A deep learning approach for synthetic MRI based on two routine sequences and training with synthetic data.
Elisa Moya-SáezOscar Pena-NogalesRodrigo de Luis GarcíaCarlos Alberola-LópezPublished in: Comput. Methods Programs Biomed. (2021)
Keyphrases
- synthetic data
- deep learning
- mri data
- deep architectures
- restricted boltzmann machine
- real world
- unsupervised learning
- data sets
- unsupervised feature learning
- real image data
- machine learning
- magnetic resonance imaging
- mental models
- deep belief networks
- magnetic resonance images
- medical images
- training examples
- weakly supervised
- hidden markov models
- semi supervised
- mr images
- information extraction
- high dimensional
- training samples
- pattern recognition
- computer vision
- supervised learning