6 citations · 6 across the 4 of their papers we have counts for
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Mathematical AI Predicts 40% and 57% Influenza Vaccine Effectiveness Against H1N1 and H3N2, Respectively, for the 2026--2027 U.S. Season
Xiang Xiang Wang, Guo-Wei Wei
Background: Clinical influenza vaccine effectiveness (VE) has often been low over the past two decades, highlighting the need for preseason VE forecasting. Timely forecasts could h…
GrassTop: Grassmannian k-mer Topology for Viral Classification and Phylogenetic Analysis
Xiang Xiang Wang, Guo-Wei Wei
We introduce GrassTop, a genome representation that integrates Grassmann manifolds and algebraic topology for viral classification and phylogenetic analysis. The framework begins b…
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…
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…