A Large Scale Analysis for Testing a Mathematical Model for the Study of Vascular Pathologies

被引:1
|
作者
Travaglini, Arianna [1 ,2 ]
Vinti, Gianluca [1 ]
Scalera, Giovanni Battista [3 ]
Scialpi, Michele [3 ]
机构
[1] Univ Perugia, Dept Math & Comp Sci, 1Via Vanvitelli, I-06123 Perugia, Italy
[2] Univ Florence, Dept Math & Comp Sci UDini, DIMAI, 67-A,Viale Giovanni Battista Morgagni, I-50134 Florence, Italy
[3] Univ Perugia, Santa Maria Misericordia Hosp, Dept Med & Surg, Div Diagnost Imaging, 3Piazzale Giorgio Menghini, I-06129 Perugia, Italy
关键词
sampling Kantorovich operators; approximation results; digital image processing; similarity indices; computed tomography; abdominal aortic aneurysm; SEGMENTATION; IMAGES;
D O I
10.3390/math11081831
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this paper, we carry out a study developed on 13,677 images from 15 patients affected by moderate/severe atheromatous disease of the abdominal aortic tract. A procedure to extract the pervious lumen of the aorta artery from basal CT images is exploited and tested on a large scale. In particular, the above method takes advantage of the reconstruction and enhancing properties of the sampling Kantorovich algorithm which allows the information content of images to be increased. The processed image is compared, slice by slice, by superposition, with the corresponding contrast medium reference image. Numerical indices of errors were computed and analyzed in order to test the validity of the proposed method. The results achieved confirm, both from the numerical and clinical point of view, the good performance and accuracy of the proposed method, opening the possibility to perform an assisted diagnosis avoiding the injection of the contrast medium.
引用
收藏
页数:19
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