DeepJIVE: Learning Joint and Individual Variation Explained from Multimodal Data Using Deep Learning

Matthew Drexler, Benjamin Risk, James J Lah +2

Conventional multimodal data integration methods provide a comprehensive assessment of the shared or unique structure within each individual data type but suffer from several limit…