Artificial Intelligence improving life of type 1 diabetes

EasyChair Preprint 2023

Abstract

The recent increased availability of insulin pumps and continuous glucose monitors created a new focus in current research: the development of a close-loop system that would become the perfect artificial pancreas. So far, there are some community projects that try to achieve this goal. If our hypothesis is supported, then artificial intelligence could solve this problem once and for all. Artificial intelligence could help the patient maintain the blood glucose level as stable as possible, while requiring little to no interaction from the user. Such a closed-loop system may improve the quality of life for the patient and prevent the long-term side effects of diabetes.

Keyphrases: Artificial Intelligence, Artificial Pancreas, LSTM, blood glucose, closed-loop, linear regresion, type 1 diabetes

@booklet{EasyChair:2023,
  author    = {Bogdan-Petru Butunoi},
  title     = {Artificial Intelligence improving life of type 1 diabetes},
  howpublished = {EasyChair Preprint 2023},
  year      = {EasyChair, 2019}}