Three-Dimensional Reconstruction of Abdominal Aortic Aneurysm Based on Compressive Sensing With Iterative Optimization and Its Application in 3D Printing

Three-dimensional reconstruction of abdominal aortic aneurysm is the key technology to improve the success rate of surgical and reduce complications. However, the outer contour of abdominal aortic aneurysm(AAA)is fuzzy, which make it difficult for recent existing method to obtain its accurate segmen...

Descripción completa

Guardado en:

Detalles Bibliográficos
Autores principales:	Xiaogang Ren, Yue Wu, Lei Wang, Xiaoqiang Yan, Li Zhang, Zhiying Cao, Huangxing Lin
Formato:	article
Lenguaje:	EN
Publicado:	IEEE 2019
Materias:	3-D printing three-dimensional reconstruction abdominal aortic aneurysm compressive sensing total variation endovascular repair Electrical engineering. Electronics. Nuclear engineering TK1-9971
Acceso en línea:	https://doaj.org/article/a5d20a9c6c8d48598d757f80b4268cad
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

id	oai:doaj.org-article:a5d20a9c6c8d48598d757f80b4268cad
record_format	dspace
spelling	oai:doaj.org-article:a5d20a9c6c8d48598d757f80b4268cad2021-11-19T00:03:15ZThree-Dimensional Reconstruction of Abdominal Aortic Aneurysm Based on Compressive Sensing With Iterative Optimization and Its Application in 3D Printing2169-353610.1109/ACCESS.2019.2955448https://doaj.org/article/a5d20a9c6c8d48598d757f80b4268cad2019-01-01T00:00:00Zhttps://ieeexplore.ieee.org/document/8911321/https://doaj.org/toc/2169-3536Three-dimensional reconstruction of abdominal aortic aneurysm is the key technology to improve the success rate of surgical and reduce complications. However, the outer contour of abdominal aortic aneurysm(AAA)is fuzzy, which make it difficult for recent existing method to obtain its accurate segmentation performance and high reconstruction accuracy. In this paper, an improved compressive sensing reconstruction algorithm is proposed, which defines a differentiable and convex total variation (TV) function as an optimization goal function and further reduces the number of projections and improve the quality of reconstructed images. Our proposed algorithm improves the speed and stability of the reconstruction algorithm in three-dimensional reconstruction of abdominal aortic aneurysm. The experimental results show that the proposed model can be used for 3D modeling in 3-D printing to improve the accuracy of endovascular repair and the adaptability of the stent, which is suitable for the application of bioengineering medicine.Xiaogang RenYue WuLei WangXiaoqiang YanLi ZhangZhiying CaoHuangxing LinIEEEarticle3-D printingthree-dimensional reconstructionabdominal aortic aneurysmcompressive sensingtotal variationendovascular repairElectrical engineering. Electronics. Nuclear engineeringTK1-9971ENIEEE Access, Vol 7, Pp 170012-170018 (2019)
institution	DOAJ
collection	DOAJ
language	EN
topic	3-D printing three-dimensional reconstruction abdominal aortic aneurysm compressive sensing total variation endovascular repair Electrical engineering. Electronics. Nuclear engineering TK1-9971
spellingShingle	3-D printing three-dimensional reconstruction abdominal aortic aneurysm compressive sensing total variation endovascular repair Electrical engineering. Electronics. Nuclear engineering TK1-9971 Xiaogang Ren Yue Wu Lei Wang Xiaoqiang Yan Li Zhang Zhiying Cao Huangxing Lin Three-Dimensional Reconstruction of Abdominal Aortic Aneurysm Based on Compressive Sensing With Iterative Optimization and Its Application in 3D Printing
description	Three-dimensional reconstruction of abdominal aortic aneurysm is the key technology to improve the success rate of surgical and reduce complications. However, the outer contour of abdominal aortic aneurysm(AAA)is fuzzy, which make it difficult for recent existing method to obtain its accurate segmentation performance and high reconstruction accuracy. In this paper, an improved compressive sensing reconstruction algorithm is proposed, which defines a differentiable and convex total variation (TV) function as an optimization goal function and further reduces the number of projections and improve the quality of reconstructed images. Our proposed algorithm improves the speed and stability of the reconstruction algorithm in three-dimensional reconstruction of abdominal aortic aneurysm. The experimental results show that the proposed model can be used for 3D modeling in 3-D printing to improve the accuracy of endovascular repair and the adaptability of the stent, which is suitable for the application of bioengineering medicine.
format	article
author	Xiaogang Ren Yue Wu Lei Wang Xiaoqiang Yan Li Zhang Zhiying Cao Huangxing Lin
author_facet	Xiaogang Ren Yue Wu Lei Wang Xiaoqiang Yan Li Zhang Zhiying Cao Huangxing Lin
author_sort	Xiaogang Ren
title	Three-Dimensional Reconstruction of Abdominal Aortic Aneurysm Based on Compressive Sensing With Iterative Optimization and Its Application in 3D Printing
title_short	Three-Dimensional Reconstruction of Abdominal Aortic Aneurysm Based on Compressive Sensing With Iterative Optimization and Its Application in 3D Printing
title_full	Three-Dimensional Reconstruction of Abdominal Aortic Aneurysm Based on Compressive Sensing With Iterative Optimization and Its Application in 3D Printing
title_fullStr	Three-Dimensional Reconstruction of Abdominal Aortic Aneurysm Based on Compressive Sensing With Iterative Optimization and Its Application in 3D Printing
title_full_unstemmed	Three-Dimensional Reconstruction of Abdominal Aortic Aneurysm Based on Compressive Sensing With Iterative Optimization and Its Application in 3D Printing
title_sort	three-dimensional reconstruction of abdominal aortic aneurysm based on compressive sensing with iterative optimization and its application in 3d printing
publisher	IEEE
publishDate	2019
url	https://doaj.org/article/a5d20a9c6c8d48598d757f80b4268cad
work_keys_str_mv	AT xiaogangren threedimensionalreconstructionofabdominalaorticaneurysmbasedoncompressivesensingwithiterativeoptimizationanditsapplicationin3dprinting AT yuewu threedimensionalreconstructionofabdominalaorticaneurysmbasedoncompressivesensingwithiterativeoptimizationanditsapplicationin3dprinting AT leiwang threedimensionalreconstructionofabdominalaorticaneurysmbasedoncompressivesensingwithiterativeoptimizationanditsapplicationin3dprinting AT xiaoqiangyan threedimensionalreconstructionofabdominalaorticaneurysmbasedoncompressivesensingwithiterativeoptimizationanditsapplicationin3dprinting AT lizhang threedimensionalreconstructionofabdominalaorticaneurysmbasedoncompressivesensingwithiterativeoptimizationanditsapplicationin3dprinting AT zhiyingcao threedimensionalreconstructionofabdominalaorticaneurysmbasedoncompressivesensingwithiterativeoptimizationanditsapplicationin3dprinting AT huangxinglin threedimensionalreconstructionofabdominalaorticaneurysmbasedoncompressivesensingwithiterativeoptimizationanditsapplicationin3dprinting
_version_	1718420685910441984

Three-Dimensional Reconstruction of Abdominal Aortic Aneurysm Based on Compressive Sensing With Iterative Optimization and Its Application in 3D Printing

Ejemplares similares