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Semi-automatic Left Atrial Appendage Segmentation from 3D CCTA images


Leventić, Hrvoje; Babin, Danilo; Velicki, Lazar; Galić, Irena; Zlokolica, Vladimir
Semi-automatic Left Atrial Appendage Segmentation from 3D CCTA images // Proceedings ELMAR-2017 / Muštra, Mario ; Vitas, Dijana ; Zovko-Cihlar, Branka (ur.).
Zagreb: LotusGRAF, 2017. str. 51-55 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


Naslov
Semi-automatic Left Atrial Appendage Segmentation from 3D CCTA images

Autori
Leventić, Hrvoje ; Babin, Danilo ; Velicki, Lazar ; Galić, Irena ; Zlokolica, Vladimir

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

Izvornik
Proceedings ELMAR-2017 / Muštra, Mario ; Vitas, Dijana ; Zovko-Cihlar, Branka - Zagreb : LotusGRAF, 2017, 51-55

ISBN
978-953-184-230-3

Skup
59th International Symposium ELMAR-2017

Mjesto i datum
Zadar, Hrvatska, 18-20.09.2017

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
CCTA ; LAA ; Left atrial appendage segmentation ; Centerline detection

Sažetak
Left Atrial Appendage closure is a relatively novel percutaneous procedure for patients suffering from Atrial Fibrillation (AF). LAA closure has only recently been approved for clinical use and preparations for closure procedures are in most hospitals performed by manual segmentation of Coronary CT Angiography (CCTA) images. We present a novel semi-automatic LAA segmentation method using two seed points (starting and stopping points for segmentation) and manually selected threshold. The method performs the visualization of the segmented LAA and enables a doctor to select 3 points which define a plane in 3D space (the ostium) where the LAA will be occluded. Performance of the proposed method is evaluated on 8 CCTA datasets manually segmented by a cardiovascular surgeon. Proposed method achieves an average DICE coefficient of 91.7% on evaluation datasets.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo



POVEZANOST RADA


Ustanove
Fakultet elektrotehnike, računarstva i informacijskih tehnologija Osijek