Performance Analysis of Machine Learning and Deep Learning Architectures on Early Stroke Detection Using Carotid Artery Ultrasound Images

Atherosclerotic plaque deposit in the carotid artery is used as an early estimate to identify the presence of cardiovascular diseases. Ultrasound images of the carotid artery are used to provide the extent of stenosis by examining the intima-media thickness and plaque diameter. A total of 361 images...

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Detalles Bibliográficos
Autores principales: Latha, S., Muthu, P., Lai, Khin Wee, Khalil, Azira, Dhanalakshmi, Samiappan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8830903/
https://www.ncbi.nlm.nih.gov/pubmed/35153728
http://dx.doi.org/10.3389/fnagi.2021.828214

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8830903/
https://www.ncbi.nlm.nih.gov/pubmed/35153728
http://dx.doi.org/10.3389/fnagi.2021.828214

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