Medical Image Registration

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Medical Image Registration | Papers With Code

https://paperswithcode.com/task/medical-image-registration

Medical Image Registration. 48 papers with code • 1 benchmarks • 5 datasets. Image registration, also known as image fusion or image matching, is the process of aligning …

Deep learning in medical image registration: a review

https://pubmed.ncbi.nlm.nih.gov/32217829/

This paper presents a review of deep learning (DL)-based medical image registration methods. We summarized the latest developments and applications of DL …

[2204.11341] Deep Learning for Medical Image …

https://arxiv.org/abs/2204.11341

Image registration is a critical component in the applications of various medical image analyses. In recent years, there has been a tremendous surge in the …

Deep learning in medical image registration: a survey

https://link.springer.com/article/10.1007/s00138-020-01060-x

As described above, GANs can serve several different purposes in deep learning-based medical image registration: using a discriminator as a learned similarity …

Medical image registration - PubMed

https://pubmed.ncbi.nlm.nih.gov/11277237/

Applications of image registration include combining images of the same subject from different modalities, aligning temporal sequences of images to compensate for motion of …

(PDF) Medical image registration: A review - ResearchGate

https://www.researchgate.net/publication/221902046_Medical_image_registration_A_review

Conventional image registration is essentially an iterative optimisation process involving the extraction of proper features, the selection of a similarity measure to evaluate the...

medical-image-registration · GitHub Topics · GitHub

https://github.com/topics/medical-image-registration

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 …

What is image registration and how does it work? - Analytics …

https://analyticsindiamag.com/what-is-image-registration-and-how-does-it-work/

There are major four steps that every method of image registration has to go through for image alignment. These could be listed as follows: Feature detection : A …

Image registration - Wikipedia

https://en.wikipedia.org/wiki/Image_registration

Image registration is the process of transforming different sets of data into one coordinate system. Data may be multiple photographs, data from different sensors, times, depths, or viewpoints. It is used in computer …

The Image Registration Techniques for Medical Imaging …

http://article.sapub.org/10.5923.j.ajbe.20160602.02.html

The program was performed in two stages: the first stage registration of DICOM images (CT-MRI) using intensity based registration, the reason of choosing this …

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