Generation of synthetic structural magnetic resonance images for deep learning pre-training.
Eduardo CastroAlvaro UlloaSergey M. PlisJessica A. TurnerVince D. CalhounPublished in: ISBI (2015)
Keyphrases
- magnetic resonance images
- deep learning
- deep architectures
- restricted boltzmann machine
- medical images
- mr images
- unsupervised feature learning
- magnetic resonance imaging
- unsupervised learning
- white matter
- medical imaging
- deep belief networks
- machine learning
- high resolution
- weakly supervised
- higher order
- mental models
- diffusion tensor
- pattern recognition
- diffusion weighted
- training examples
- data mining
- supervised learning