R2D2: A scalable deep learning toolkit for medical imaging segmentation.
Soulaimane GuedriaNoël De PalmaFélix RenardNicolas VuillermePublished in: Softw. Pract. Exp. (2020)
Keyphrases
- medical imaging
- deep learning
- medical images
- image segmentation
- anatomical structures
- magnetic resonance images
- x ray
- medical image processing
- brain mr images
- image registration
- medical image analysis
- ct images
- image analysis
- unsupervised learning
- brain structures
- imaging modalities
- computed tomography
- machine learning
- magnetic resonance imaging
- volumetric data
- image processing
- unsupervised feature learning
- weakly supervised
- computer vision
- mental models
- multiscale
- brain mri
- image guided surgery
- mr images
- remote sensing
- segmentation algorithm
- neural network
- deformable models
- pattern recognition