Evaluation and comparison of multi-omics data integration methods for cancer subtyping
Fig 1
Summary of the data type selection of existing integration methods.
(A) Multi-omics data usage of different integration methods. (B) The usage frequency of each omic data type. We use “Methy”, “mRNA”, “miRNA” and “protein” to represent DNA methylation, mRNA expression, miRNA expression, and protein expression, respectively. (C) The usage frequency of different omics combinations. We use “G”, “E”, “T”, “P” and “O” to represent genomics, epigenomics, transcriptomics, proteomics, and others, respectively.