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

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 China. METH...

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Detalles Bibliográficos
Autores principales: Yun, Ke, He, Tao, Zhen, Shi, Quan, Meihui, Yang, Xiaotao, Man, Dongliang, Zhang, Shuang, Wang, Wei, Han, Xiaoxu
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2023
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10225282/
https://www.ncbi.nlm.nih.gov/pubmed/37246225
http://dx.doi.org/10.1186/s12967-023-04093-8

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