Comparative Study of Relevant Methods for MRI/X Brain Image Registration

Several methods of brain image registration have been proposed in order to overcome the requirement of clinicians. In this paper, we assess the performance of a hybrid method for brain image registration against the most used standard registration tools. Most traditional registration tools use diffe...

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Autores principales: Abderrahim, Marwa, Baâzaoui, Abir, Barhoumi, Walid
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7313302/
http://dx.doi.org/10.1007/978-3-030-51517-1_30
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author Abderrahim, Marwa
Baâzaoui, Abir
Barhoumi, Walid
author_facet Abderrahim, Marwa
Baâzaoui, Abir
Barhoumi, Walid
author_sort Abderrahim, Marwa
collection PubMed
description Several methods of brain image registration have been proposed in order to overcome the requirement of clinicians. In this paper, we assess the performance of a hybrid method for brain image registration against the most used standard registration tools. Most traditional registration tools use different methods for mono- and multi-modal registration, whereas the hybrid registration method is providing both mono and multi-modal brain registration of PET, MRI and CT images. To determine the appropriate registration method, we used two challenging brain image datasets as well as two evaluation metrics. Results show that the hybrid method outperforms all other standard registration tools and has achieved promising accuracy for MRI/X brain image registration.
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spelling pubmed-73133022020-06-24 Comparative Study of Relevant Methods for MRI/X Brain Image Registration Abderrahim, Marwa Baâzaoui, Abir Barhoumi, Walid The Impact of Digital Technologies on Public Health in Developed and Developing Countries Article Several methods of brain image registration have been proposed in order to overcome the requirement of clinicians. In this paper, we assess the performance of a hybrid method for brain image registration against the most used standard registration tools. Most traditional registration tools use different methods for mono- and multi-modal registration, whereas the hybrid registration method is providing both mono and multi-modal brain registration of PET, MRI and CT images. To determine the appropriate registration method, we used two challenging brain image datasets as well as two evaluation metrics. Results show that the hybrid method outperforms all other standard registration tools and has achieved promising accuracy for MRI/X brain image registration. 2020-05-31 /pmc/articles/PMC7313302/ http://dx.doi.org/10.1007/978-3-030-51517-1_30 Text en © The Author(s) 2020 Open Access This chapter is licensed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made. The images or other third party material in this chapter are included in the chapter's Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the chapter's Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder.
spellingShingle Article
Abderrahim, Marwa
Baâzaoui, Abir
Barhoumi, Walid
Comparative Study of Relevant Methods for MRI/X Brain Image Registration
title Comparative Study of Relevant Methods for MRI/X Brain Image Registration
title_full Comparative Study of Relevant Methods for MRI/X Brain Image Registration
title_fullStr Comparative Study of Relevant Methods for MRI/X Brain Image Registration
title_full_unstemmed Comparative Study of Relevant Methods for MRI/X Brain Image Registration
title_short Comparative Study of Relevant Methods for MRI/X Brain Image Registration
title_sort comparative study of relevant methods for mri/x brain image registration
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7313302/
http://dx.doi.org/10.1007/978-3-030-51517-1_30
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AT barhoumiwalid comparativestudyofrelevantmethodsformrixbrainimageregistration

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