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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| Main Authors: | , , , , |
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| Format: | Article |
| Published: |
Frontiers Media SA
2022
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| Subjects: | |
| Online Access: | http://eprints.um.edu.my/33456/ |
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| Institution: | Universiti Malaya |