A Comparative Analysis of MRI Automated Segmentation of Subcortical Brain Volumes in a Large Dataset of Elderly Subjects.
Jaime Gomez RamirezJavier Quilis-SanchoMiguel A. Fernandez-BlazquezPublished in: Neuroinformatics (2022)
Keyphrases
- automated segmentation
- manual segmentation
- subcortical structures
- brain structures
- magnetic resonance images
- mr images
- brain segmentation
- automatic segmentation
- brain tissue
- atlas based segmentation
- anatomical structures
- magnetic resonance
- medical images
- magnetic resonance imaging
- fully automated
- segmentation accuracy
- medical image analysis
- clinical applications
- ground truth
- human brain
- medical imaging
- mri data
- gold standard
- ct scans
- image data
- brain regions
- white matter
- three dimensional
- shape analysis
- segmentation method
- brain activity
- segmentation algorithm
- brain images
- deformable models
- functional magnetic resonance imaging
- computed tomography
- segmented images
- active contours
- active shape model
- graph cuts
- high resolution