Winnow-KAN: single-cell RNA-seq location recovery with small-gene-set spatial transcriptomics

Abstract Keywords: Cell mapping, Deep Learning, Kolmogorov-Arnold network, Single-cell RNA-seq, Spatial transcriptomics. Single-cell RNA sequencing (scRNA-seq) has revolutionized our understanding of cellular heterogeneity. However, its collection process prevents the investigation of tissue organiz...

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Bibliographic Details
Main Authors: Yuyang Zhang, Qihuang Zhang
Format: Article
Language:English
Published: BMC 2025-08-01
Series:BMC Bioinformatics
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Online Access:https://doi.org/10.1186/s12859-025-06243-9
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