Automatic segmentation of brain tumor in intraoperative ultrasound images using 3D U-Net.
François-Xavier CartonMatthieu ChabanasBodil K. R. MunkvoldIngerid ReinertsenJack H. NoblePublished in: Medical Imaging: Image-Guided Procedures (2020)
Keyphrases
- ultrasound images
- automatic segmentation
- brain tumors
- intraoperative
- ct data
- brain tissue
- computer assisted
- magnetic resonance images
- x ray
- manual segmentation
- mr images
- pre operative
- magnetic resonance
- speckle noise
- segmentation algorithm
- clinical applications
- deformable registration
- medical image analysis
- brain images
- image guided
- edge detection
- imaging modalities
- minimally invasive
- accurate segmentation
- minimally invasive surgery
- medical imaging
- medical images
- soft tissue
- carotid artery
- speckle reduction
- region of interest
- computer aided
- multiscale
- target registration error