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Ultra-Fast Image Reconstruction of Tomosynthesis Mammography Using GPU

Digital Breast Tomosynthesis (DBT) is a technology that creates three dimensional (3D) images of breast tissue. Tomosynthesis mammography detects lesions that are not detectable with other imaging systems. If image reconstruction time is in the order of seconds, we can use Tomosynthesis systems to p...

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Autores principales: Arefan, D., Talebpour, A., Ahmadinejhad, N., Kamali Asl, A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Shiraz University of Medical Sciences 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4479390/
https://www.ncbi.nlm.nih.gov/pubmed/26171373
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author Arefan, D.
Talebpour, A.
Ahmadinejhad, N.
Kamali Asl, A.
author_facet Arefan, D.
Talebpour, A.
Ahmadinejhad, N.
Kamali Asl, A.
author_sort Arefan, D.
collection PubMed
description Digital Breast Tomosynthesis (DBT) is a technology that creates three dimensional (3D) images of breast tissue. Tomosynthesis mammography detects lesions that are not detectable with other imaging systems. If image reconstruction time is in the order of seconds, we can use Tomosynthesis systems to perform Tomosynthesis-guided Interventional procedures. This research has been designed to study ultra-fast image reconstruction technique for Tomosynthesis Mammography systems using Graphics Processing Unit (GPU). At first, projections of Tomosynthesis mammography have been simulated. In order to produce Tomosynthesis projections, it has been designed a 3D breast phantom from empirical data. It is based on MRI data in its natural form. Then, projections have been created from 3D breast phantom. The image reconstruction algorithm based on FBP was programmed with C++ language in two methods using central processing unit (CPU) card and the Graphics Processing Unit (GPU). It calculated the time of image reconstruction in two kinds of programming (using CPU and GPU).
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spelling pubmed-44793902015-07-13 Ultra-Fast Image Reconstruction of Tomosynthesis Mammography Using GPU Arefan, D. Talebpour, A. Ahmadinejhad, N. Kamali Asl, A. J Biomed Phys Eng Technical Note Digital Breast Tomosynthesis (DBT) is a technology that creates three dimensional (3D) images of breast tissue. Tomosynthesis mammography detects lesions that are not detectable with other imaging systems. If image reconstruction time is in the order of seconds, we can use Tomosynthesis systems to perform Tomosynthesis-guided Interventional procedures. This research has been designed to study ultra-fast image reconstruction technique for Tomosynthesis Mammography systems using Graphics Processing Unit (GPU). At first, projections of Tomosynthesis mammography have been simulated. In order to produce Tomosynthesis projections, it has been designed a 3D breast phantom from empirical data. It is based on MRI data in its natural form. Then, projections have been created from 3D breast phantom. The image reconstruction algorithm based on FBP was programmed with C++ language in two methods using central processing unit (CPU) card and the Graphics Processing Unit (GPU). It calculated the time of image reconstruction in two kinds of programming (using CPU and GPU). Shiraz University of Medical Sciences 2015-06-01 /pmc/articles/PMC4479390/ /pubmed/26171373 Text en © 2015: Journal of Biomedical Physics and Engineering This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial 3.0 Unported License (http://creativecommons.org/licenses/by/3.0/), which permits unrestricted use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Technical Note
Arefan, D.
Talebpour, A.
Ahmadinejhad, N.
Kamali Asl, A.
Ultra-Fast Image Reconstruction of Tomosynthesis Mammography Using GPU
title Ultra-Fast Image Reconstruction of Tomosynthesis Mammography Using GPU
title_full Ultra-Fast Image Reconstruction of Tomosynthesis Mammography Using GPU
title_fullStr Ultra-Fast Image Reconstruction of Tomosynthesis Mammography Using GPU
title_full_unstemmed Ultra-Fast Image Reconstruction of Tomosynthesis Mammography Using GPU
title_short Ultra-Fast Image Reconstruction of Tomosynthesis Mammography Using GPU
title_sort ultra-fast image reconstruction of tomosynthesis mammography using gpu
topic Technical Note
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4479390/
https://www.ncbi.nlm.nih.gov/pubmed/26171373
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