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awesome-transformers-in-medical-imaging fahadshamshad

184

1.2k

unknown

20

A collection of resources on applications of Transformers in Medical Imaging.

covid-19 brats2021 awesome-list transformers clinical-report medical-imaging vision-transformers deep-neural-networks medical-image-analysis medical-image-detection medical-image-synthesis medical-report-generate brain-tumor-segmentation medical-image-registration medical-image-segmentation medical-image-classification medical-image-reconstruction

Created 2021-12-03

116 commits to main branch, last one 8 months ago

DeepReg DeepRegNet

81

572

apache-2.0

17

Medical image registration using deep learning

deepreg tensorflow2 image-fusion deep-learning neural-network image-registration deep-neural-networks medical-image-registration convolutional-neural-networks

Created 2020-06-04

2,682 commits to main branch, last one 2 years ago

Recursive-Cascaded-Networks microsoft

86

366

mit

15

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

iccv2019 unsupervised-learning medical-image-registration

This repository has been archived (exclude archived)

Created 2019-10-17

16 commits to master branch, last one 5 years ago

Awesome-Implicit-Neural-Representations-in-Medical-imaging xmindflow

17

178

unknown

8

[ICCV 2023] A curated list of resources on implicit neural representations in Medical Imaging

inr nerf medical rendering synthesis compression registration segmentation deep-learning reconstruction medical-imaging neural-rendering medical-image-synthesis medical-image-registration medical-image-segmentation medical-image-reconstruction implicit-neural-representation

Created 2022-12-27

282 commits to main branch, last one about a year ago

niftyreg KCL-BMEIS

42

143

bsd-3-clause

7

This project contains command line tools to perform rigid, affine and non-linear registration of nifti or analyse images as well as utilities

medical-image-registration

Created 2018-05-21

1,068 commits to master branch, last one 9 months ago

uniGradICON uncbiag

5

87

apache-2.0

4

The official website for uniGradICON: A Foundation Model for Medical Image Registration

deep-learning medical-image-analysis medical-image-registration

Created 2024-03-09

108 commits to main branch, last one 7 days ago

Awesome-Mamba-Papers-On-Medical-Domain Madhavaprasath23

5

36

mit

1

A Comprehensive Survey of Mamba Architectures for Medical Image Analysis: Classification, Segmentation, Restoration, and Beyond

survey deeplearning mamba-state-space-models medical-image-processing medical-image-restoration medical-image-registration medical-image-segmentation

Created 2024-10-02

13 commits to main branch, last one 2 months ago

on-the-fly-guidance cilix-ai

3

30

cc-by-4.0

2

[MICCAI 2024] On-the-Fly Guidance Training for Medical Image Registration. Pre-print available in link below.

3d-vision image-registration pseudo-supervision optimization-methods medical-image-registration machine-learning-architecture

Created 2023-08-18

102 commits to main branch, last one 4 months ago