Encoder-Decoder Architecture for Ultrasound IMC Segmentation and cIMT Measurement

Encoder-Decoder Architecture for Ultrasound IMC Segmentation and cIMT Measurement

Cardiovascular diseases (CVDs) have shown a huge impact on the number of deaths in the world. Thus, common carotid artery (CCA) segmentation and intima-media thickness (IMT) measurements have been significantly implemented to perform early diagnosis of CVDs by analyzing IMT features. Using computer...

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Bibliographic Details
Main Authors: Aisha Al-Mohannadi, Somaya Al-Maadeed, Omar Elharrouss, Kishor Kumar Sadasivuni
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Sensors
Subjects:
carotid intima-media thickness
IMT
CCA
segmentation
deep learning
encoder-decoder model
Online Access:https://www.mdpi.com/1424-8220/21/20/6839

Internet

https://www.mdpi.com/1424-8220/21/20/6839

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