Using high-resolution, distortion-free EPI-DWI images as references, a deep learning-based method to simultaneously increase the perceived resolution and correct distortions for low-resolution SS-EPI was proposed. The results show that DWI image quality and diffusion metrics can be improved.
Keyphrases
- deep learning
- diffusion weighted imaging
- image quality
- diffusion weighted
- high resolution
- convolutional neural network
- artificial intelligence
- computed tomography
- contrast enhanced
- machine learning
- single molecule
- magnetic resonance imaging
- depressive symptoms
- social support
- mental health
- physical activity
- mass spectrometry
- optical coherence tomography
- liquid chromatography