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Pham TD, Ravi V, Fan C, Luo B, Sun XF. Tensor Decomposition of Largest Convolutional Eigenvalues Reveals Pathologic Predictive Power of RhoB in Rectal Cancer Biopsy. Am J Pathol 2023:S0002-9440(23)00039-1. [PMID: 36740183 DOI: 10.1016/j.ajpath.2023.01.007] [Reference Citation Analysis]
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Taguchi Y. Multiomics Data Analysis of Cancers Using Tensor Decomposition and Principal Component Analysis Based Unsupervised Feature Extraction. Studies in Big Data 2022. [DOI: 10.1007/978-981-16-9158-4_1] [Reference Citation Analysis]
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Dessie EY, Tsai JJP, Chang JG, Ng KL. A novel miRNA-based classification model of risks and stages for clear cell renal cell carcinoma patients. BMC Bioinformatics 2021;22:270. [PMID: 34058987 DOI: 10.1186/s12859-021-04189-2] [Cited by in Crossref: 5] [Cited by in F6Publishing: 6] [Article Influence: 2.5] [Reference Citation Analysis]
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Taguchi Y, Turki T. Novel feature selection method via kernel tensor decomposition for improved multi-omics data analysis.. [DOI: 10.1101/2021.05.21.445049] [Reference Citation Analysis]
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Taguchi Y, Turki T. Mathematical formulation and application of kernel tensor decomposition based unsupervised feature extraction. Knowledge-Based Systems 2021;217:106834. [DOI: 10.1016/j.knosys.2021.106834] [Cited by in Crossref: 2] [Cited by in F6Publishing: 2] [Article Influence: 1.0] [Reference Citation Analysis]
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Chang SM, Yang M, Lu W, Huang YJ, Huang Y, Hung H, Miecznikowski JC, Lu TP, Tzeng JY. Gene-Set Integrative Analysis of Multi-Omics Data Using Tensor-based Association Test. Bioinformatics 2021:btab125. [PMID: 33674827 DOI: 10.1093/bioinformatics/btab125] [Cited by in Crossref: 2] [Cited by in F6Publishing: 2] [Article Influence: 1.0] [Reference Citation Analysis]
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Taguchi Y, Turki T. Mathematical formulation and application of kernel tensor decomposition based unsupervised feature extraction.. [DOI: 10.1101/2020.10.09.333195] [Reference Citation Analysis]
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Taguchi Y, Turki T. Projection in genomic analysis: A theoretical basis to rationalize tensor decomposition and principal component analysis as feature selection tools.. [DOI: 10.1101/2020.10.02.324616] [Reference Citation Analysis]
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