[Article] Multidataset Independent Subspace Analysis With Application to Multimodal Fusion

Summary: They tried to take advantage of the complex multidimensional subspace structures that capture underlying modes of shared and unique variability across and within datasets. They designed a new method called multi dataset independent subspace analysis (MISA) that leverages joint information from multiple heterogeneous datasets in a flexible and synergistic fashion.

Silva, Rogers F., et al. “Multidataset independent subspace analysis with application to multimodal fusion.” IEEE Transactions on Image Processing 30 (2020): 588-602.