MOCAT: Multi-Omics Integration with Auxiliary Classifiers Enhanced Autoencoder
Xiaohui Yao, Xiaohan Jiang, Haoran Luo, Hong Liang, Xiufen Ye, Yanhui Wei, Shan Cong
MOCAT improves multi-omics data integration using auxiliary classifiers and attention mechanisms, achieving better classification and biomarker discovery than existing methods.
BioData Mining · Mar 5, 2024Peer-reviewedGenetic & Genomic Medicine