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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Pubblicato in:IEEE J Biomed Health Inform
Autori principali: Lekadir, Karim, Galimzianova, Alfiia, Betriu, Àngels, del Mar Vila, Maria, Igual, Laura, Rubin, Daniel L., Fernández, Elvira, Radeva, Petia, Napel, Sandy
Natura: Artigo
Lingua:Inglês
Pubblicazione: 2016
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Article
Accesso online: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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