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: UNSURE/GRAIL@MICCAI (2020)
Keyphrases
- deep learning
- grey matter
- white matter
- mri data
- cortical surface
- mr images
- magnetic resonance images
- cortical thickness
- human brain
- magnetic resonance
- brain structures
- brain mri
- unsupervised learning
- machine learning
- cerebrospinal fluid
- corpus callosum
- diffusion tensor
- brain images
- diffusion tensor imaging
- medical images
- brain tissue
- diffusion tensor images
- partial volume effects
- mri scans
- gray matter
- accurate segmentation
- brain tumors
- parameter space
- fully automatic
- medical imaging
- information processing