SLAS technologyHumansBiomarkersMachine LearningMaleFemale
Development and validation of a multimodal machine learning model integrating ultrasound imaging and serum biomarkers for vulnerable carotid plaque prediction.
Ping Wei, Yuanyuan Yang, Yanhong Yan, Chunhong Wei, Pinjing Hui
Published: 202510.1016/j.slast.2025.100361
Abstract
OBJECTIVE: To establish and validate the radiomics model of carotid vulnerable plaque. METHODS: 182 patients who underwent carotid endarterectomy in the First Affiliated Hospital of Soochow University from January 2019 to June 2022 were retrospective…
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