MingR-Ma

SymTrans

SymTrans: A symmetric Transformer-based model for image registration.

RFR-WWANet

SEN-FCB

SEN-FCB: An Unsupervised Twinning Neural Network for Image Registration

llama_reg

abide

ABIDE Preprocessed Initiative

ACNet

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

brainstorm

Implementation of "Data augmentation using learned transforms for one-shot medical image segmentation"

ConvNeXt

Code release for ConvNeXt model

docker-fsl

FSL docker container for Brainlife use

DRMIME

DRMIME - Differentiable Mutual Information and Matrix Exponential for Multi-Resolution Image Registration

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

Fast-Symmetric-Diffeomorphic-Image-Registration-with-Convolutional-Neural-Networks

Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks

GeodisTK

geodesic distance transform of 2d/3d images

ICNet

Inverse-Consistent Deep Networks for Unsupervised Deformable Image Registration

image-reconstructor-patches

Reconstruct Image from Patches with a Variable Stride

Improved-Body-Parts

Simple Pose: Rethinking and Improving a Bottom-up Approach for Multi-Person Pose Estimation

intensity-normalization

normalize the intensity of several MR image contrasts with various routines

MRI_intensity_normalization

Intensity normalization of multi-channel MRI images using the method proposed by Nyul et al. 2000

MyDataSet

normalized_gradient_field_pytorch

pytorch implementation of registration metric Normalized Gradient Field

py-hausdorff

Fast computation of Hausdorff distance in Python

Pytorch-Memory-Utils

pytorch memory track code

pytorch-meta

A collection of extensions and data-loaders for few-shot learning & meta-learning in PyTorch

RWCNet

Official implementation of Recurrence with Correlation Network for Medical Image Registration

SDHNet

[TMI 2023] Self-Distilled Hierarchical Network for Unsupervised Deformable Image Registration

SimpleElastix

Multi-lingual medical image registration library

Swin-Unet

The codes for the work "Swin-Unet: Unet-like Pure Transformer for Medical Image Segmentation"

torch-lddmm

GPU and CPU implementation of LDDMM image registration

Transformer_for_medical_image_analysis

A collection of papers about Transformer in the field of medical image analysis.

voxelmorph

Unsupervised Learning for Image Registration