A Convolutional Neural Network for Automatic Characterization of Plaque Composition in Carotid Ultrasound

Characterization of carotid plaque composition, more specifically the amount of lipid core, fibrous tissue, and calcified tissue, is an important task for the identification of plaques that are prone to rupture, and thus for early risk estimation of cardiovascular and cerebrovascular events. Due to...

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Publicado en:IEEE J Biomed Health Inform
Autores principales: Lekadir, Karim, Galimzianova, Alfiia, Betriu, Àngels, del Mar Vila, Maria, Igual, Laura, Rubin, Daniel L., Fernández, Elvira, Radeva, Petia, Napel, Sandy
Formato: Artigo
Lenguaje:Inglês
Publicado: 2016
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Article
Acceso en línea:https://ncbi.nlm.nih.gov/pmc/articles/PMC5293622/
https://ncbi.nlm.nih.gov/pubmed/27893402
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/JBHI.2016.2631401
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