Blood pressure stratification using photoplethysmography and light gradient boosting machine

Introduction: Globally, hypertension (HT) is a substantial risk factor for cardiovascular disease and mortality; hence, rapid identification and treatment of HT is crucial. In this study, we tested the light gradient boosting machine (LightGBM) machine learning method for blood pressure stratificati...

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Detalles Bibliográficos
Autores principales: Hu, Xudong, Yin, Shimin, Zhang, Xizhuang, Menon, Carlo, Fang, Cheng, Chen, Zhencheng, Elgendi, Mohamed, Liang, Yongbo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Physiology
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9986584/
https://www.ncbi.nlm.nih.gov/pubmed/36891146
http://dx.doi.org/10.3389/fphys.2023.1072273

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9986584/
https://www.ncbi.nlm.nih.gov/pubmed/36891146
http://dx.doi.org/10.3389/fphys.2023.1072273

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