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Automated stent coverage analysis in intravascular OCT (IVOCT) image volumes using a support vector machine and mesh growing

Absence of vascular-stent tissue coverage by IVOCT is a biomarker for potential stent-related thrombosis. We developed highly-automated algorithms to classify covered and uncovered struts and quantitatively evaluate stent apposition. We trained a machine learning model on 7,125 images, and included...

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Bibliografski detalji
Izdano u:Biomed Opt Express
Glavni autori: Lu, Hong, Lee, Juhwan, Ray, Soumya, Tanaka, Kentaro, Bezerra, Hiram G., Rollins, Andrew M., Wilson, David L.
Format: Artigo
Jezik:Inglês
Izdano: Optical Society of America 2019
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6583335/
https://ncbi.nlm.nih.gov/pubmed/31259053
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.10.002809
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