Y-h. Taguchi

40 papers B 1C 5Journal 19Unranked 13
YearRankTypeTitle / Venue / Authors
2024 J jnl
Novel artificial intelligence-based identification of drug-gene-disease interaction using protein-protein interaction.
BMC Bioinform.
Y-h. Taguchi, Turki Turki
2023 J jnl
Application note: TDbasedUFE and TDbasedUFEadv: bioconductor packages to perform tensor decomposition based unsupervised feature extraction.
Frontiers Artif. Intell.
Y-h. Taguchi, Turki Turki
2023 J jnl
GENEvaRX: A novel AI-driven method and web tool can identify critical genes and effective drugs for Lichen Planus.
Eng. Appl. Artif. Intell.
Turki Turki, Y-h. Taguchi
2023 J jnl
Optimized Tensor Decomposition and Principal Component Analysis Outperforming State-of-the-Art Methods When Analyzing Histone Modification Chromatin Immunoprecipitation Profiles.
Algorithms
Turki Turki, Sanjiban Sekhar Roy, Y-h. Taguchi
2021 J jnl
Application of Tensor Decomposition to Gene Expression of Infection of Mouse Hepatitis Virus Can Identify Critical Human Genes and Efffective Drugs for SARS-CoV-2 Infection.
IEEE J. Sel. Top. Signal Process.
Y-h. Taguchi, Turki Turki
2021 J jnl
Discriminating the single-cell gene regulatory networks of human pancreatic islets: A novel deep learning application.
Comput. Biol. Medicine
Turki Turki, Y-h. Taguchi
2021 C conf
End-to-End Deep Learning for Detecting Metastatic Breast Cancer in Axillary Lymph Node from Digital Pathology Images.
IDEAL
Turki Turki, Anmar Al-Sharif, Y-h. Taguchi
2021 J jnl
Mathematical formulation and application of kernel tensor decomposition based unsupervised feature extraction.
Knowl. Based Syst.
Y-h. Taguchi, Turki Turki
2020 J jnl
SCGRNs: Novel supervised inference of single-cell gene regulatory networks of complex diseases.
Comput. Biol. Medicine
Turki Turki, Y-h. Taguchi
2019 — ch.
Comparative Transcriptomics Analysis.
Encyclopedia of Bioinformatics and Computational Biology (3)
Y-h. Taguchi
2019 J jnl
Machine learning algorithms for predicting drugs-tissues relationships.
Expert Syst. Appl.
Turki Turki, Y-h. Taguchi
2019 — conf
Multiomics Data Analysis Using Tensor Decomposition Based Unsupervised Feature Extraction - -Comparison with DIABLO-.
ICIC (1)
Y-h. Taguchi
2019 — ch.
Regulation of Gene Expression.
Encyclopedia of Bioinformatics and Computational Biology (3)
Y-h. Taguchi
2018 — conf
Principal Component Analysis-Based Unsupervised Feature Extraction Applied to Single-Cell Gene Expression Analysis.
ICIC (2)
Y-h. Taguchi
2018 C conf
Tensor Decomposition-Based Unsupervised Feature Extraction for Integrated Analysis of TCGA Data on MicroRNA Expression and Promoter Methylation of Genes in Ovarian Cancer.
BIBE
Y-h. Taguchi, Ka-Lok Ng
2018 J jnl
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 Bioinform.
Y-h. Taguchi
2017 — conf
Identification of Candidate Drugs for Heart Failure Using Tensor Decomposition-Based Unsupervised Feature Extraction Applied to Integrated Analysis of Gene Expression Between Heart Failure and DrugMatrix Datasets.
ICIC (2)
Y-h. Taguchi
2017 C conf
One-class Differential Expression Analysis using Tensor Decomposition-based Unsupervised Feature Extraction Applied to Integrated Analysis of Multiple Omics Data from 26 Lung Adenocarcinoma Cell Lines.
BIBE
Y-h. Taguchi
2016 J jnl
Comparative Gene Expression Analysis of Mouse and Human Cardiac Maturation.
Genom. Proteom. Bioinform.
Hideki Uosaki, Y-h. Taguchi
2016 J jnl
Principal component analysis based unsupervised feature extraction applied to budding yeast temporally periodic gene expression.
