Deep learning-based parameter mapping for joint relaxation and diffusion tensor MR Fingerprinting.
Carolin M. PirklPedro A. GómezIlona LippGuido BuonincontriMiguel Molina-RomeroAnjany SekuboyinaDiana WaldmannstetterJonathan DannenbergSebastian EndtAlberto MerolaJoseph R. WhittakerValentina TomassiniMichela TosettiDerek K. JonesBjoern H. MenzeMarion I. MenzelPublished in: MIDL (2020)
Keyphrases
- deep learning
- diffusion tensor
- magnetic resonance images
- diffusion mri
- fiber bundles
- dt mri
- mr images
- white matter
- dw mri
- anisotropic diffusion
- unsupervised learning
- machine learning
- group wise
- diffusion weighted
- medical images
- diffusion tensor imaging
- weakly supervised
- mental models
- image registration
- tensor field
- atlas construction
- magnetic resonance
- three dimensional
- image data
- pattern recognition
- distribution function
- mri data
- active contours