A Deep Learning Approach for Segmenting the Subplate and Proliferative Zones in Fetal Brain MRI.
Helena S. SousaAbi GartnerAlena UusVanessa KyriakopoulouBrigita ZiukaiteIsa AnzakJonathan O'MuircheartaighJoseph V. HajnalJacques-Donald TournierAlexander HammersMary A. RutherfordMaria DeprezPublished in: PIPPI@MICCAI (2023)
Keyphrases
- deep learning
- brain mri
- anatomical structures
- medical images
- magnetic resonance images
- unsupervised feature learning
- medical imaging
- unsupervised learning
- machine learning
- region growing
- image segmentation
- mental models
- weakly supervised
- shape analysis
- shape model
- deep architectures
- region of interest
- automatic extraction
- pairwise
- training data
- similarity measure