Development of an image classification pipeline for atherosclerotic plaques assessment using supervised machine learning

BACKGROUND: During atherosclerosis, the narrowing of the arterial lumen is observed through the accumulation of bio compounds and the formation of plaque within artery walls. A non-linear optical imaging modality (NLOM), coherent anti-stokes Raman scattering (CARS) microscopy, can be used to image l...

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Detalles Bibliográficos
Autores principales: Kunchur, Natasha N., Mostaço-Guidolin, Leila B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9753267/
https://www.ncbi.nlm.nih.gov/pubmed/36517749
http://dx.doi.org/10.1186/s12859-022-05059-1

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9753267/
https://www.ncbi.nlm.nih.gov/pubmed/36517749
http://dx.doi.org/10.1186/s12859-022-05059-1

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