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A Personalized and Adaptive Insulin Bolus Calculator Based on Double Deep Q- Learning to Improve Type 1 Diabetes Management.

, , , , and . IEEE J. Biomed. Health Informatics, 27 (5): 2536-2544 (May 2023)

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Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes - An In Silico Proof-of-Concept., , , , and . Sensors, 19 (14): 3168 (2019)A Deep-Learning Based Algorithm for the Management of Hyperglycemia in Type 1 Diabetes Therapy., , , , and . BSN, page 1-4. IEEE, (2023)A New Decision Support System for Type 1 Diabetes Management., , , , , and . EMBC, page 1993-1996. IEEE, (2021)Machine-Learning Based Model to Improve Insulin Bolus Calculation in Type 1 Diabetes Therapy., , , , , and . IEEE Trans. Biomed. Eng., 68 (1): 247-255 (2021)Advanced Diabetes Management Using Artificial Intelligence and Continuous Glucose Monitoring Sensors., , , and . Sensors, 20 (14): 3870 (2020)A Personalized and Adaptive Insulin Bolus Calculator Based on Double Deep Q- Learning to Improve Type 1 Diabetes Management., , , , and . IEEE J. Biomed. Health Informatics, 27 (5): 2536-2544 (May 2023)Individualized Models for Glucose Prediction in Type 1 Diabetes: Comparing Black-Box Approaches to a Physiological White-Box One., , , , and . IEEE Trans. Biomed. Eng., 70 (11): 3105-3115 (November 2023)In-silico Assessment of Preventive Hypotreatment Efficacy and Development of a Continuous Glucose Monitoring Based Algorithm to Prevent/Mitigate Hypoglycemia in Type 1 Diabetes., , , , , and . EMBC, page 4133-4136. IEEE, (2019)A Correction Insulin Bolus Delivery Strategy for Decision Support Systems in Type 1 Diabetes., , , , and . EMBC, page 1832-1835. IEEE, (2021)ReplayBG: A Digital Twin-Based Methodology to Identify a Personalized Model From Type 1 Diabetes Data and Simulate Glucose Concentrations to Assess Alternative Therapies., , , , and . IEEE Trans. Biomed. Eng., 70 (11): 3227-3238 (November 2023)