SAME++: A Self-supervised Anatomical eMbeddings Enhanced medical image registration framework using stable sampling and regularized transformation.
Lin TianZi LiFengze LiuXiaoyu BaiJia GeLe LuMarc NiethammerXianghua YeKe YanDakai JinPublished in: CoRR (2023)
Keyphrases
- medical images
- registration framework
- medical image analysis
- anatomical structures
- medical imaging
- mr images
- deformable models
- nonrigid registration
- imaging modalities
- ct images
- brain images
- medical data
- clinical applications
- image intensity
- magnetic resonance
- deformable registration
- magnetic resonance imaging
- magnetic resonance images
- computed tomography
- region of interest
- computer aided diagnosis
- x ray images
- image registration
- least squares
- prostate cancer
- deformation field
- b spline
- matching process
- thin plate spline
- image segmentation
- computer vision
- shape model
- three dimensional