen University, Guangzhou, 510000, China. Electronic address:
Background: Genomic information is nowadays widely used for precise cancer treatments. Since the individual type of omics data only represents a single view that suffers from data noise and bias, multiple types of omics data are required for accurate cancer prognosis prediction. However, it is challenging to effectively integrate multi-omics data due to the large number of redundant variables but relatively small sample size. Read More