Awesome medical image processing projects

Segmentation

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

Registration

Classification

Detection

Reconstruction

Others