Automated Tissue Segmentation from High-Resolution 3D Steady-State MRI with Deep Learning
Joe Arrowsmith, Joonsu Gha, Lapo Rastrelli, Olivia Gallupova, Pietro Vitiello
Models Implemented
- SegNet
- Vanilla UNet
- Attention UNet
- VNet
-
Multi-res UNet - R2_UNet
- R2_Attention UNet
- UNet++
- 100-layer Tiramisu
- DeepLabv3+
Useful Code Snippets
TBC