Vessel segmentation for X-ray coronary angiography using ensemble methods with deep learning and filter-based features

BACKGROUND: Automated segmentation of coronary arteries is a crucial step for computer-aided coronary artery disease (CAD) diagnosis and treatment planning. Correct delineation of the coronary artery is challenging in X-ray coronary angiography (XCA) due to the low signal-to-noise ratio and confound...

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Detalles Bibliográficos
Autores principales: Gao, Zijun, Wang, Lu, Soroushmehr, Reza, Wood, Alexander, Gryak, Jonathan, Nallamothu, Brahmajee, Najarian, Kayvan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8767756/
https://www.ncbi.nlm.nih.gov/pubmed/35045816
http://dx.doi.org/10.1186/s12880-022-00734-4

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8767756/
https://www.ncbi.nlm.nih.gov/pubmed/35045816
http://dx.doi.org/10.1186/s12880-022-00734-4

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