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Machine Learning Approach for Metabolic Syndrome Diagnosis Using Explainable Data-Augmentation-Based Classification

Metabolic syndrome (MetS) is a cluster of risk factors including hypertension, hyperglycemia, dyslipidemia, and abdominal obesity. Metabolism-related risk factors include diabetes and heart disease. MetS is also linked to numerous cancers and chronic kidney disease. All of these variables raise medi...

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Detalles Bibliográficos
Autores principales: Sghaireen, Mohammed G., Al-Smadi, Yazan, Al-Qerem, Ahmad, Srivastava, Kumar Chandan, Ganji, Kiran Kumar, Alam, Mohammad Khursheed, Nashwan, Shadi, Khader, Yousef
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9777696/
https://www.ncbi.nlm.nih.gov/pubmed/36553124
http://dx.doi.org/10.3390/diagnostics12123117