Automatic segmentation of prostate MRI using convolutional neural networks: Investigating the impact of network architecture on the accuracy of volume measurement and MRI-ultrasound registration.
Nooshin GhavamiYipeng HuEli GibsonEster BonmatiMark EmbertonCaroline M. MooreDean C. BarrattPublished in: Medical Image Anal. (2019)
Keyphrases
- automatic segmentation
- manual segmentation
- intra subject
- network architecture
- brain tissue
- chest ct scans
- carotid artery
- prostate biopsy
- segmentation algorithm
- semi automatic segmentation
- automatically segmenting
- atlas based segmentation
- convolutional neural networks
- magnetic resonance imaging
- artificial neural
- ct data
- automated segmentation
- accurate segmentation
- mr imaging
- image guided
- magnetic resonance images
- ultrasound images
- neural network model
- mri data
- neural network
- fully automated
- registration process
- prostate cancer
- nerve fibers
- medical image analysis
- intensity distribution
- medical images
- ground truth
- computer vision