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Pregled bibliografske jedinice broj: 1085078

Centerline Tracking of the Single Coronary Artery from X-ray Angiograms


Habijan, Marija; Babin, Danilo; Galic, Irena; Leventic, Hrvoje; Velicki, Lazar; Cankovic, Milenko
Centerline Tracking of the Single Coronary Artery from X-ray Angiograms // 2020 International Symposium ELMAR
Zadar: IEEE, 2020. str. 117-122 doi:10.1109/elmar49956.2020.9219025 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


CROSBI ID: 1085078 Za ispravke kontaktirajte CROSBI podršku putem web obrasca

Naslov
Centerline Tracking of the Single Coronary Artery from X-ray Angiograms

Autori
Habijan, Marija ; Babin, Danilo ; Galic, Irena ; Leventic, Hrvoje ; Velicki, Lazar ; Cankovic, Milenko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
2020 International Symposium ELMAR / - Zadar : IEEE, 2020, 117-122

ISBN
978-1-7281-5973-7

Skup
2020 International Symposium ELMAR

Mjesto i datum
Zadar, Hrvatska, 14-15.09.2020

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
coronary artery segmentation, coronary artery tracking, medical imaging, x-ray angiogram

Sažetak
Accurate determination of physiology and morphology of individual coronary artery is a prerequisite for its quantification as well as for planning procedures such as angioplasty. Therefore, in this paper, we propose a semi-automatic method for centerline extraction and tracking of the single coronary artery. Our approach is based on ridge edge detection and thresholding, after which the centerline of a vessel tree is extracted using skeletonization. After that, we manually select two points: at the start and the end of the single coronary artery. Finding the shortest path between selected points is used for single coronary centerline extraction. Finally, the template matching of selected points allows centerline tracking through the whole sequence. Obtained results show successful centerline extraction and tracking with satisfactory accuracy, precision, sensitivity and F1-score, of 81%, 79%, 81% and 0.76, respectively.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Projekt / tema
UIP-2017-05-4968 - Metode za interpretaciju medicinskih snimki za detaljnu analizu zdravlja srca (IMAGINEHEART) (Galić, Irena, HRZZ - 2017-05 )

Ustanove
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek

Profili:

Avatar Url Irena Galić (autor)

Avatar Url Hrvoje Leventić (autor)

Avatar Url Marija Habijan (autor)

Citiraj ovu publikaciju

Habijan, Marija; Babin, Danilo; Galic, Irena; Leventic, Hrvoje; Velicki, Lazar; Cankovic, Milenko
Centerline Tracking of the Single Coronary Artery from X-ray Angiograms // 2020 International Symposium ELMAR
Zadar: IEEE, 2020. str. 117-122 doi:10.1109/elmar49956.2020.9219025 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Habijan, M., Babin, D., Galic, I., Leventic, H., Velicki, L. & Cankovic, M. (2020) Centerline Tracking of the Single Coronary Artery from X-ray Angiograms. U: 2020 International Symposium ELMAR doi:10.1109/elmar49956.2020.9219025.
@article{article, year = {2020}, pages = {117-122}, DOI = {10.1109/elmar49956.2020.9219025}, keywords = {coronary artery segmentation, coronary artery tracking, medical imaging, x-ray angiogram}, doi = {10.1109/elmar49956.2020.9219025}, isbn = {978-1-7281-5973-7}, title = {Centerline Tracking of the Single Coronary Artery from X-ray Angiograms}, keyword = {coronary artery segmentation, coronary artery tracking, medical imaging, x-ray angiogram}, publisher = {IEEE}, publisherplace = {Zadar, Hrvatska} }

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