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Computers in Biology and Medicine|April 28, 2024
K-nearest-neighbors induced topological PCA for single cell RNA-sequence data analysisSean Cottrell, Yuta Hozumi, Guo-Wei WeiArxiv|November 14, 2023
K-Nearest-Neighbors Induced Topological PCA for Single Cell RNA-Sequence Data AnalysisSean Cottrell, Yuta Hozumi, Guo-Wei WeiComputers in Biology and Medicine|February 29, 2024
Multiscale differential geometry learning of networks with applications to single-cell RNA sequencing dataHongsong Feng, Sean Cottrell, Yuta Hozumi, et al.Plos One|December 13, 2024
Analyzing scRNA-seq data by CCP-assisted UMAP and tSNEYuta Hozumi, Guo-Wei WeiJournal of Computational and Applied Mathematics|March 11, 2024
Analyzing Single Cell RNA Sequencing with Topological Nonnegative Matrix FactorizationYuta Hozumi, Guo-Wei WeiAdvanced Science (Weinheim, Baden-Wurttemberg, Germany)|September 15, 2025
Multiscale Cell-Cell Interactive Spatial Transcriptomics AnalysisSean Cottrell, Guo-Wei WeiResearch Square|January 13, 2025
Multiscale Cell-Cell Interactive Spatial Transcriptomics AnalysisSean Cottrell, Guo-Wei WeiMachine Learning: Science and Technology|June 26, 2026
Correlated clustering and projection for dimensionality reductionYuta Hozumi, Rui Wang, Guo-Wei WeiJournal of Chemical Information and Modeling|July 4, 2023
Preprocessing of Single Cell RNA Sequencing Data Using Correlated Clustering and ProjectionYuta Hozumi, Kiyoto Aramis Tanemura, Guo-Wei WeiJournal of Chemical Information and Modeling|September 22, 2023
PLPCA: Persistent Laplacian-Enhanced PCA for Microarray Data AnalysisSean Cottrell, Rui Wang, Guo-Wei WeiPageof 27