Hough-CNN: Deep Learning for Segmentation of Deep Brain Regions in MRI and Ultrasound.
Fausto MilletariSeyed-Ahmad AhmadiChristine KrollAnnika PlateVerena E. RozanskiJuliana MaiostreJohannes LevinOlaf DietrichBirgit Ertl-WagnerKai BötzelNassir NavabPublished in: CoRR (2016)
Keyphrases
- deep learning
- carotid artery
- medical images
- brain regions
- unsupervised feature learning
- brain tissue
- unsupervised learning
- deep architectures
- ultrasound images
- brain images
- segmentation algorithm
- machine learning
- magnetic resonance imaging
- level set
- mental models
- segmentation method
- mri data
- fully automatic
- magnetic resonance images
- image segmentation
- mr images
- region growing
- medical imaging
- deformable models
- multiscale
- energy function
- brain tumors
- weakly supervised
- probabilistic model
- edge detection
- graph cuts
- shape prior
- brain activity
- supervised learning
- ground truth
- medical image analysis
- human brain