Automatic segmentation of optical coherence tomography pullbacks of coronary arteries treated with bioresorbable vascular scaffolds: Application to hemodynamics modeling

Bologna, Marco; Migliori, Susanna; Montin, Eros; Rampat, Rajiv; Dubini, Gabriele; Migliavacca, Francesco; Mainardi, Luca; Chiastra, Claudio

doi:10.1371/journal.pone.0213603

Automatic algorithms for stent struts segmentation in optical coherence tomography (OCT) images of coronary arteries have been developed over the years, particularly with application on metallic stents. The aim of this study is three-fold: (1) to develop and to validate a segmentation algorithm for the detection of both lumen contours and polymeric bioresorbable scaffold struts from 8-bit OCT images, (2) to develop a method for automatic OCT pullback quality assessment, and (3) to demonstrate the applicability of the segmentation algorithm for the creation of patient-specific stented coronary artery for local hemodynamics analysis.

Automatic segmentation of optical coherence tomography pullbacks of coronary arteries treated with bioresorbable vascular scaffolds: Application to hemodynamics modeling / Bologna, Marco; Migliori, Susanna; Montin, Eros; Rampat, Rajiv; Dubini, Gabriele; Migliavacca, Francesco; Mainardi, Luca; Chiastra, Claudio. - In: PLOS ONE. - ISSN 1932-6203. - 14:3(2019), pp. e0213603-1-e0213603-17. [10.1371/journal.pone.0213603]

Titolo:	Automatic segmentation of optical coherence tomography pullbacks of coronary arteries treated with bioresorbable vascular scaffolds: Application to hemodynamics modeling
Autori:	Bologna, Marco Migliori, Susanna Montin, Eros Rampat, Rajiv DUBINI, GABRIELE MIGLIAVACCA, FRANCESCO MAINARDI, LUCA CHIASTRA, CLAUDIO mostra contributor esterni nascondi contributor esterni
Data di pubblicazione:	2019
Rivista:	PLOS ONE
Digital Object Identifier (DOI):	http://dx.doi.org/10.1371/journal.pone.0213603
Appare nelle tipologie:	1.1 Articolo in rivista

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