Highly-Accelerated High-Resolution Multi-Echo fMRI Using Self-Supervised Physics-Driven Deep Learning Reconstruction.
Merve GülleÖmer Burak DemirelLogan DowdleSteen MoellerEssa YacoubKâmil UgurbilMehmet AkçakayaPublished in: CAMSAP (2023)
Keyphrases
- deep learning
- high resolution
- low resolution
- super resolution
- unsupervised learning
- unsupervised feature learning
- high quality
- mental models
- machine learning
- three dimensional
- magnetic resonance images
- image processing
- long range
- weakly supervised
- deep architectures
- pattern recognition
- face images
- feature extraction
- reinforcement learning
- data analysis
- conditional random fields
- decision making