Developing an Individual Glucose Prediction Model Using Recurrent Neural Network

In this study, we propose a personalized glucose prediction model using deep learning for hospitalized patients who experience Type-2 diabetes. We aim for our model to assist the medical personnel who check the blood glucose and control the amount of insulin doses. Herein, we employed a deep learnin...

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Bibliographic Details
Main Authors: Dae-Yeon Kim, Dong-Sik Choi, Jaeyun Kim, Sung Wan Chun, Hyo-Wook Gil, Nam-Jun Cho, Ah Reum Kang, Jiyoung Woo
Format: Article
Language:English
Published: MDPI AG 2020-11-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/20/22/6460