Three-dimensional deep learning with spatial erasing for unsupervised anomaly segmentation in brain MRI.
Marcel BengsFinn BehrendtJulia KrügerRoland OpferAlexander SchlaeferPublished in: Int. J. Comput. Assist. Radiol. Surg. (2021)
Keyphrases
- brain mri
- deep learning
- unsupervised learning
- three dimensional
- deep architectures
- magnetic resonance images
- weakly supervised
- region growing
- anatomical structures
- unsupervised feature learning
- restricted boltzmann machine
- mri brain
- deep belief networks
- machine learning
- image segmentation
- medical images
- mental models
- supervised learning
- x ray
- spatial information
- d objects
- multi view
- image analysis
- depth map
- high resolution
- semi supervised
- principal component analysis
- edge detection
- relation extraction
- maximum likelihood
- medical imaging
- named entities
- mr images