Paired single-cell multi-omics data integration with Mowgli

Abstract The profiling of multiple molecular layers from the same set of cells has recently become possible. There is thus a growing need for multi-view learning methods able to jointly analyze these data. We here present Multi-Omics Wasserstein inteGrative anaLysIs (Mowgli), a novel method for the...

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Bibliographic Details
Main Authors: Geert-Jan Huizing, Ina Maria Deutschmann, Gabriel Peyré, Laura Cantini
Format: Article
Language:English
Published: Nature Portfolio 2023-11-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-023-43019-2