Professor TAKAO Shoichiro
Our department focuses on the field of diagnostic radiology and deep learning. Our research projects are as follows.
- Researches on radiological image analysis focused on musculoskeletal and cardiovascular systems
- Analysis of microstructure of the skeletal muscle using diffusion tensor images（DTI）
- Fat fraction analysis of the skeletal muscle using water-fat separation magnetic resonance imaging（MRI）techniques
- Semi-quantitative analysis of the relaxation times of the musculoskeletal structures using MRI
- MRI analysis of the myocardium.
- Evaluation of the image reconstruction technique of the radiological images.
- Researches on Monte Carlo simulation
- Generating X-ray images for deep learning
- Behavior analysis of scattered radiation in diagnostic X-ray images
- Researches on using deep learning
- Construction of a system to improve the image quality of X-ray images
