Modeling of Insulin Injection for Type-1 Diabetes Mellitus Management
Jadsadaphongphaibool R, Bi D, Lorenz CD, Deng Y, Schober R (2025)
Publication Type: Conference contribution
Publication year: 2025
Journal
Publisher: Institute of Electrical and Electronics Engineers Inc.
Pages Range: 6063-6068
Conference Proceedings Title: IEEE International Conference on Communications
Event location: Montreal, QC, CAN
ISBN: 9798331505219
DOI: 10.1109/ICC52391.2025.11160939
Abstract
Diabetes mellitus is a global health crisis characterized by poor blood sugar regulation, impacting millions of people worldwide and leading to severe complications and mortality. Although Type 1 Diabetes Mellitus (T1DM) has a lower number of cases compared to other forms of diabetes, it is often diagnosed at a young age and requires lifelong exogenous insulin administration. In this paper, we focus on understanding the interaction of insulin and glucose molecules within the subcutaneous layer, which is crucial for blood sugar control in T1DM patients. Specifically, we propose a comprehensive model to characterize the insulin-glucose system within the subcutaneous layer, incorporating a multicellular molecular communication system. We then divide the T1DM system into insulin and glucose subsystems and derive the end-to-end expression for insulin-glucose interaction in the subcutaneous layer. We further validate and demonstrate the correctness of our insulin-glucose interaction analysis via an agent-based simulator.
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United Kingdom (GB)How to cite
APA:
Jadsadaphongphaibool, R., Bi, D., Lorenz, C.D., Deng, Y., & Schober, R. (2025). Modeling of Insulin Injection for Type-1 Diabetes Mellitus Management. In Matthew Valenti, David Reed, Melissa Torres (Eds.), IEEE International Conference on Communications (pp. 6063-6068). Montreal, QC, CAN: Institute of Electrical and Electronics Engineers Inc..
MLA:
Jadsadaphongphaibool, Rinrada, et al. "Modeling of Insulin Injection for Type-1 Diabetes Mellitus Management." Proceedings of the 2025 IEEE International Conference on Communications, ICC 2025, Montreal, QC, CAN Ed. Matthew Valenti, David Reed, Melissa Torres, Institute of Electrical and Electronics Engineers Inc., 2025. 6063-6068.
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