A review on deep learning MRI reconstruction without fully sampled k-space.
Gushan ZengYi GuoJiaying ZhanZi WangZongying LaiXiaofeng DuXiaobo QuDi GuoPublished in: BMC Medical Imaging (2021)
Keyphrases
- deep learning
- sparsely sampled
- high resolution
- unsupervised learning
- magnetic resonance imaging
- unsupervised feature learning
- medical images
- image reconstruction
- machine learning
- mental models
- weakly supervised
- deep architectures
- three dimensional
- higher order
- computer vision
- data sets
- face recognition
- energy function
- learning algorithm