Time-series clustering–a decade review
Clustering is a solution for classifying enormous data when there is not any early knowledge
about classes. With emerging new concepts like cloud computing and big data and their vast …
about classes. With emerging new concepts like cloud computing and big data and their vast …
A review of multimodal image matching: Methods and applications
Multimodal image matching, which refers to identifying and then corresponding the same or
similar structure/content from two or more images that are of significant modalities or …
similar structure/content from two or more images that are of significant modalities or …
[HTML][HTML] Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation
We propose a dual pathway, 11-layers deep, three-dimensional Convolutional Neural
Network for the challenging task of brain lesion segmentation. The devised architecture is …
Network for the challenging task of brain lesion segmentation. The devised architecture is …
Image registration methods: a survey
This paper aims to present a review of recent as well as classic image registration methods.
Image registration is the process of overlaying images (two or more) of the same scene …
Image registration is the process of overlaying images (two or more) of the same scene …
elastix: A Toolbox for Intensity-Based Medical Image Registration
Medical image registration is an important task in medical image processing. It refers to the
process of aligning data sets, possibly from different modalities (eg, magnetic resonance …
process of aligning data sets, possibly from different modalities (eg, magnetic resonance …
A global optimisation method for robust affine registration of brain images
Registration is an important component of medical image analysis and for analysing large
amounts of data it is desirable to have fully automatic registration methods. Many different …
amounts of data it is desirable to have fully automatic registration methods. Many different …
Nonrigid registration using free-form deformations: application to breast MR images
D Rueckert, LI Sonoda, C Hayes… - IEEE transactions on …, 1999 - ieeexplore.ieee.org
In this paper the authors present a new approach for the nonrigid registration of contrast-
enhanced breast MRI. A hierarchical transformation model of the motion of the breast has …
enhanced breast MRI. A hierarchical transformation model of the motion of the breast has …
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 …
Mutual-information-based registration of medical images: a survey
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 …
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 …