Multimedia Data-Based Artificial Pancreas for Type 2 Diabetes

Multimedia Data-Based Artificial Pancreas for Type 2 Diabetes

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...

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Veröffentlicht in:IEEE multimedia 2022-01, Vol.29 (1), p.18-27
Hauptverfasser: Keshary, Shivom, T, Padmapritha, Bekiroglu, Korkut, Seshadhri, Subathra, Srinivasan, Seshadhri
Format: Magazinearticle
Sprache:eng
Schlagworte:
Algorithms
Artificial biological organs
artificial pancreas
Blood
Computational modeling
Control algorithms
Control theory
Data models
Diabetes
Glucose
Insulin
Multimedia
multimedia data
Older adults
Pancreas
Personalization
type 2 diabetes
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Beschreibung
Zusammenfassung: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.
ISSN:1070-986X
1941-0166
DOI:10.1109/MMUL.2022.3154534