Post-op brain tumor bed detection and segmentation using 3D Mask R-CNN for dynamic magnetic resonance perfusion imaging.
Jiwoong Jason JeongYang LeiKaren XuTian LiuHyunsuk ShimWalter J. CurranHui-Kuo ShuXiaofeng YangPublished in: Medical Imaging: Biomedical Applications in Molecular, Structural, and Functional Imaging (2021)
Keyphrases
- brain tumors
- magnetic resonance
- mr imaging
- mr images
- medical images
- clinical applications
- contrast enhanced
- magnetic resonance images
- positron emission tomography
- brain images
- cardiac motion
- brain mr images
- image data
- medical imaging
- mr brain
- mri images
- image registration
- partial volume
- soft tissue
- deformable registration
- mri data
- image analysis
- accurate segmentation
- blood flow
- mr brain images
- phase contrast
- brain tissue
- medical image analysis
- computer vision
- brain imaging
- image processing
- nonrigid registration
- imaging modalities
- motion tracking
- patient specific
- anatomical structures
- magnetic resonance imaging
- image slices
- high resolution
- magnetic resonance spectroscopy