Self-supervised learning for denoising of multidimensional MRI data.

Beomgu Kang Wonil LeeHyunseok SeoHye-Young Heo Hyun Wook Park

Published in: Magnetic resonance in medicine (2024)

The proposed MD-S2S (Multidimensional-Self2Self) denoising technique could be further applied to various multi-dimensional MRI data and improve the quantification accuracy of tissue parameter maps.

Keyphrases

contrast enhanced
magnetic resonance imaging
electronic health record
big data
convolutional neural network
diffusion weighted imaging
machine learning
molecular dynamics
psychometric properties
computed tomography
magnetic resonance