Stratifying vascular disease patients into homogeneous subgroups using machine learning and FLAIR MRI biomarkers

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...

Full description

Saved in:
Bibliographic Details
Main Authors: Karissa Chan, Corinne Fischer, Pejman Jabehdar Maralani, Sandra E. Black, Alan R. Moody, April Khademi
Format: Article
Language:English
Published: Nature Portfolio 2024-12-01
Series:npj Imaging
Online Access:https://doi.org/10.1038/s44303-024-00063-x
Tags: Add Tag
No Tags, Be the first to tag this record!

Similar Items

Similar Items