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Accurate identification of single-cell types via correntropy-based Sparse PCA combining hypergraph and fusion similarity

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The advent of single-cell RNA sequencing (scRNA-seq) technology enables researchers to gain deep insights into cellular heterogeneity. However, the high dimensionality and noise of scRNA-seq data pose significant challenges to clustering. Therefore, we propose... ...