Segmentation of the Proximal Femur from MR Images using Deep Convolutional Neural Networks.
Cem M. DenizSpencer HallyburtonArakua WelbeckStephen HonigKyunghyun ChoGregory ChangPublished in: CoRR (2017)
Keyphrases
- mr images
- accurate segmentation
- medical images
- convolutional neural networks
- brain tumors
- magnetic resonance
- segmentation result
- intensity distribution
- magnetic resonance images
- manual segmentation
- mri data
- contrast enhanced
- nonrigid registration
- image data
- medical imaging
- segmentation method
- imaging modalities
- deformable models
- region growing
- patient specific
- image intensity
- medical image analysis
- multiscale
- anatomical structures
- multiresolution
- shape prior
- ct images
- level set
- pre operative
- automatic segmentation
- prostate cancer
- magnetic resonance imaging
- computer vision
- fully automatic
- x ray
- image segmentation
- image processing