An AI-based module for interstitial glucose forecasting enabling a “Do-It-Yourself” application for people with type 1 diabetes

• Published in: Frontiers in digital health Vol. 7; p. 1534830
• Main Authors: Rodriguez-Almeida, Antonio J., Socorro-Marrero, Guillermo V., Betancort, Carmelo, Zamora-Zamorano, Garlene, Deniz-Garcia, Alejandro, Álvarez-Malé, María L., Årsand, Eirik, Soguero-Ruiz, Cristina, Wägner, Ana M., Granja, Conceição, Callico, Gustavo M., Fabelo, Himar
• Format: Journal Article
• Language: English
• Published: Switzerland Frontiers Media S.A 2025
• Subjects: continuous glucose monitoring; deep learning; mHealth; personalized medicine; type 1 diabetes; mHealth; deep learning; type 1 diabetes; continuous glucose monitoring; personalized medicine

Diabetes mellitus (DM) is a chronic condition defined by increased blood glucose that affects more than 500 million adults. Type 1 diabetes (T1D) needs to be treated with insulin. Keeping glucose within the desired range is challenging. Despite the advances in the mHealth field, the appearance of th...