Publications by authors named "Kenzo Isogawa"
Magn Reson Med Sci
August 2020
Article Synopsis
- The study aimed to evaluate a new denoising method called deep learning-based reconstruction (dDLR) for improving the quality of brain MR images by comparing it to existing techniques.
- Researchers tested this approach using brain images from volunteers with added artificial noise, assessing the outcomes with metrics like structural similarity (SSIM) and peak signal-to-noise ratio (PSNR).
- Results indicated that dDLR outperformed other methods (DnCNN and SCNN) in both the experimental and clinical settings, providing significantly better image quality in various MR sequences.
