Patch-based Brain Age Estimation from MR Images.
Kyriaki-Margarita BintsiVasileios BaltatzisArinbjörn KolbeinssonAlexander HammersDaniel RueckertPublished in: CoRR (2020)
Keyphrases
- mr images
- age estimation
- brain tissue
- brain tumors
- magnetic resonance
- mid sagittal plane
- brain structures
- skull stripping
- human age estimation
- brain mr images
- post mortem
- magnetic resonance images
- medical images
- brain images
- human perception
- tissue segmentation
- estimation accuracy
- face images
- facial images
- mri data
- brain segmentation
- image data
- diffusion weighted
- human brain
- mr imaging
- cerebrospinal fluid
- inhomogeneity correction
- image patches
- multiple sclerosis
- surface based registration
- partial volume
- regression methods
- anatomical structures
- automatic segmentation
- feature extraction
- human faces
- principal component analysis
- medical imaging