3D MRI Volume Segmentation Using 2D U-Net Models: A Focus on Deep Brain Structures of the Striatum for Parkinson's Disease early diagnosis.
Jad BaalbakiRacha SoubraMohamad El ZeinMohamad O. DiabAly ChkeirPublished in: MeMeA (2024)
Keyphrases
- brain structures
- early diagnosis
- quantitative analysis
- mr images
- medical treatment
- corpus callosum
- computer aided diagnosis
- medical image analysis
- magnetic resonance images
- statistical model
- computer aided
- human brain
- shape analysis
- data mining
- medical imaging
- segmentation algorithm
- medical images
- prior knowledge
- face recognition
- three dimensional
- image segmentation
- bayesian framework
- early stage
- deformable models
- image analysis
- multiscale
- skin lesion