MINGLE: a mutual information-based interpretable framework for automatic cell type annotation in single-cell chromatin accessibility data

Abstract Single-cell chromatin accessibility sequencing (scCAS) has proven invaluable for investigating the intricate landscape of epigenomic heterogeneity. We propose MINGLE, a mutual information-based interpretable framework that leverages cellular similarities and topological structures for accur...

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Bibliographic Details
Main Authors: Siyu Li, Yifan Huang, Shengquan Chen
Format: Article
Language:English
Published: BMC 2025-06-01
Series:Genome Biology
Online Access:https://doi.org/10.1186/s13059-025-03603-9
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