Poincaré maps for analyzing complex hierarchies in single-cell data
The discovery of hierarchies in biological processes is central to developmental biology. Here the authors propose Poincaré maps, a method based on hyperbolic geometry to discover continuous hierarchies from pairwise similarities.
Main Authors: | Anna Klimovskaia, David Lopez-Paz, Léon Bottou, Maximilian Nickel |
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Format: | Article |
Language: | English |
Published: |
Nature Publishing Group
2020-06-01
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Series: | Nature Communications |
Online Access: | https://doi.org/10.1038/s41467-020-16822-4 |
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