Junyu Chen
Junyu Chen
ViT-V-Net_for_3D_Image_Registration_Pytorch
Vision Transformer for 3D medical image registration (Pytorch).
TransMorph_Transformer_for_Medical_Image_Registration
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
Transformer_for_medical_image_analysis
A collection of papers about Transformer in the field of medical image analysis.
Unsuprevised_Seg_via_CNN
An unsupervised (or self-supervised) loss function for binary image segmentation.
Fully_Unsupervised_CNN_Registration_Keras
Fully unsupervised 2D/3D image registration with ConvNet.
Semi-supervised_FCM_Loss_for_Segmentation
Supervised and unsupervised loss functions for image segmentation based on the classical FCM objective function. (TensorFlow and PyTorch)
Preprocessed_IXI_Dataset
Preprocessed IXI brain MRI dataset with subcortical segmentation