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Drug repositioning using multiple gene expression profiles
Chuo University’s Professor Y-h. Taguchi places focus on drug repositioning using multiple gene expression profiles
Can we do drug repositioning without disease gene expression?
Chuo University’s Professor Y-h. Taguchi examines the application of cutting-edge single-cell-based measurements in drug repositioning.
An exploration into signal identification without signal formulation
Professor Taguchi, Department of Physics, Faculty of Science and Technology at Chuo University and colleague Professor Mototake discuss their research on ‘Signal identification without signal formulation’ in this Open Access Government Q&A.
Drug repositioning without the gene expression of disease cells treated with drugs
Y-h. Taguchi, Professor at the Department of Physics, Chuo University in Japan, provides comments on drug repositioning without the gene expression of disease cells treated with various drugs.
The link between gene expression and machine learning
Professor Y-h. Taguchi uses tensor decomposition to identify genes associated with altered gene expression caused by drug treatment.
Kernel Tensor Decomposition can improve the drug discovery process
Kernel tensor decomposition and its use in drug discovery for SARS-CoV-2 was vital, however, due to its general method, it has the potential to be used for a wide range of future problems.
Slight changes can improve much for algorithms looking at gene expressions
Y-h. Taguchi, a Professor at Chuo University, looks at the slight changes made to algorithms when looking at the COVID-19 virus and gene expressions.
Is human blood better than cell lines as a COVID-19 infection model?
Y-h. Taguchi, a professor at Chuo University, looks toward a COVID-19 infection model which uses human patients blood who have been infected by COVID-19.
Can mice be an effective model animal for Covid-19?
Examining existing approved compounds to treat Covid-19 can significantly speed up the development of drugs.
How to compete with COVID-19 with a computer?
Y-h. Taguchi, Professor at Chuo University in Japan, reveals how to compete with COVID-19 by using a computer.
