Medical Image Registration Methods

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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-based registration methods in the medical field. These methods were classified into …

[2206.03111] Medical Image Registration via Neural …

https://arxiv.org/abs/2206.03111

Here we present a new neural net based image registration framework, called NIR (Neural Image Registration), which is based on optimization but utilizes deep …

Image registration method using representative feature …

https://www.nature.com/articles/s41598-022-11379-2

Image registration is a critical step in computer vision, pattern recognition, and medical diagnosis. Image registration methods can be divided into two categories, …

(PDF) Medical image registration: A review

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

The registration methodologies under review are classified into intensity or feature based. The main …

Study on anatomical and functional medical image …

https://www.sciencedirect.com/science/article/pii/S0925231220319202

The medical image registration method varies with dimension of medical images i.e. 2D/3D, modalities involved like same modality (e.g. MRI with MRI) or …

Medical Image Registration | Papers With Code

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

From input image point of view, registration methods can be divided into unimodal, multimodal, interpatient, intra-patient (e.g. same- or different-day) registration. From …

Medical image registration: a review: Computer Methods …

https://www.tandfonline.com/doi/full/10.1080/10255842.2012.670855

The registration methodologies under review are classified into intensity or feature based. The main steps of these methodologies, the common geometric transformations, the …

Methods for evaluating image registration - University of …

https://iro.uiowa.edu/esploro/outputs/doctoral/Methods-for-evaluating-image-registration/9983776803402771

In the field of medical imaging, image registration methods are useful for many applications such as inter- and intra-subject morphological comparisons, creation of …

The Image Registration Techniques for Medical Imaging …

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

Jun 2, 2016

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, …

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