Future Glycemic Events Prediction Model Based On Artificial Neural Network

• Main Authors: Syafrudin, Muhammad, Alfian, Ganjar, Fitriyani, Norma Latif, Hadibarata, Tony, Rhee, Jongtae, Anshari, Muhammad
• Format: Conference or Workshop Item PeerReviewed
• Language: English
• Published: 2022
• Subjects: Electrical and Electronic Engineering; Engineering
• Online Access: https://repository.ugm.ac.id/283085/1/Alfian_SV.pdf; https://repository.ugm.ac.id/283085/; https://ieeexplore.ieee.org/document/9990708

Predicting future glycemic events such as hypoglycemia, hyperglycemia, and normal for type 1 diabetes (T1D) remains a significant and challenging issue. In this study, an artificial neural network (ANN)-based model is proposed to predict the future glycemic events of T1D patients. We utilized five T...