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

• Main Authors: Faruqui, Syed Hasib Akhter (Author), Du, Yan (Author), Meka, Rajitha (Author), Alaeddini, Adel (Author), Li, Chengdong (Author), Shirinkam, Sara (Author), Wang, Jing (Author)
• Format: Book
• Published: JMIR Publications, 2019-11-01T00:00:00Z.
• Subjects: article
• Online Access: 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...