Research Articles
Sorensen vs. Bergman vs. Hovorka: A Comprehensive Performance Analysis of Diabetes Metabolic Models
This article provides a detailed comparative analysis of three foundational mathematical models of glucose-insulin dynamics: the Sorensen, Bergman Minimal, and Hovorka models.
Comparative Analysis of Predictive Interstitial Glucose Classification Models: From Traditional ML to Advanced Deep Learning
This article provides a comprehensive comparative analysis of predictive models for classifying interstitial glucose levels, a critical task for modern diabetes management.
Steroid-Induced Hyperglycemia Management: From Pathophysiology to Novel Therapeutic Targets in Drug Development
This article provides a comprehensive analysis of glucocorticoid-induced hyperglycemia (GIH), a prevalent yet often neglected clinical challenge affecting over one-third of patients.
Optimizing Meal and Insulin Timing Coordination: From Foundational Physiology to AI-Driven Clinical Strategies
This article synthesizes current scientific and technological advancements in coordinating meal intake with insulin administration for diabetes management, tailored for researchers and drug development professionals.
Optimizing Glycemic Control: A Scientific Review of Injection Site Rotation for the Prevention of Insulin-Associated Lipodystrophy
This article provides a comprehensive analysis for researchers and clinical scientists on the critical role of injection site rotation in preventing lipodystrophy, a common complication of insulin therapy.
Managing Physiological Delays in Subcutaneous Insulin Absorption: Mechanisms, Models, and Advanced Solutions
This article provides a comprehensive analysis of the physiological factors contributing to delayed and variable subcutaneous insulin absorption, a major challenge in diabetes management.
Chronotherapeutic Strategies for Dawn Phenomenon: Optimizing Medication Timing in Diabetes Management
This article provides a comprehensive analysis of medication timing adjustments as a strategic approach to managing the dawn phenomenon, a common challenge in diabetes care characterized by early morning hyperglycemia.
Optimizing Subcutaneous Insulin Delivery: Strategies to Prevent Intramuscular Injection and Reduce Absorption Variability in Diabetes Therapy
This article provides a comprehensive analysis of the factors contributing to unpredictable insulin absorption, with a specific focus on the risks and consequences of unintentional intramuscular (IM) delivery.
Overcoming the Lag: Advanced Strategies for Continuous Glucose Monitoring Sensor Delay Compensation in Clinical Research and Drug Development
Continuous Glucose Monitoring (CGM) has revolutionized metabolic research and therapy development, yet the inherent time lag between blood and interstitial fluid glucose measurements remains a critical challenge.
Rebound Hyperglycemia and the Somogyi Effect: Evidence, Mechanisms, and Modern Clinical Management
This article provides a comprehensive analysis of rebound hyperglycemia following hypoglycemia, critically examining the scientific validity of the Somogyi effect in light of contemporary evidence.