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Automatic segmentation of coronary lumen and external elastic membrane in intravascular ultrasound images using 8-layer U-Net
BACKGROUND: Intravascular ultrasound (IVUS) is the golden standard in accessing the coronary lesions, stenosis, and atherosclerosis plaques. In this paper, a fully automatic approach by an 8-layer U-Net is developed to segment the coronary artery lumen and the area bounded by external elastic membra...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7866471/ https://www.ncbi.nlm.nih.gov/pubmed/33549115 http://dx.doi.org/10.1186/s12938-021-00852-0 |