Articles with "unified hierarchical" as a keyword



uHAF: a unified hierarchical annotation framework for cell type standardization and harmonization

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Published in 2025 at "Bioinformatics"

DOI: 10.1093/bioinformatics/btaf149

Abstract: Abstract Summary In single-cell transcriptomics, inconsistent cell type annotations due to varied naming conventions and hierarchical granularity impede data integration, machine learning applications, and meaningful evaluations. To address this challenge, we developed the unified Hierarchical… read more here.

Keywords: annotation framework; cell; hierarchical annotation; unified hierarchical ... See more keywords