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20232026
most citedK-Nearest-Neighbors Induced Topological PCA for scRNA Sequence Data Analysis

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math.AG2026

Data-Adaptive Grassmann Manifold Representations for Spatial Transcriptomics Alignment

Xiang Xiang Wang, Sean Cottrell, Guo-Wei Wei

Spatial transcriptomics measures gene expression together with spatial coordinates, but many existing analysis methods represent each spot primarily by a single feature vector. We…

q-bio.QM2026

Subspace Tensor Orthogonal Rotation Model (STORM) for Batch Alignment, Cell Type Deconvolution, and Gene Imputation in Spatial Transcriptomic Data

Sean Cottrell, Guo-Wei Wei, Longxiu Huang

Spatial transcriptomics data analysis integrates cellular transcriptional activity with spatial coordinates to identify spatial domains, infer cell-type dynamics, and characterize…