Vessel Width Estimation via Convolutional Regression

2021 ◽  
pp. 600-610
Author(s):  
Rui-Qi Li ◽  
Gui-Bin Bian ◽  
Xiao-Hu Zhou ◽  
Xiaoliang Xie ◽  
Zhen-Liang Ni ◽  
...  
Keyword(s):  
2008 ◽  
Vol 49 (8) ◽  
pp. 3577 ◽  
Author(s):  
Clare M. Wilson ◽  
Kenneth D. Cocker ◽  
Merrick J. Moseley ◽  
Carl Paterson ◽  
Simon T. Clay ◽  
...  

Author(s):  
Sebastian Sanchez ◽  
Ashrita Raghuram ◽  
Alberto Varon Miller ◽  
Rami Fakih ◽  
Edgar A Samaniego

Introduction : High resolution vessel wall imaging (HR‐VWI) is a promising tool in studying intracerebral atherosclerotic disease. The analysis of the interplay between the patterns of enhancement between the plaque and its parent vessel can generate further insights on the biology of these lesions. We have developed a 3D method of plaque and parent vessel analysis. Methods : Images from fifty‐five plaques were obtained using 7T HR‐VWI. T1 and T1+Gd sequences were performed. 3D reconstructions of the plaque and its parent vessel were generated with 3D Slicer. Using an in‐house code, probes were orthogonally extended from the lumen of the vessel into the vessel wall and the plaque. Signal intensity values were then normalized to the corpus callosum. 3D heat maps and histograms were generated from hundreds of data points. A detailed analysis of the morphology of the histograms was performed to determine the uptake of gadolinium (Gd) by the parent vessel and the plaque. Variations in the width of the histogram were measured with the standard deviation. Results : Forty‐one patients with 55 plaques (41 culprit and 15 non culprit) were included. There was no difference in enhancement in T1‐pre between culprit and non‐culprit plaques when compared to the parent vessel (width = 0.14 ± 0.05 and 0.14 ± 0.03, respectively; p = 0.91). On the T1+Gd culprit plaques were significantly more enhancing compared to the parent vessel (0.26 ± 0.10) than non‐culprit plaques (0.20 ± 0.06) (p = 0.02). The presence of an enhancing plaque creates a bimodal distribution that increases the width of the histogram curve (figure). Conclusions : Culprit plaques exhibit different patterns of enhancement relative to the parent vessel compared to non‐culprit plaques. Histogram analysis of the parent vessel and its plaques provides a new set of metrics that may be used as a biomarker of disease progression.


1994 ◽  
Vol 78 (1) ◽  
pp. 24-29 ◽  
Author(s):  
S M Rassam ◽  
V Patel ◽  
O Brinchmann-Hansen ◽  
O Engvold ◽  
E M Kohner

1974 ◽  
Vol 6 (1) ◽  
pp. 1-5 ◽  
Author(s):  
J.D. Griffiths ◽  
D.W. Hill ◽  
S. Young

Author(s):  
Devon H. Ghodasra ◽  
Atiporn Thuangtong ◽  
Karen A. Karp ◽  
Gui-Shuang Ying ◽  
Monte D. Mills ◽  
...  

Author(s):  
Emily A. DeCarlo ◽  
Gui-shuang Ying ◽  
Graham E. Quinn ◽  
Diego Fiorin ◽  
Alfredo Ruggeri ◽  
...  
Keyword(s):  
Zone Ii ◽  

Author(s):  
Giedrius Stabingis ◽  
Jolita Bernatavičienė ◽  
Gintautas Dzemyda ◽  
Alvydas Paunksnis ◽  
Povilas Treigys ◽  
...  

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