A Deep Neural Network Application for Improved Prediction of $\text{HbA}_{\text{1c}}$ in Type 1 Diabetes
نویسندگان
چکیده
منابع مشابه
prevalence of atopic dermatitis in children with type 1 diabetes mellitus in southeastern of iran (kerman province): a case-control study
چکیده ندارد.
15 صفحه اولDevelopment of a neural network for prediction of glucose concentration in type 1 diabetes patients.
BACKGROUND A major difficulty in the management of diabetes is the optimization of insulin therapies to avoid occurrences of hypoglycemia and hyperglycemia. Many factors impact glucose fluctuations in diabetes patients, such as insulin dosage, nutritional intake, daily activities and lifestyle (e.g., sleep-wake cycles and exercise), and emotional states (e.g., stress). The overall effect of the...
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ژورنال
عنوان ژورنال: IEEE Journal of Biomedical and Health Informatics
سال: 2020
ISSN: 2168-2194,2168-2208
DOI: 10.1109/jbhi.2020.2967546