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.

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Bibliographic Details
Main Authors: Anna Klimovskaia, David Lopez-Paz, Léon Bottou, Maximilian Nickel
Format: article
Language:EN
Published: Nature Portfolio 2020
Subjects:
Q
Online Access:https://doaj.org/article/d26503839ec34d59b49e180b57c33053
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