A Systematic Review and Identification of the Challenges of Deep Learning Techniques for Undersampled Magnetic Resonance Image Reconstruction.
Md. Biddut HossainRupali Kiran ShindeSukhoon OhKi-Chul KwonNam KimPublished in: Sensors (2024)
Keyphrases
- image reconstruction
- magnetic resonance
- deep learning
- systematic review
- mr images
- positron emission tomography
- medical images
- image registration
- image data
- unsupervised learning
- empirical studies
- super resolution
- brain images
- cardiac imaging
- machine learning
- mr imaging
- mental models
- clinical applications
- computed tomography
- magnetic resonance images
- cardiac motion
- pattern recognition
- feature extraction
- ct scans
- mri data
- dimensionality reduction
- brain tissue
- denoising
- respiratory motion
- partial volume
- motion estimation
- object recognition