scMoMaT jointly performs single cell mosaic integration and multi-modal bio-marker detection
Many methods for single cell data integration have been developed, though mosaic integration remains challenging. Here the authors present scMoMaT, a mosaic integration method for single cell multi-modality data from multiple batches, that jointly learns cell representations and marker features acro...
Main Authors: | , , , , , , , , , |
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Format: | Article |
Language: | English |
Published: |
Nature Portfolio
2023-01-01
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Series: | Nature Communications |
Online Access: | https://doi.org/10.1038/s41467-023-36066-2 |