Development of a Deep Learning Model for Dynamic Forecasting of Blood Glucose Level for Type 2 Diabetes Mellitus: Secondary Analysis of a Randomized Controlled Trial

• Hauptverfasser: Faruqui, Syed Hasib Akhter (Verfasst von), Du, Yan (Verfasst von), Meka, Rajitha (Verfasst von), Alaeddini, Adel (Verfasst von), Li, Chengdong (Verfasst von), Shirinkam, Sara (Verfasst von), Wang, Jing (Verfasst von)
• Format: Buch
• Veröffentlicht: JMIR Publications, 2019-11-01T00:00:00Z.
• Schlagworte: article
• Online-Zugang: Connect to this object online.

BackgroundType 2 diabetes mellitus (T2DM) is a major public health burden. Self-management of diabetes including maintaining a healthy lifestyle is essential for glycemic control and to prevent diabetes complications. Mobile-based health data can play an important role in the forecasting of blood gl...