Ten Fast Transfer Learning Models for Carotid Ultrasound Plaque Tissue Characterization in Augmentation Framework Embedded with Heatmaps for Stroke Risk Stratification

Background and Purpose: Only 1–2% of the internal carotid artery asymptomatic plaques are unstable as a result of >80% stenosis. Thus, unnecessary efforts can be saved if these plaques can be characterized and classified into symptomatic and asymptomatic using non-invasive B-mode ultrasound. Earl...

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Detalles Bibliográficos
Autores principales: Sanagala, Skandha S., Nicolaides, Andrew, Gupta, Suneet K., Koppula, Vijaya K., Saba, Luca, Agarwal, Sushant, Johri, Amer M., Kalra, Manudeep S., Suri, Jasjit S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8622690/
https://www.ncbi.nlm.nih.gov/pubmed/34829456
http://dx.doi.org/10.3390/diagnostics11112109

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