Varying pixel resolution significantly improves deep learning-based carotid plaque histology segmentation
Abstract Carotid plaques—the buildup of cholesterol, calcium, cellular debris, and fibrous tissues in carotid arteries—can rupture, release microemboli into the cerebral vasculature and cause strokes. The likelihood of a plaque rupturing is thought to be associated with its composition (i.e. lipid,...
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| Main Authors: | , , , , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-01-01
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| Series: | Scientific Reports |
| Online Access: | https://doi.org/10.1038/s41598-024-83948-6 |
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