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Capsule networks for segmentation of small intravascular ultrasound image datasets

PURPOSE: Intravascular ultrasound (IVUS) imaging is crucial for planning and performing percutaneous coronary interventions. Automatic segmentation of lumen and vessel wall in IVUS images can thus help streamlining the clinical workflow. State-of-the-art results in image segmentation are achieved wi...

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Detalles Bibliográficos
Autores principales: Bargsten, Lennart, Raschka, Silas, Schlaefer, Alexander
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8295165/
https://www.ncbi.nlm.nih.gov/pubmed/34125391
http://dx.doi.org/10.1007/s11548-021-02417-x