Y-h. Taguchi
Japan Chuo University
Verified
Published in 2022
- Projection in genomic analysis: A theoretical basis to rationalize tensor decomposition and principal component analysis as feature selection tools
- Authors: Y-h. Taguchi, Turki Turki
- Journal: PLoS One
Verified
Published in 2022
- Adapted tensor decomposition and PCA based unsupervised feature extraction select more biologically reasonable differentially expressed genes than conventional methods
- Authors: Y-h. Taguchi, Turki Turki
- Journal: Scientific Reports
ORCID
Published in 2022
- Slight changes can improve much for algorithms looking at gene expressions
- Authors: -
- Journal: Open Access Government
Verified
Published in 2021
- 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
- Authors: Y-H. Taguchi, Turki Turki
- Journal: IEEE Journal of Selected Topics in Signal Processing
Verified
Published in 2021
- Discriminating the Single-cell Gene Regulatory Networks of Human Pancreatic Islets: A Novel Deep Learning Application
- Authors: Turki Turki, Y-h. Taguchi
- Journal: COMPUTERS IN BIOLOGY AND MEDICINE
Verified
Published in 2021
- Mathematical formulation and application of kernel tensor decomposition based unsupervised feature extraction
- Authors: Y-h. Taguchi, Turki Turki
- Journal: KNOWLEDGE-BASED SYSTEMS
Verified
Published in 2021
- Identification of genes associated with altered gene expression and m6A profiles during hypoxia using tensor decomposition based unsupervised feature extraction
- Authors: Sanjiban Sekhar Roy, Y.-H. Taguchi
- Journal: Scientific Reports
Verified
Published in 2021
- Editorial: miRNAs and Neurological Diseases
- Authors: Hsiuying Wang, Y. H. Taguchi, Xianshuang Liu
- Journal: Frontiers in Neurology
Verified
Published in 2021
- Novel method for the prediction of drug-drug Interaction based on gene expression profiles
- Authors: Yh. Taguchi, Turki Turki
- Journal: EUROPEAN JOURNAL OF PHARMACEUTICAL SCIENCES
Verified
Published in 2021
- Unsupervised tensor decomposition-based method to extract candidate transcription factors as histone modification bookmarks in post-mitotic transcriptional reactivation
- Authors: Y-h. Taguchi, Turki Turki
- Journal: PLoS One