HIGHLIGHTS
- who: Kai Cao from the (UNIVERSITY) have published the research work: A unified computational framework for single-cell data integration with optimal transport, in the Journal: (JOURNAL) of 15/06/2022
- what: The authors demonstrate the capability of uniPort by applying it to integrate a variety of datasets, including single-cell transcriptomics, chromatin accessibility, and spatially resolved transcriptomic data. To overcome the limitation thwarting conventional VAE for single-cell heterogeneous and/or unpaired data integration, the authors propose a unified computational framework by combining a coupled variational autoencoder (coupled-VAE) and Minibatch Unbalanced OT (Minibatch . . .
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