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.

Bibliographic Details
Main Authors: Anna Klimovskaia, David Lopez-Paz, Léon Bottou, Maximilian Nickel
Format: Article
Language:English
Published: Nature Publishing Group 2020-06-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-020-16822-4