Deformable medical image registration: A survey
A Sotiras, C Davatzikos… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
Deformable image registration is a fundamental task in medical image processing. Among
its most important applications, one may cite: 1) multi-modality fusion, where information …
its most important applications, one may cite: 1) multi-modality fusion, where information …
Mutual-information-based registration of medical images: a survey
JPW Pluim, JBA Maintz… - IEEE transactions on …, 2003 - ieeexplore.ieee.org
An overview is presented of the medical image processing literature on mutual-information-
based registration. The aim of the survey is threefold: an introduction for those new to the …
based registration. The aim of the survey is threefold: an introduction for those new to the …
Networks for joint affine and non-parametric image registration
We introduce an end-to-end deep-learning framework for 3D medical image registration. In
contrast to existing approaches, our framework combines two registration methods: an affine …
contrast to existing approaches, our framework combines two registration methods: an affine …
Volume-preserving nonrigid registration of MR breast images using free-form deformation with an incompressibility constraint
T Rohlfing, CR Maurer, DA Bluemke… - IEEE transactions on …, 2003 - ieeexplore.ieee.org
In this paper, we extend a previously reported intensity-based nonrigid registration algorithm
by using a novel regularization term to constrain the deformation. Global motion is modeled …
by using a novel regularization term to constrain the deformation. Global motion is modeled …
Breast image analysis for risk assessment, detection, diagnosis, and treatment of cancer
ML Giger, N Karssemeijer… - Annual review of …, 2013 - annualreviews.org
The role of breast image analysis in radiologists' interpretation tasks in cancer risk
assessment, detection, diagnosis, and treatment continues to expand. Breast image analysis …
assessment, detection, diagnosis, and treatment continues to expand. Breast image analysis …
Inverse-consistent deep networks for unsupervised deformable image registration
J Zhang - arxiv preprint arxiv:1809.03443, 2018 - arxiv.org
Deformable image registration is a fundamental task in medical image analysis, aiming to
establish a dense and non-linear correspondence between a pair of images. Previous deep …
establish a dense and non-linear correspondence between a pair of images. Previous deep …
Validation of nonrigid image registration using finite-element methods: application to breast MR images
JA Schnabel, C Tanner… - IEEE transactions on …, 2003 - ieeexplore.ieee.org
Presents a novel method for validation of nonrigid medical image registration. This method
is based on the simulation of physically plausible, biomechanical tissue deformations using …
is based on the simulation of physically plausible, biomechanical tissue deformations using …
[HTML][HTML] Respiratory motion correction in dynamic MRI using robust data decomposition registration–Application to DCE-MRI
Abstract Motion correction in Dynamic Contrast Enhanced (DCE-) MRI is challenging
because rapid intensity changes can compromise common (intensity based) registration …
because rapid intensity changes can compromise common (intensity based) registration …
A rigidity penalty term for nonrigid registration
Medical images that are to be registered for clinical application often contain both structures
that deform and ones that remain rigid. Nonrigid registration algorithms that do not model …
that deform and ones that remain rigid. Nonrigid registration algorithms that do not model …
Breast image registration techniques: a survey
Y Guo, R Sivaramakrishna, CC Lu, JS Suri… - Medical and Biological …, 2006 - Springer
Breast cancer is the most common type of cancer in women worldwide. Image registration
plays an important role in breast cancer detection. This paper gives an overview of the …
plays an important role in breast cancer detection. This paper gives an overview of the …