GiniClust2: a cluster-aware, weighted ensemble clustering method for cell-type detection

GiniClust2: a cluster-aware, weighted ensemble clustering method for cell-type detection

Abstract Single-cell analysis is a powerful tool for dissecting the cellular composition within a tissue or organ. However, it remains difficult to detect rare and common cell types at the same time. Here, we present a new computational method, GiniClust2, to overcome this challenge. GiniClust2 comb...

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Bibliographic Details
Main Authors: Daphne Tsoucas, Guo-Cheng Yuan
Format: Article
Language:English
Published: BioMed Central 2018-05-01
Series:Genome Biology
Subjects:
Clustering
Consensus clustering
Ensemble clustering
Single-cell
scRNA-seq
Gini index
Online Access:http://link.springer.com/article/10.1186/s13059-018-1431-3

Internet

http://link.springer.com/article/10.1186/s13059-018-1431-3

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