Geometric Deep Learning for Post-Menstrual Age Prediction based on the Neonatal White Matter Cortical Surface.
Vitalis VosyliusAndy WangCemlyn WatersAlexey ZakharovFrancis WardLoïc Le FolgocJohn CupittAntonios MakropoulosAndreas SchuhDaniel RueckertAmir AlansaryPublished in: CoRR (2020)
Keyphrases
- deep learning
- white matter
- grey matter
- mri data
- cortical surface
- mr images
- magnetic resonance images
- cortical thickness
- human brain
- unsupervised learning
- cerebrospinal fluid
- magnetic resonance
- diffusion tensor
- brain structures
- gray matter
- brain tissue
- brain mri
- diffusion tensor imaging
- brain images
- corpus callosum
- partial volume effects
- machine learning
- diffusion tensor images
- mri scans
- brain tumors
- medical images
- tensor field
- accurate segmentation
- image data
- brain mr images
- magnetic resonance imaging
- medical imaging
- deformable models
- feature extraction