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A Combined Method for Diabetes Mellitus Diagnosis Using Deep Learning, Singular Value Decomposition, and Self-Organizing Map Approaches
Diabetes in humans is a rapidly expanding chronic disease and a major crisis in modern societies. The classification of diabetics is a challenging and important procedure that allows the interpretation of diabetic data and diagnosis. Missing values in datasets can impact the prediction accuracy of t...
Autores principales: | Nilashi, Mehrbakhsh, Abumalloh, Rabab Ali, Alyami, Sultan, Alghamdi, Abdullah, Alrizq, Mesfer |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10217066/ https://www.ncbi.nlm.nih.gov/pubmed/37238305 http://dx.doi.org/10.3390/diagnostics13101821 |
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