Semantic Instance Segmentation of Kidney Cysts in MR Images: A Fully Automated 3D Approach Developed Through Active Learning.
Adriana V. GregoryDeema A. AnaamAndrew J. VercnockeMarie E. EdwardsVicente E. TorresPeter C. HarrisBradley J. EricksonTimothy L. KlinePublished in: J. Digit. Imaging (2021)
Keyphrases
- fully automated
- manual segmentation
- mr images
- segmentation accuracy
- fully automatic
- medical images
- automated segmentation
- accurate segmentation
- magnetic resonance
- brain mr images
- cardiac magnetic resonance
- brain tumors
- magnetic resonance images
- mri data
- partial volume
- mr imaging
- mr brain
- brain structures
- intensity inhomogeneity
- bias field
- dice similarity coefficient
- automatic segmentation
- shape prior
- low contrast
- segmentation result
- seed points
- carotid artery
- image data
- nonrigid registration
- tissue segmentation
- inhomogeneity correction
- contrast enhanced
- intensity distribution
- brain mri
- brain tissue
- image segmentation
- semi automatic
- segmentation algorithm
- active contours
- level set
- image analysis
- anatomical structures
- gold standard
- segmentation method
- inter patient
- image registration