Publication

3D reconstruction of carotid artery in B-mode ultrasound image using modified template matching based on ellipse feature

Sunarya, I. M. G., Yuniarno, E. M., Sardjono, T. A., Sunu, I., van Ooijen, P. M. A. P. & Purnama, I. K. E., 23-Nov-2019, In : Computer methods in biomechanics and biomedical engineering-Imaging and visualization. 8, 3, 12 p.

Research output: Contribution to journalArticleAcademicpeer-review

APA

Sunarya, I. M. G., Yuniarno, E. M., Sardjono, T. A., Sunu, I., van Ooijen, P. M. A. P., & Purnama, I. K. E. (2019). 3D reconstruction of carotid artery in B-mode ultrasound image using modified template matching based on ellipse feature. Computer methods in biomechanics and biomedical engineering-Imaging and visualization, 8(3). https://doi.org/10.1080/21681163.2019.1692235

Author

Sunarya, I. Made Gede ; Yuniarno, Eko Mulyanto ; Sardjono, Tri Arief ; Sunu, Ismoyo ; van Ooijen, P. M. A. (Peter) ; Purnama, I. Ketut Eddy. / 3D reconstruction of carotid artery in B-mode ultrasound image using modified template matching based on ellipse feature. In: Computer methods in biomechanics and biomedical engineering-Imaging and visualization. 2019 ; Vol. 8, No. 3.

Harvard

Sunarya, IMG, Yuniarno, EM, Sardjono, TA, Sunu, I, van Ooijen, PMAP & Purnama, IKE 2019, '3D reconstruction of carotid artery in B-mode ultrasound image using modified template matching based on ellipse feature', Computer methods in biomechanics and biomedical engineering-Imaging and visualization, vol. 8, no. 3. https://doi.org/10.1080/21681163.2019.1692235

Standard

3D reconstruction of carotid artery in B-mode ultrasound image using modified template matching based on ellipse feature. / Sunarya, I. Made Gede; Yuniarno, Eko Mulyanto; Sardjono, Tri Arief; Sunu, Ismoyo; van Ooijen, P. M. A. (Peter); Purnama, I. Ketut Eddy.

In: Computer methods in biomechanics and biomedical engineering-Imaging and visualization, Vol. 8, No. 3, 23.11.2019.

Research output: Contribution to journalArticleAcademicpeer-review

Vancouver

Sunarya IMG, Yuniarno EM, Sardjono TA, Sunu I, van Ooijen PMAP, Purnama IKE. 3D reconstruction of carotid artery in B-mode ultrasound image using modified template matching based on ellipse feature. Computer methods in biomechanics and biomedical engineering-Imaging and visualization. 2019 Nov 23;8(3). https://doi.org/10.1080/21681163.2019.1692235


BibTeX

@article{bc6c9879ee9c400e8e5115569da466cb,
title = "3D reconstruction of carotid artery in B-mode ultrasound image using modified template matching based on ellipse feature",
abstract = "Detection of vascular areas using B-mode ultrasound is required for automated applications such as registration and navigation in medical operations. The limitations of Ultrasound imaging are the requirement of sonographer's skills, expertise, and also knowledge when making data acquisition. It also influences the quality of the images. Carotid atherosclerosis can be treated with carotid artery stenting. The starting point of needle injection cannot be determined with certainty. The position of the arteries is in the body, therefore, determining the starting point of needle injection is done by estimation only and cannot be certainly determined. To be able to determine it, the first step needed is to determine the location of the carotid artery. We propose a 3D reconstruction of carotid artery using a modified template matching based on ellipse feature to determine it. It is processed using the procedure of data acquisition, preprocessing, segmentation, outlier selection of ellipse parameter fitting, visualisation. The proposed procedure with preprocessing produces the highest accuracy compared to the template matching method and the Hough Circle method with an accuracy value of 99.41{\%} and has the smallest standard deviation value of 1.05. The best polynomial fitting results for all data is the polynomial equation on 22nd order with the mean error value of 0.26303.",
keywords = "Carotid artery, 3D reconstruction, ellipse feature, segmentation, 3D visualisation, LUMEN SEGMENTATION",
author = "Sunarya, {I. Made Gede} and Yuniarno, {Eko Mulyanto} and Sardjono, {Tri Arief} and Ismoyo Sunu and {van Ooijen}, {P. M. A. (Peter)} and Purnama, {I. Ketut Eddy}",
year = "2019",
month = "11",
day = "23",
doi = "10.1080/21681163.2019.1692235",
language = "English",
volume = "8",
journal = "Computer methods in biomechanics and biomedical engineering-Imaging and visualization",
issn = "2168-1163",
publisher = "Taylor & Francis Ltd",
number = "3",

