Poincaré maps for analyzing complex hierarchies in single-cell data

Autor: Anna Klimovskaia, David Lopez-Paz, Léon Bottou, Maximilian Nickel
Jazyk: angličtina
Rok vydání: 2020
Předmět:
Zdroj: Nature Communications, Vol 11, Iss 1, Pp 1-9 (2020)
Druh dokumentu: article
ISSN: 2041-1723
DOI: 10.1038/s41467-020-16822-4
Popis: 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.
Databáze: Directory of Open Access Journals