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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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| Publicado en: | Biomed Opt Express |
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| Main Authors: | , , , , , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado: |
Optical Society of America
2019
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| Assuntos: | |
| Acceso en liña: | 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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