MINGLE: A mutual information-based interpretable framework for automatic cell type annotation in single-cell chromatin accessibility data
Project description
MINGLE is an a mutual information-based interpretable framework that leverages similarities and topological structures among cells for accurate cell type annotation. Additionally, we introduce a convex hull-based identification strategy to effectively identify novel cell types.
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