Adaptive total variation constraint hypergraph regularized NMF for single-cell RNA-seq data analysis

Background: Single-cell RNA sequencing (scRNA-seq) data provides a whole new view to study disease and cell differentiation development. With the explosive increment of scRNA-seq data, effective models are demanded for mining the intrinsic biological information. Methods: This paper proposes a novel...

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Bibliographic Details
Main Authors: Kong, X.-Z (Author), Liu, J.-X (Author), Wang, C.-Y (Author), Zhang, X.-N (Author), Zhu, Y.-L (Author)
Format: Article
Language:English
Published: Higher Education Press Limited Company 2021
Subjects:
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