Integrate multi-omics data with biological interaction networks using Multi-view Factorization AutoEncoder (MAE)

BMC Genomics

Table 3 Results using single -omics versus multi-omics on BLCA dataset

Model name	Average precision	AUC
Gene (single -omics)	0.532	0.688
miRNA (single -omics)	0.368	0.507
Protein (single -omics)	0.399	0.567
DNA Methylation (single -omics)	0.601	0.634
Combined multi-omics	0.664	0.740

ISSN: 1471-2164