Deep Learning with Synthetic Diffusion MRI Data for Free-Water Elimination in Glioblastoma Cases.
Miguel Molina-RomeroBenedikt WiestlerPedro A. GómezMarion I. MenzelBjoern H. MenzePublished in: MICCAI (3) (2018)
Keyphrases
- mri data
- deep learning
- magnetic resonance imaging
- tensor field
- fully automatic
- dt mri
- medical images
- unsupervised learning
- magnetic resonance images
- mr images
- unsupervised feature learning
- synthetic data
- machine learning
- medical imaging
- brain white matter
- weakly supervised
- real world
- white matter
- anisotropic diffusion
- higher order
- denoising
- diffusion weighted
- data mining
- semi automatic
- dce mri
- pattern recognition
- dw mri