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A Comparison of Machine Learning Techniques for the Detection of Type-2 Diabetes Mellitus: Experiences from Bangladesh

Diabetes is a chronic disease caused by a persistently high blood sugar level, causing other chronic diseases, including cardiovascular, kidney, eye, and nerve damage. Prompt detection plays a vital role in reducing the risk and severity associated with diabetes, and identifying key risk factors can...

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Principais autores: Md. Jamal Uddin, Md. Martuza Ahamad, Md. Nesarul Hoque, Md. Abul Ala Walid, Sakifa Aktar, Naif Alotaibi, Salem A. Alyami, Muhammad Ashad Kabir, Mohammad Ali Moni
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2023-07-01
coleção:Information
Assuntos:
diabetes mellitus
machine learning
survey
feature selection
feature importance
Acesso em linha:https://www.mdpi.com/2078-2489/14/7/376
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