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A new advanced in silico drug discovery method for novel coronavirus (SARS-CoV-2) with tensor decomposition-based unsupervised feature extraction

PloS one, 2020-09, Vol.15 (9), p.e0238907-e0238907

2020

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Tensor decomposition-based and principal-component-analysis-based unsupervised feature extraction applied to the gene expression and methylation profiles in the brains of social insects with multiple castes

BMC bioinformatics, 2018-05, Vol.19 (Suppl 4), p.99-99, Article 99

Taguchi, Y-H

2018

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Identification of candidate drugs using tensor-decomposition-based unsupervised feature extraction in integrated analysis of gene expression between diseases and DrugMatrix datasets

Scientific reports, 2017-10, Vol.7 (1), p.13733-16, Article 13733

Taguchi, Y-H

2017

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Relational patterns of gene expression via non-metric multidimensional scaling analysis

Bioinformatics, 2005-03, Vol.21 (6), p.730-740

2005

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Features extracted using tensor decomposition reflect the biological features of the temporal patterns of human blood multimodal metabolome

PloS one, 2023-02, Vol.18 (2), p.e0281594-e0281594

2023

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Drug candidate identification based on gene expression of treated cells using tensor decomposition-based unsupervised feature extraction for large-scale data

BMC bioinformatics, 2019-02, Vol.19 (Suppl 13), p.388-388, Article 388

Taguchi, Y-H

2019

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PCA-based unsupervised feature extraction for gene expression analysis of COVID-19 patients

Scientific reports, 2021-08, Vol.11 (1), p.17351-17351, Article 17351

2021

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Identification of genes associated with altered gene expression and m6A profiles during hypoxia using tensor decomposition based unsupervised feature extraction

Scientific reports, 2021-04, Vol.11 (1), p.8909-8909, Article 8909

2021

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Bioinformatic tools for epitranscriptomics

American Journal of Physiology: Cell Physiology, 2023-02, Vol.324 (2), p.C447-C457

Taguchi, Y-H

2023

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Tensor decomposition-based unsupervised feature extraction applied to matrix products for multi-view data processing

PloS one, 2017-08, Vol.12 (8), p.e0183933-e0183933

2017

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Principal component analysis- and tensor decomposition-based unsupervised feature extraction to select more suitable differentially methylated cytosines: Optimization of standard deviation versus state-of-the-art methods

Genomics (San Diego, Calif.), 2023-03, Vol.115 (2), p.110577-110577, Article 110577

2023

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Exploring microRNA Biomarker for Amyotrophic Lateral Sclerosis

International journal of molecular sciences, 2018-04, Vol.19 (5), p.1318

2018

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Tensor decomposition discriminates tissues using scATAC-seq

Biochimica et biophysica acta. General subjects, 2023-06, Vol.1867 (6), p.130360-130360, Article 130360

2023

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Unsupervised tensor decomposition-based method to extract candidate transcription factors as histone modification bookmarks in post-mitotic transcriptional reactivation

PloS one, 2021-05, Vol.16 (5), p.e0251032-e0251032

2021

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Transformation between meron and skyrmion topological spin textures in a chiral magnet

Nature (London), 2018-12, Vol.564 (7734), p.95-98

2018

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Projection in genomic analysis: A theoretical basis to rationalize tensor decomposition and principal component analysis as feature selection tools

PloS one, 2022-09, Vol.17 (9), p.e0275472-e0275472

2022

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Adapted tensor decomposition and PCA based unsupervised feature extraction select more biologically reasonable differentially expressed genes than conventional methods

Scientific reports, 2022-10, Vol.12 (1), p.17438-17438, Article 17438

2022

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Identification of miRNA signatures for kidney renal clear cell carcinoma using the tensor-decomposition method

Scientific reports, 2020-09, Vol.10 (1), p.15149-15149, Article 15149

2020

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A tensor decomposition-based integrated analysis applicable to multiple gene expression profiles without sample matching

Scientific reports, 2022-12, Vol.12 (1), p.21242-21242, Article 21242

2022

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Principal component analysis based feature extraction approach to identify circulating microRNA biomarkers

PloS one, 2013-06, Vol.8 (6), p.e66714-e66714

2013

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A new class of chiral materials hosting magnetic skyrmions beyond room temperature

Nature communications, 2015-07, Vol.6 (1), p.7638-7638, Article 7638

2015

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Giant magneto-optical responses in magnetic Weyl semimetal Co3Sn2S2

Nature communications, 2020-09, Vol.11 (1), p.4619-4619, Article 4619

2020

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Investigating the energy crisis in Alzheimer disease using transcriptome study

Scientific reports, 2019-12, Vol.9 (1), p.18509-13, Article 18509

2019

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Optimized Tensor Decomposition and Principal Component Analysis Outperforming State-of-the-Art Methods When Analyzing Histone Modification Chromatin Immunoprecipitation Profiles

Algorithms, 2023-09, Vol.16 (9), p.401

2023

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Uniaxial stress control of skyrmion phase

Nature communications, 2015-10, Vol.6 (1), p.8539-8539, Article 8539

2015

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