Automatic slice segmentation of intraoperative transrectal ultrasound images using convolutional neural networks.
Nooshin GhavamiYipeng HuEster BonmatiRachael RodellEli GibsonCaroline M. MooreDean C. BarrattPublished in: Medical Imaging: Image-Guided Procedures (2018)
Keyphrases
- transrectal ultrasound
- prostate segmentation
- intraoperative
- fully automatic
- segmentation algorithm
- patient specific
- segmentation method
- clinical applications
- automated segmentation
- image analysis
- computer assisted
- image guided
- x ray
- image data
- convolutional neural networks
- image segmentation
- prostate cancer
- segmentation result
- three dimensional
- input image
- soft tissue
- edge detection
- prostate brachytherapy
- level set
- texture information
- surgical procedures
- image processing
- deformable models
- target registration error
- image registration
- visual inspection
- medical images
- pre operative
- multiscale
- minimally invasive surgery
- imaging modalities
- image alignment
- shape prior
- region of interest