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Deformable medical image registration: A survey
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 …
Machine learning and radiology
In this paper, we give a short introduction to machine learning and survey its applications in
radiology. We focused on six categories of applications in radiology: medical image …
radiology. We focused on six categories of applications in radiology: medical image …
Fast symmetric diffeomorphic image registration with convolutional neural networks
Diffeomorphic deformable image registration is crucial in many medical image studies, as it
offers unique, special features including topology preservation and invertibility of the …
offers unique, special features including topology preservation and invertibility of the …
MSM: a new flexible framework for multimodal surface matching
Surface-based cortical registration methods that are driven by geometrical features, such as
folding, provide sub-optimal alignment of many functional areas due to variable correlation …
folding, provide sub-optimal alignment of many functional areas due to variable correlation …
Recursive deformable pyramid network for unsupervised medical image registration
Complicated deformation problems are frequently encountered in medical image
registration tasks. Although various advanced registration models have been proposed …
registration tasks. Although various advanced registration models have been proposed …
Evaluation of 14 nonlinear deformation algorithms applied to human brain MRI registration
All fields of neuroscience that employ brain imaging need to communicate their results with
reference to anatomical regions. In particular, comparative morphometry and group analysis …
reference to anatomical regions. In particular, comparative morphometry and group analysis …
Diffeomorphic demons: Efficient non-parametric image registration
We propose an efficient non-parametric diffeomorphic image registration algorithm based on
Thirion's demons algorithm. In the first part of this paper, we show that Thirion's demons …
Thirion's demons algorithm. In the first part of this paper, we show that Thirion's demons …
Prospects for daily online adaptive radiotherapy via ethos for prostate cancer patients without nodal involvement using unedited CBCT auto‐segmentation
Purpose Implementing new online adaptive radiation therapy technologies is challenging
because extra clinical resources are required particularly expert contour review. Here, we …
because extra clinical resources are required particularly expert contour review. Here, we …
[HTML][HTML] Diffeomorphic registration using geodesic shooting and Gauss–Newton optimisation
This paper presents a nonlinear image registration algorithm based on the setting of Large
Deformation Diffeomorphic Metric Map** (LDDMM), but with a more efficient optimisation …
Deformation Diffeomorphic Metric Map** (LDDMM), but with a more efficient optimisation …
MRF-based deformable registration and ventilation estimation of lung CT
Deformable image registration is an important tool in medical image analysis. In the case of
lung computed tomography (CT) registration there are three major challenges: large motion …
lung computed tomography (CT) registration there are three major challenges: large motion …