Junyu Chen's repositories
Transformer_for_medical_image_analysis
A collection of papers about Transformer in the field of medical image analysis.
TransMorph_Transformer_for_Medical_Image_Registration
TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)
ViT-V-Net_for_3D_Image_Registration_Pytorch
Vision Transformer for 3D medical image registration (Pytorch).
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.
Preprocessed_IXI_Dataset
Preprocessed IXI brain MRI dataset with subcortical segmentation
Semi-supervised_FCM_Loss_for_Segmentation
Supervised and unsupervised loss functions for image segmentation based on the classical FCM objective function. (TensorFlow and PyTorch)
TransMorph_DCA
Deformable Cross-Attention Transformer for Medical Image Registration (PyTorch)
TransMorph_TVF
Unsupervised Learning of Diffeomorphic Image Registration via TransMorph
Registration_Uncertainty
From Registration Uncertainty to Segmentation Uncertainty (ISBI 2024)
Spatially_varying_regularization
Learning spatially varying regularization for medical image registration
junyuchen245
My personal repository.
Poisson_Likelihood_Loss_pytorch
This is a PyTorch implementation of the Poisson Likelihood loss function used for NM image reconstruction.
tensorflow
An Open Source Machine Learning Framework for Everyone
voxelmorph
Unsupervised Learning for Image Registration