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Prediction model of obstructive sleep apnea–related hypertension: Machine learning–based development and interpretation study

BACKGROUND: Obstructive sleep apnea (OSA) is a globally prevalent disease closely associated with hypertension. To date, no predictive model for OSA-related hypertension has been established. We aimed to use machine learning (ML) to construct a model to analyze risk factors and predict OSA-related h...

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Detalles Bibliográficos
Autores principales: Shi, Yewen, Ma, Lina, Chen, Xi, Li, Wenle, Feng, Yani, Zhang, Yitong, Cao, Zine, Yuan, Yuqi, Xie, Yushan, Liu, Haiqin, Yin, Libo, Zhao, Changying, Wu, Shinan, Ren, Xiaoyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9760810/
https://www.ncbi.nlm.nih.gov/pubmed/36545020
http://dx.doi.org/10.3389/fcvm.2022.1042996