Recent applications of machine learning and deep learning models in the prediction, diagnosis, and management of diabetes: a comprehensive review

Diabetes as a metabolic illness can be characterized by increased amounts of blood glucose. This abnormal increase can lead to critical detriment to the other organs such as the kidneys, eyes, heart, nerves, and blood vessels. Therefore, its prediction, prognosis, and management are essential to pre...

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Bibliographic Details
Published in:	Diabetology and metabolic syndrome Vol. 14; no. 1; pp. 196 - 39
Main Authors:	Afsaneh, Elaheh, Sharifdini, Amin, Ghazzaghi, Hadi, Ghobadi, Mohadeseh Zarei
Format:	Journal Article
Language:	English
Published:	London BioMed Central 27.12.2022 BioMed Central Ltd BMC
Subjects:	Algorithms Blood glucose Blood sugar Care and treatment Data mining Deep learning Diabetes Diabetes therapy Endocrinology Gestational Diabetes Mellitus Machine learning Medicine Medicine & Public Health Metabolic Diseases Prognosis Review Surveys Type 1 diabetes Type 1 Diabetes Mellitus Type 2 diabetes Type 2 Diabetes Mellitus Deep learning Blood glucose Gestational Diabetes Mellitus Type 1 Diabetes Mellitus Type 2 Diabetes Mellitus Machine learning
ISSN:	1758-5996, 1758-5996
Online Access:	Get full text
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