Physics-informed deep learning for T2-deblurred superresolution turbo spin echo MRI.
Zihao ChenMargaret Caroline StapletonYibin XieDebiao LiYijen L WuAnthony G ChristodoulouPublished in: Magnetic resonance in medicine (2023)
-deblurring method improved accuracy and image quality of deep learning-based SR of TSE MRI. This method has the potential to accelerate TSE image acquisition by a factor of up to 9.
Keyphrases
- deep learning
- contrast enhanced
- image quality
- diffusion weighted imaging
- computed tomography
- magnetic resonance imaging
- artificial intelligence
- convolutional neural network
- diffusion weighted
- magnetic resonance
- machine learning
- dual energy
- room temperature
- single molecule
- density functional theory
- climate change
- human health
- ionic liquid
- molecular dynamics