}

RIS

TY - JOUR

T1 - 3D reconstruction of carotid artery in B-mode ultrasound image using modified template matching based on ellipse feature

AU - Sunarya, I. Made Gede

AU - Yuniarno, Eko Mulyanto

AU - Sardjono, Tri Arief

AU - Sunu, Ismoyo

AU - van Ooijen, P. M. A. (Peter)

AU - Purnama, I. Ketut Eddy

PY - 2019/11/23

Y1 - 2019/11/23

N2 - Detection of vascular areas using B-mode ultrasound is required for automated applications such as registration and navigation in medical operations. The limitations of Ultrasound imaging are the requirement of sonographer's skills, expertise, and also knowledge when making data acquisition. It also influences the quality of the images. Carotid atherosclerosis can be treated with carotid artery stenting. The starting point of needle injection cannot be determined with certainty. The position of the arteries is in the body, therefore, determining the starting point of needle injection is done by estimation only and cannot be certainly determined. To be able to determine it, the first step needed is to determine the location of the carotid artery. We propose a 3D reconstruction of carotid artery using a modified template matching based on ellipse feature to determine it. It is processed using the procedure of data acquisition, preprocessing, segmentation, outlier selection of ellipse parameter fitting, visualisation. The proposed procedure with preprocessing produces the highest accuracy compared to the template matching method and the Hough Circle method with an accuracy value of 99.41% and has the smallest standard deviation value of 1.05. The best polynomial fitting results for all data is the polynomial equation on 22nd order with the mean error value of 0.26303.

AB - Detection of vascular areas using B-mode ultrasound is required for automated applications such as registration and navigation in medical operations. The limitations of Ultrasound imaging are the requirement of sonographer's skills, expertise, and also knowledge when making data acquisition. It also influences the quality of the images. Carotid atherosclerosis can be treated with carotid artery stenting. The starting point of needle injection cannot be determined with certainty. The position of the arteries is in the body, therefore, determining the starting point of needle injection is done by estimation only and cannot be certainly determined. To be able to determine it, the first step needed is to determine the location of the carotid artery. We propose a 3D reconstruction of carotid artery using a modified template matching based on ellipse feature to determine it. It is processed using the procedure of data acquisition, preprocessing, segmentation, outlier selection of ellipse parameter fitting, visualisation. The proposed procedure with preprocessing produces the highest accuracy compared to the template matching method and the Hough Circle method with an accuracy value of 99.41% and has the smallest standard deviation value of 1.05. The best polynomial fitting results for all data is the polynomial equation on 22nd order with the mean error value of 0.26303.

KW - Carotid artery

KW - 3D reconstruction

KW - ellipse feature

KW - segmentation

KW - 3D visualisation

KW - LUMEN SEGMENTATION

U2 - 10.1080/21681163.2019.1692235

DO - 10.1080/21681163.2019.1692235

M3 - Article

VL - 8

JO - Computer methods in biomechanics and biomedical engineering-Imaging and visualization

JF - Computer methods in biomechanics and biomedical engineering-Imaging and visualization

SN - 2168-1163

IS - 3

ER -

ID: 108295445