Chang Niu

No ORCID on file · 1 paper in corpus

observational 2026

Development and Validation of a Predictive Model Using Logistic Regression and Machine Learning for Carotid Artery Atherosclerosis Risk in Postmenopausal Han Women from Northern China: A Retrospective Case-Control Study

International journal of women's health ·doi:10.2147/ijwh.s595246

BACKGROUND: Postmenopausal women are at elevated risk for carotid atherosclerosis due to estrogen decline, yet existing prediction models do not incorporate genetic markers. This study aimed to develop and validate a risk prediction model c…