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Adaptive Thresholding for Single Click Left Atrial Appendage Segmentation (CROSBI ID 684733)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Vdovjak, Krešimir ; Leventić, Hrvoje ; Habijan, Marija ; Galić, Irena Adaptive Thresholding for Single Click Left Atrial Appendage Segmentation // Proceedings ELMAR-2019 / Muštra, Mario ; Vuković, Josip ; Zovko-Cihlar, Branka (ur.). Zadar, 2019. str. 35-38 doi: 10.1109/ELMAR.2019.8918651

Podaci o odgovornosti

Vdovjak, Krešimir ; Leventić, Hrvoje ; Habijan, Marija ; Galić, Irena

engleski

Adaptive Thresholding for Single Click Left Atrial Appendage Segmentation

We present a novel automatic adaptive thresholdingmethod which, when combined with our previously publishedsemi-automatic LAA segmentation method, provides a frame-work for the accurate LAA segmentation requiring minimal userinteraction. The method proposed in this paper automaticallyperforms the adaptive thresholding step, thus the frameworknow requires only a single click inside the LAA to perform thesegmentation.Performance of the proposed method is evaluated on 17 CCTAdatasets manually segmented by two medical experts. The LAAsegmentation results using the proposed adaptive thresholdingmethod are compared to the segmentation results achieved witha manually selected threshold. The proposed method results ina comparable DICE overlap to the segmentation results with amanually selected threshold, while removing the subjectivity ofthe manual selection.

Adaptive thresholding ; CCTA ; LAA ; Left atrial appendage segmentation

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Podaci o prilogu

35-38.

2019.

objavljeno

10.1109/ELMAR.2019.8918651

Podaci o matičnoj publikaciji

Proceedings ELMAR-2019

Muštra, Mario ; Vuković, Josip ; Zovko-Cihlar, Branka

Zadar:

978-1-7281-2182-6

Podaci o skupu

61st International Symposium Electronics in Marine (ELMAR 2019)

predavanje

23.09.2019-25.09.2019

Zadar, Hrvatska

Povezanost rada

Računarstvo

Poveznice