Automatic cell-type harmonization and integration across Human Cell Atlas datasets

Harmonizing cell types across the single-cell community and assembling them into a common framework is central to building a standardized Human Cell Atlas. Here, we present CellHint, a predictive clustering tree-based tool to resolve cell-type differences in annotation resolution and technical biase...

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Bibliographic Details

Published in:	Cell Vol. 186; no. 26; p. 5876
Main Authors:	Xu, Chuan, Prete, Martin, Webb, Simone, Jardine, Laura, Stewart, Benjamin J, Hoo, Regina, He, Peng, Meyer, Kerstin B, Teichmann, Sarah A
Format:	Journal Article
Language:	English
Published:	United States 21.12.2023
Subjects:	organ atlas single cell cell hierarchy cell-type harmonization Human Cell Atlas predictive clustering tree machine learning data integration harmonization graph
ISSN:	1097-4172, 1097-4172
Online Access:	Get more information
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