Automatic classification of cardioembolic and arteriosclerotic ischemic strokes from apparent diffusion coefficient datasets using texture analysis and deep learning.
Javier VillafruelaSebastian CritesBastian ChengChristian KnaackGötz ThomallaBijoy K. MenonNils Daniel ForkertPublished in: Medical Imaging: Computer-Aided Diagnosis (2017)
Keyphrases
- texture analysis
- automatic classification
- deep learning
- diffusion coefficient
- texture classification
- multiresolution
- unsupervised learning
- image analysis
- gray level
- co occurrence
- automatic detection
- machine learning
- gabor filters
- anisotropic diffusion
- feature extraction
- weakly supervised
- texture features
- diffusion process
- computer vision
- higher order
- mental models
- diffusion equation
- learning algorithm