Stratifying vascular disease patients into homogeneous subgroups using machine learning and FLAIR MRI biomarkers
Abstract This study proposes a framework to stratify vascular disease patients based on brain health and cerebrovascular disease (CVD) risk using regional FLAIR biomarkers. Intensity and texture biomarkers were extracted from FLAIR volumes of 379 atherosclerosis patients. K-Means clustering identifi...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2024-12-01
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| Series: | npj Imaging |
| Online Access: | https://doi.org/10.1038/s44303-024-00063-x |
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