A technical review of multi-omics data integration methods: from classical statistical to deep generative approaches

Ana R. Baião, Zhaoxiang Cai, Rebecca C Poulos +5

The rapid advancement of high-throughput sequencing and other assay technologies has resulted in the generation of large and complex multi-omics datasets, offering unprecedented op…