Prediction of carotid plaque by blood biochemical indices and related factors based on Fisher discriminant analysis.

ABSTRACT:

Objective

This study aims to establish the predictive model of carotid plaque formation and carotid plaque location by retrospectively analyzing the clinical data of subjects with carotid plaque formation and normal people, and to provide technical support for screening patients with carotid plaque.

Methods

There were 4300 subjects in the ultrasound department of Maanshan People's Hospital collected from December 2013 to December 2018. We used demographic and biochemical data from 3700 subjects to establish predictive models for carotid plaque and its location. The leave-one-out cross-validated classification, 600 external data validation, and area under the receiver operating characteristic curve (AUC) were used to verify the accuracy, sensitivity, specificity, and applicat

SUBMITTER: Hu J 

PROVIDER: S-EPMC9377085 | biostudies-literature | 2022 Aug

REPOSITORIES: biostudies-literature