2 papers
eess.IV2024
MBD: Multi b-value Denoising of Diffusion Magnetic Resonance Images
Jakub Jurek, Andrzej Materka, Kamil Ludwisiak +2
We propose a novel approach to denoising diffusion magnetic resonance images (dMRI) using convolutional neural networks, that exploits the benefits of data acquired at multiple b-v…
eess.IV2022
Supervised Denoising of Diffusion-Weighted Magnetic Resonance Images Using a Convolutional Neural Network and Transfer Learning
Jakub Jurek, Andrzej Materka, Kamil Ludwisiak +4
In this paper, we propose a method for denoising diffusion-weighted images (DWI) of the brain using a convolutional neural network trained on realistic, synthetic MR data. We compa…