Convolutional neural-network-based ordinal regression for brain age prediction from MRI scans.
Ksenia SokolovaGareth J. BarkerGiovanni MontanaPublished in: Medical Imaging: Image Processing (2020)
Keyphrases
- mri scans
- ordinal regression
- mri data
- magnetic resonance images
- brain imaging
- model based segmentation
- medical imaging
- gaussian processes
- deformable registration
- multiple criteria
- binary classification
- brain tumors
- accurate segmentation
- survival analysis
- gaussian process
- fully automatic
- neural network
- human brain
- medical images
- magnetic resonance imaging
- white matter
- image registration
- high resolution
- image analysis
- real world
- cost sensitive
- brain images
- remote sensing
- support vector
- decision trees