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宋枭/med_img_registration

Deeplearning-based medical image registration study.

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宋枭/DTHB3D_Reg

This package performs 3D non-rigid image registration for medical and synthetic images using truncated hierarchical B-splines (THB-Splines)

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宋枭/Opt-GO-3D-2D-Registration

Optimization-GradientOrientation based 3D/2D registration algorithm of medical imaging

• 1
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宋枭/SimpleElastix

Multi-lingual medical image registration library

• 1
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宋枭/BrainPrep

Preprocessing pipeline on Brain MR Images through FSL and ANTs, including registration, skull-stripping, bias field correction, enhancement and segmentation.

• 1
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宋枭/ImageRegistration

Medical Image Registration using Mutual Information

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宋枭/image-registration-cnn

[Incomplete] A PyTorch implementation of CNN based MRI image registration based on MICCAI 2018 paper "Linear and Deformable Image Registration with 3D Convolutional Neural Networks"

• 1
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宋枭/TransGAN

[Preprint] "TransGAN: Two Pure Transformers Can Make One Strong GAN, and That Can Scale Up", Yifan Jiang, Shiyu Chang, Zhangyang Wang

• 2
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• 1

宋枭/Brain-Tissue-Segmentation-Using-Expectation-Maximization

Medical Image Segmentation and Applications (MISA) LAB task.

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宋枭/DeepReg

Medical image registration using deep learning

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宋枭/Elastic-and-Diffeomorphic-Registration

Non-Rigid Image Registration on Matlab as well as GPU accelerated codes

• 1
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宋枭/Morph

Elastic surface / non-rigid registration in Python to deform an antlas mesh into a target geometry

• 1
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宋枭/JISR

This software performs joint image registration and segmentation for 2D and 3D synthetic and medical images using truncated hierarchical B-splines.

• 1
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宋枭/Recursive-Cascaded-Networks

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

• 1
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宋枭/sngan_projection

GANs with spectral normalization and projection discriminator

• 1
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宋枭/CycleGAN-TensorFlow

An implementation of CycleGan using TensorFlow

• 1
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宋枭/voxelmorph

Unsupervised Learning for Image Registration

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宋枭/label-reg

(This repo is no longer up-to-date. Any updates will be at https://github.com/DeepRegNet/DeepReg/) A demo of the re-factored label-driven registration code, based on "Weakly-supervised convolutional neural networks for multimodal image registration"

• 1
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宋枭/Multi_Modal_Registration

• 1
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宋枭/Keras-GAN

Keras implementations of Generative Adversarial Networks.