Development and validation of explainable machine-learning models for carotid atherosclerosis early screening

Development and validation of explainable machine-learning models for carotid atherosclerosis early screening

Abstract Background Carotid atherosclerosis (CAS), an important factor in the development of stroke, is a major public health concern. The aim of this study was to establish and validate machine learning (ML) models for early screening of CAS using routine health check-up indicators in northeast Chi...

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Bibliographic Details
Main Authors: Ke Yun, Tao He, Shi Zhen, Meihui Quan, Xiaotao Yang, Dongliang Man, Shuang Zhang, Wei Wang, Xiaoxu Han
Format: Article
Language:English
Published: BMC 2023-05-01
Series:Journal of Translational Medicine
Subjects:
Machine learning
Carotid atherosclerosis
Explainable model
Online Access:https://doi.org/10.1186/s12967-023-04093-8

Internet

https://doi.org/10.1186/s12967-023-04093-8

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