Výsledky vyhledávání - "Wafa Boukellouz"

Akademický článek

Magnetic resonance-driven pseudo CT image using patch-based multi-modal feature extraction and ensemble learning with stacked generalisation

Autor: Wafa Boukellouz, Abdelouahab Moussaoui

Publikováno v: Journal of King Saud University: Computer and Information Sciences, Vol 33, Iss 8, Pp 999-1007 (2021)

In recent years, research has been showing a great interest in using magnetic resonance imaging (MRI) as the only modality for radiation therapy (RT) for its superior soft-tissue visualisation and non-ionizing proprieties. Furthermore, MRI-only RT wo

Externí odkaz: https://doaj.org/article/ad5d7fd8f3684b2499ba9bd8207f27a7

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Multiatlas Fusion with a Hybrid CT Number Correction Technique for Subject-Specific Pseudo-CT Estimation in the Context of MRI-Only Radiation Therapy

Autor: Wafa Boukellouz, Abdelouahab Moussaoui, Abdelmalik Taleb-Ahmed, Christine Boydev

Publikováno v: Journal of Medical Imaging and Radiation Sciences
Journal of Medical Imaging and Radiation Sciences, Elsevier, 2019, 50 (3), pp.425-440. ⟨10.1016/j.jmir.2019.03.184⟩
Journal of Medical Imaging and Radiation Sciences, 2019, 50 (3), pp.425-440. ⟨10.1016/j.jmir.2019.03.184⟩

International audience; ObjectiveTo propose a hybrid multiatlas fusion and correction approach to estimate a pseudo–computed tomography (pCT) image from T2-weighted brain magnetic resonance (MR) images in the context of MRI-only radiotherapy.Materi

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::72ca1b764b3309c35b8a3b45f3d2e434
https://doi.org/10.1016/j.jmir.2019.03.184

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Evaluation of several similarity measures for deformable image registration using T1-weighted MR images of the brain

Autor: Wafa Boukellouz, Abdelouahab Moussaoui

Publikováno v: 2017 5th International Conference on Electrical Engineering - Boumerdes (ICEE-B).

In medical field, deformable image registration is a critical task, it aims at deforming one image so that each point maps to a corresponding point in another image. The main component of deformable image registration is the similarity measure that i

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::700c0cb045764dbf8464acccc04648cb
https://doi.org/10.1109/icee-b.2017.8192049

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Classification of methods for generating pseudo-CT from MRI images for MRI-alone RT

Autor: Abdelouahab Moussaoui, Wafa Boukellouz

Publikováno v: Medical Technologies Journal. 1:54

Background: Since the last decades, research have been oriented towards an MRI-alone radiation treatment planning (RTP), where MRI is used as the primary modality for imaging, delineation and dose calculation by assigning to it the needed electron de

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::70e7622bdaaa0d358618a3307db46eed
https://doi.org/10.26415/2572-004x-vol1iss3p54-54

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