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Segmentation guided registration for medical images
SPIE Proceedings, 2005Registration and segmentation are two most important problems in the field of medical image analysis. Traditionally, they were treated as separate problems. In this paper, we introduce a unified variational framework for simultaneously carrying out image segmentation and registration.
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Registration of low resolution medical images
Physics in Medicine and Biology, 1992There are several situations in which the registration of two medical images is desirable. One example is the registration of two images of the same organ taken using different radionuclide tracers, for example the ventilation and perfusion components of a V/Q lung scan, where the aim is to compare the regional uptake of the two tracers.
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A Modular Registration Algorithm for Medical Images
2013The aim of this communication is to present the design of a code for image registration based on a modular structure which allows to easily combine and interchange different image models, transformation classes and image "distance" functionals, which are dealt with by independent modules which can be implemented transparently to each other. The code is
Silvia Bertoluzza +2 more
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F-information measures in medical image registration.
IEEE transactions on medical imaging, 2001A measure for registration of medical images that currently draws much attention is mutual information. The measure originates from information theory, but has been shown to be successful for image registration as well. Information theory, however, offers many more measures that may be suitable for image registration.
Pluim, J.P.W. +2 more
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Medical image registration: an overview
Imaging, 2002Image registration is the process of aligning images, from a single or from different modalities, so that correspondences between them, or to a model, can be seen more easily.The registration process usually involves (rigid registration) translating and rotating one image with respect to the other, and can also involve changes in scale.More advanced ...
L Hallpike, D J Hawkes
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Registration and Segmentation in Medical Imaging
2014The analysis of medical images plays an increasingly important role in many clinical applications. Different imaging modalities often provide complementary anatomical information about the underlying tissues such as the X-ray attenuation coefficients from X-ray computed tomography (CT), and proton density or proton relaxation times from magnetic ...
Rueckert, Daniel, Schnabel, Julia A.
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A survey on mutual information based medical image registration algorithms
Neurocomputing, 2022Debapriya Sengupta +2 more
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Medical image registration using unsupervised deep neural network: A scoping literature review
Biomedical Signal Processing and Control, 2022Samaneh Abbasi +2 more
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elastix: A Toolbox for Intensity-Based Medical Image Registration
IEEE Transactions on Medical Imaging, 2010Stefan Klein +2 more
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