Ultrasound Intima-Media Complex (IMC) Segmentation Using Deep Learning Models

Ultrasound Intima-Media Complex (IMC) Segmentation Using Deep Learning Models

Common carotid intima-media thickness (CIMT) is a common measure of atherosclerosis, often assessed through carotid ultrasound images. However, the use of deep learning methods for medical image analysis, segmentation and CIMT measurement in these images has not been extensively explored. This study...

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Bibliographic Details
Main Authors: Hanadi Hassen Mohammed, Omar Elharrouss, Najmath Ottakath, Somaya Al-Maadeed, Muhammad E. H. Chowdhury, Ahmed Bouridane, Susu M. Zughaier
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Applied Sciences
Subjects:
ultrasound imaging
image segmentation
intima-media thickness
carotid artery
deep learning
Online Access:https://www.mdpi.com/2076-3417/13/8/4821

Internet

https://www.mdpi.com/2076-3417/13/8/4821

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