Multimedia Data-Based Artificial Pancreas for Type 2 Diabetes
Published in IEEE MultiMedia, 2022
Recommended citation: S. Keshary, P. T, K. Bekiroglu, S. Seshadhri and S. Srinivasan (2022). Multimedia Data-Based Artificial Pancreas for Type 2 Diabetes. IEEE MultiMedia, vol. 29, no. 1, pp. 18-27, 1 Jan.-March 2022. https://ieeexplore.ieee.org/abstract/document/9721600
An artificial pancreases (AP) is a device for managing diabetes through automated insulin infusion. The control algorithm is the heart of the AP that computes the insulin infusion based on blood glucose measurements. In this article, we investigate the role of multimedia data to enable the advanced control techniques that could personalize AP in elderly type 2 diabetes patients. The performance is evaluated through in silico studies on a patient simulator wherein the patient model is computed based on the data collected from clinical studies.