Combined Atlas and Convolutional Neural Network-Based Segmentation of the Hippocampus from MRI According to the ADNI Harmonized Protocol.
Samaneh NobakhtMorgan SchaefferNils D. ForkertSean M. NestorSandra E. BlackPhilip BarberAlzheimer's Disease Neuroimaging InitiativePublished in: Sensors (2021)
Keyphrases
- brain structures
- mr images
- magnetic resonance images
- medical images
- accurate segmentation
- intra subject
- medical imaging
- human brain
- mri data
- atlas based segmentation
- lateral ventricles
- mri scans
- magnetic resonance imaging
- medical image analysis
- brain atlas
- partial volume
- brain mr images
- brain images
- magnetic resonance
- brain tumors
- probabilistic atlas
- shape analysis
- brain scans
- manual segmentation
- tissue segmentation
- mr imaging
- anatomical landmarks
- anatomical features
- inter subject
- mri images
- intensity distribution
- brain tissue
- anatomical structures
- brain mri
- shape variations
- atlas construction
- image segmentation
- grey level
- image data
- automatic segmentation
- pet images
- contrast enhanced
- statistical shape
- segmentation algorithm
- gray matter
- carotid artery
- mouse brain
- brain segmentation
- inter patient
- high resolution
- image analysis
- segmentation method
- deformable models
- x ray
- subcortical structures
- cortical thickness
- fully automatic