Deep Learning vs. Conventional Machine Learning: Pilot Study of WMH Segmentation in Brain MRI with Absence or Mild Vascular Pathology.
Muhammad Febrian RachmadiMaria del C. Valdés HernándezMaria Leonora Fatimah AganTaku KomuraPublished in: J. Imaging (2017)
Keyphrases
- brain mri
- deep learning
- pilot study
- machine learning
- region growing
- magnetic resonance images
- anatomical structures
- mri brain
- unsupervised learning
- unsupervised feature learning
- computer games
- medical images
- weakly supervised
- mental models
- pattern recognition
- learning algorithm
- deep belief networks
- segmentation method
- medical imaging
- blood vessels
- data mining
- computer vision
- image processing
- decision trees
- image segmentation
- information extraction
- high resolution
- shape analysis
- segmentation algorithm
- image data
- natural images
- text mining