Mixed Time Series Neural Network Glycemic Prediction for Patients with Diabetes Mellitus with the Prospect of Being Used as Part of an Intelligent Insulin Pump

The paper considers the prospect of using a neural network self-learning algorithm for personalizing insulin therapy within the software and hardware complex of an intelligent insulin pump (IIP). IIP is an autonomous automatic insulin control system that can completely simulate the secretion of insu...

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Bibliographic Details
Main Authors: Svetlana Novikova, Zaid Mingaliev
Format: Article
Language:Russian
Published: The Fund for Promotion of Internet media, IT education, human development «League Internet Media» 2021-04-01
Series:Современные информационные технологии и IT-образование
Subjects:
Online Access:http://sitito.cs.msu.ru/index.php/SITITO/article/view/732