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2024
Integrating Multi-omics Data for Alzheimer’s Disease to Explore Its Biomarkers Via the Hypergraph-Regularized Joint Deep Semi-Non-Negative Matrix Factorization Algorithm
Journal of Molecular Neuroscience
2023
GoM DE: interpreting structure in sequence count data with differential expression analysis allowing for grades of membership
Genome Biology
2023
Clustering single-cell multimodal omics data with jrSiCKLSNMF
Frontiers in Genetics
2023
scGMM-VGAE: a Gaussian mixture model-based variational graph autoencoder algorithm for clustering single-cell RNA-seq data
Machine Learning: Science and Technology
2022
scINSIGHT for interpreting single-cell gene expression from biologically heterogeneous data
Genome Biology
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