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
machine learning
diffusion weighted imaging
magnetic resonance
data analysis
deep learning