Deep BV: A Fully Automated System for Brain Ventricle Localization and Segmentation in 3D Ultrasound Images of Embryonic Mice.
Ziming QiuJack LangermanNitin NairOrlando AristizábalJonathan MamouDaniel H. TurnbullJeffrey A. KetterlingYao WangPublished in: CoRR (2018)
Keyphrases
- fully automated
- fully automatic
- automated segmentation
- manual segmentation
- segmentation algorithm
- segmentation method
- completely automated
- accurate localization
- segmentation accuracy
- image analysis
- brain mr images
- distance maps
- input image
- image data
- region of interest
- edge detection
- left ventricle
- short axis
- image segmentation
- probabilistic atlas
- accurate segmentation
- segmented images
- semi automatic
- low contrast
- ground truth
- mri data
- medical images
- cell nuclei
- ultrasound images
- brain tumors
- automatic segmentation
- shape prior
- region growing
- image registration
- watershed transform
- accurate registration
- mr images
- tissue segmentation
- magnetic resonance images