大規模テンソルデータに適用可能なeinsumの開発 バイオインフォ分野におけるtidyなデータ解析の最新動向 Benchmarking principal component analysis for large-scale single-cell RNA-sequencing Predicting drug-induced transcriptome responses of a wide range of human cell lines by a novel tensor-train decomposition algorithm LRBase × scTensorで細胞間コミュニケーションの検出 非負値テンソル分解を用いた細胞間コミュニケーション検出 Exploring the phenotypic consequences of tissue specific gene expression variation inferred from GWAS summary statistics Identification of associations between genotypes and longitudinal phenotypes via temporally-constrained group sparse canonical correlation analysis A novel method for discovering local spatial clusters of genomic regions with functional relationships from contact maps 理化学研究所
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特別研究員 - 理化学研究所