Publications by authors named "Yh Taguchi"

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RHO GTPase by L1 GABAergic neurons in frontal cortex and L6 glutamatergic neurons in prefrontal cortex differentiates states of unconsciousness.
Y-H Taguchi, Turki Turki

Sci Rep· December 2025

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Novel AI-powered computational method using tensor decomposition for identification of common optimal bin sizes when integrating multiple Hi-C datasets.
Y-H Taguchi, Turki Turki

Sci Rep· March 2025

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Novel artificial intelligence-based identification of drug-gene-disease interaction using protein-protein interaction.
Y-H Taguchi, Turki Turki

BMC Bioinformatics· December 2024

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Novel large empirical study of deep transfer learning for COVID-19 classification based on CT and X-ray images.
Mansour Almutaani, Turki Turki, Y-H Taguchi

Sci Rep· November 2024

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Tracing ALS Degeneration: Insights from Spinal Cord and Cortex Transcriptomes.
Nela Pragathi Sneha, S Akila Parvathy Dharshini, Y-H Taguchi, M Michael Gromiha

Genes (Basel)· November 2024

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Gene Selection of Methionine-Dependent Melanoma and Independent Melanoma by Variable Selection Using Tensor Decomposition.
Kenta Kobayashi, Y-H Taguchi

Genes (Basel)· November 2024

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Characterization of circulating miRNAs in the treatment of primary liver tumors.
Tomohiro Umezu, Shogo Tanaka, Shoji Kubo, Masaru Enomoto, Akihiro Tamori, Y-H Taguchi

Cancer Rep (Hoboken)· February 2024

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Application note: TDbasedUFE and TDbasedUFEadv: bioconductor packages to perform tensor decomposition based unsupervised feature extraction.
Y-H Taguchi, Turki Turki

Front Artif Intell· September 2023

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Investigating Neuron Degeneration in Huntington's Disease Using RNA-Seq Based Transcriptome Study.
Nela Pragathi Sneha, S Akila Parvathy Dharshini, Y-H Taguchi, M Michael Gromiha

Genes (Basel)· September 2023

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Integrated analysis of human DNA methylation, gene expression, and genomic variation in iMETHYL database using kernel tensor decomposition-based unsupervised feature extraction.
Y-H Taguchi, Shohei Komaki, Yoichi Sutoh, Hideki Ohmomo, Yayoi Otsuka-Yamasaki

PLoS One· August 2023

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Tensor decomposition discriminates tissues using scATAC-seq.
Y-H Taguchi, Turki Turki

Biochim Biophys Acta Gen Subj· June 2023

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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.
Y-H Taguchi, Turki Turki

Genomics· March 2023

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Bioinformatic tools for epitranscriptomics.
Y-H Taguchi

Am J Physiol Cell Physiol· February 2023

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A new machine learning based computational framework identifies therapeutic targets and unveils influential genes in pancreatic islet cells.
Turki Turki, Y-H Taguchi

Gene· February 2023

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Features extracted using tensor decomposition reflect the biological features of the temporal patterns of human blood multimodal metabolome.
Suguru Fujita, Yasuaki Karasawa, Ken-Ichi Hironaka, Y-H Taguchi, Shinya Kuroda

PLoS One· February 2023

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Suppression of intrahepatic cholangiocarcinoma cell growth by SKI via upregulation of the CDK inhibitor p21.
Etsushi Kawamura, Tsutomu Matsubara, Atsuko Daikoku, Sanae Deguchi, Masahiko Kinoshita, Y H Taguchi

FEBS Open Bio· December 2022

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A tensor decomposition-based integrated analysis applicable to multiple gene expression profiles without sample matching.
Y-H Taguchi, Turki Turki

Sci Rep· December 2022

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Integrative Meta-Analysis of Huntington's Disease Transcriptome Landscape.
Nela Pragathi Sneha, S Akila Parvathy Dharshini, Y-H Taguchi, M Michael Gromiha

Genes (Basel)· December 2022

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Exploring Plausible Therapeutic Targets for Alzheimer's Disease using Multi-omics Approach, Machine Learning and Docking.
S Akila Parvathy Dharshini, Nela Pragathi Sneha, Dhanusha Yesudhas, A Kulandaisamy, Uday Rangaswamy, Y-H Taguchi

Curr Top Med Chem· November 2022

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microRNA Bioinformatics.
Y-H Taguchi

Cells· November 2022

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Projection in genomic analysis: A theoretical basis to rationalize tensor decomposition and principal component analysis as feature selection tools.
Y-H Taguchi, Turki Turki

PLoS One· October 2022

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Adapted tensor decomposition and PCA based unsupervised feature extraction select more biologically reasonable differentially expressed genes than conventional methods.
Y-H Taguchi, Turki Turki

Sci Rep· October 2022

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Estimation of Metabolic Effects upon Cadmium Exposure during Pregnancy Using Tensor Decomposition.
Yuki Amakura, Y-H Taguchi

Genes (Basel)· September 2022

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Integrated Analysis of Tissue-Specific Gene Expression in Diabetes by Tensor Decomposition Can Identify Possible Associated Diseases.
Y-H Taguchi, Turki Turki

Genes (Basel)· June 2022

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Tumor Heterogeneity and Molecular Characteristics of Glioblastoma Revealed by Single-Cell RNA-Seq Data Analysis.
Dhanusha Yesudhas, S Akila Parvathy Dharshini, Y-H Taguchi, M Michael Gromiha

Genes (Basel)· February 2022

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