paper | Modality | Lib | Dataset | Network | Paper(s) |
---|---|---|---|---|---|
abdominal-multi-organ-segmentation | CT | pytorch | Multi-Atlas Labeling Beyond the Cranial Vault | Composed of two U-shape like 3D FCN | |
Abdomen-CT-Image-Segmentation | CT | Pytorch | Unet and Vnet | 1 | |
3Dunet_abdomen_cascade | CT | - | Unet | 1 | |
Multi-Organ-Segmentation | CT | Keras | - | ResNet | - |
CHAOS_GCN | CT/MR | pytorch | - | Global Convolutional Network | - |
OrganSegC2F | CT | Caffe | |||
fcn_vatsat | |||||
DenseVNet3D_Segmentation | |||||
3D-Medical-Imaging-Preprocessing | |||||
deedsBCV | |||||
CEAL-Medical-Image-Segmentation | |||||
medical-image-segmentation | |||||
MIScnn | |||||
SOTA-MedSeg | |||||
Medical-Transformer | |||||
medical_image_segmentation | |||||
CA-Net | |||||
medical-image-segmentation | |||||
Multi-Scale-Attention | |||||
deepmedic | |||||
torchio | |||||
MedicalZooPytorch | |||||
u-net-brain-tumor | |||||
DenseUnet_Esophagus_Segmentation | CT | TF | - | DDAUnet | 1,2 |
- Elastix
- AbdomenCT-1K
- registration_tutorial
- abdominal_registration
- drop2
- RegNet
- RegUn
- istn
- OneShotImageRegistration
- registration
- ICNet
- image-registration-cnn
- pdd_net
- Recursive-Cascaded-Networks
- voxelmorph
- Medical-image-registration
- label-reg
- ANTsPyNet
- path_planning_for_FEVAR
- DeepLearningInMedicalImagingAndMedicalImageAnalysis