Torbjorn1997

Awesome-Medical-Image-Registration

This repo is a collection of AWESOME things about 🌟Medical Image Registration🌟, including useful materials, papers, code.

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Medical image registration, affine and deformable registration

samconvex

[MICCAI 2023] SAMConvex: Fast Discrete Optimization for CT Registration using Self-supervised Anatomical Embedding and Correlation Pyramid

MultiPropReg

[TPAMI 2021] Learning Deformable Image Registration from Optimization: Perspective, Modules, Bilevel Training and Beyond

PIRATE-code

Official code for the paper "A Plug-and-Play Image Registration Network"

2024-miccai-koegl

awesome-image-registration

image registration related books, papers, videos, and toolboxes

LUMIR_L2R

Baseline methods, training scripts, and pretrained models for LUMIR challenge at Learn2Reg 2024

TransMorph_Transformer_for_Medical_Image_Registration

TransMorph: Transformer for Unsupervised Medical Image Registration (PyTorch)

medical-datasets

tracking medical datasets, with a focus on medical imaging

UPFlow_pytorch

PyTorch implementation of UPFlow (unsupervised optical flow learning)

nipy

Neuroimaging in Python FMRI analysis package

LapIRN

Large Deformation Diffeomorphic Image Registration with Laplacian Pyramid Networks

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

Fast Symmetric Diffeomorphic Image Registration with Convolutional Neural Networks

tfoptflow

Optical Flow Prediction with TensorFlow. Implements "PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume," by Deqing Sun et al. (CVPR 2018)

vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

UNet-family

Paper and implementation of UNet-related model.

BiLevelReg

3D Brain MR Registration model

Deformable-Image-Registration-Projects

Deformable Image Registration Projects

registration

Image Registration

easyreg

an image registration/augmentation/segmentation package

Recursive-Cascaded-Networks

[ICCV 2019] Recursive Cascaded Networks for Unsupervised Medical Image Registration

MICCAI-OpenSourcePapers

MICCAI 2019-2023 Open Source Papers

Medical-image-registration

a project for developing registration tools with convolutional neural networks

voxelmorph

Unsupervised Learning for Image Registration