BioData Min.
Y-h. Taguchi
2016 C conf
microRNA-mRNA Interaction Identification in Wilms Tumor Using Principal Component Analysis Based Unsupervised Feature Extraction.
BIBE
Y-h. Taguchi
2015 C conf
Heuristic principal component analysis-based unsupervised feature extraction and its application to gene expression analysis of amyotrophic lateral sclerosis data sets.
CIBCB
Y-h. Taguchi, Mitsuo Iwadate, Hideaki Umeyama
2015 J jnl
Identification of aberrant gene expression associated with aberrant promoter methylation in primordial germ cells between E13 and E16 rat F3 generation vinclozolin lineage.
BMC Bioinform.
Y-h. Taguchi
2015 J jnl
Principal component analysis-based unsupervised feature extraction applied to in silico drug discovery for posttraumatic stress disorder-mediated heart disease.
BMC Bioinform.
Y-h. Taguchi, Mitsuo Iwadate, Hideaki Umeyama
2014 J jnl
Bacterial Type III Secretion System Effector Proteins are Distinct between Plant Symbiotic, Plant Pathogenic and Animal Pathogenic Bacteria.
Inf. Media Technol.
Yuuichi Nakano, Mitsuo Iwadate, Hideaki Umeyama, Y-h. Taguchi
2014 J jnl
Genes associated with genotype-specific DNA methylation in squamous cell carcinoma as candidate drug targets.
BMC Syst. Biol.
Ryoichi Kinoshita, Mitsuo Iwadate, Hideaki Umeyama, Y-h. Taguchi
2014 — conf
Integrative Analysis of Gene Expression and Promoter Methylation during Reprogramming of a Non-Small-Cell Lung Cancer Cell Line Using Principal Component Analysis-Based Unsupervised Feature Extraction.
ICIC (3)
Y-h. Taguchi
2013 J jnl
MicroRNA-mediated regulation of target genes in several brain regions is correlated to both microRNA-targeting-specific promoter methylation and differential microRNA expression.
BioData Min.
Y-h. Taguchi
2013 — conf
Possible miRNA Coregulation of Target Genes in Brain Regions by Both Differential miRNA Expression and miRNA-Targeting-Specific Promoter Methylation.
ICIC (3)
Y-h. Taguchi
2013 — conf
Structure Prediction with FAMS for Proteins Screened Critically to Autoimmune Diseases based upon Bioinformatics.
BIOINFORMATICS
Shigeharu Ishida, Hideaki Umeyama, Mitsuo Iwadate, Y-h. Taguchi
2012 — conf
Inference of Target Gene Regulation via miRNAs during Cell Senescence by Using the MiRaGE Server.
ICIC (3)
Y-h. Taguchi
2011 — conf
Feature extraction for discriminance of symbiotic/parasitic bacterial type III effector protein using principal component analysis.
BIBM Workshops
Yuichi Nakano, Y-h. Taguchi
2011 — conf
Gene expression regulation during differentiation from murine ES cells due to microRNA.
BIBM Workshops
Masato Yoshizawa, Y-h. Taguchi
2011 — conf
Principal component analysis for bacterial proteomic analysis.
BIBM Workshops
Y-h. Taguchi, Akira Okamoto
2011 — conf
Protein binding prediction using non-metric multidimensional scaling method.
BIBM Workshops
Hiromu Mogi, Y-h. Taguchi
2011 — conf
The analysis of DNA shuffling by nMDS.
BIBM Workshops
Ryota Doi, Y-h. Taguchi
2011 — conf
Tissue specific methylation and genotype.
BIBM Workshops
Ryoichi Kinoshita, Y-h. Taguchi
2008 B conf
Gene Ontology term prediction based upon amino acid occurrence.
IJCNN
Y-h. Taguchi, M. Michael Gromiha
2007 J jnl
Application of amino acid occurrence for discriminating different folding types of globular proteins.
BMC Bioinform.
Y-h. Taguchi, M. Michael Gromiha
2005 J jnl
Relational patterns of gene expression via non-metric multidimensional scaling analysis.
Bioinform.
Y-h. Taguchi, Y. Oono