Research Articles
Physiological Models of Glucose-Insulin Interaction: From Whole-Body Dynamics to Therapeutic Discovery
This article provides a comprehensive analysis of mathematical models that simulate the human glucose-insulin regulatory system.
Model Predictive Control vs. Standard Insulin Therapy: A Comprehensive Validation for the Artificial Pancreas
This article provides a systematic analysis for researchers and drug development professionals on the validation of Model Predictive Control (MPC) for automated insulin delivery against standard insulin therapy.
Insulin, Glucagon, and Beyond: Molecular Mechanisms and Therapeutic Innovations in Blood Glucose Regulation
This article provides a comprehensive analysis of the hormonal regulation of blood glucose, synthesizing foundational physiology with cutting-edge research and therapeutic applications.
Glycogenolysis vs. Gluconeogenesis: A Comparative Analysis of Pathway Contributions to Glucose Homeostasis and Disease
This article provides a comprehensive comparative analysis of the glycogenolysis and gluconeogenesis pathways, detailing their distinct yet complementary roles in maintaining systemic glucose homeostasis.
Insulin Analogs in Diabetes Management: A Comprehensive PK/PD Analysis for Drug Development
This article provides a comprehensive analysis of the pharmacokinetic (PK) and pharmacodynamic (PD) properties of modern insulin analogs, tailored for researchers and drug development professionals.
Glucose Prediction Model Showdown: A Comparative Analysis of Logistic Regression, LSTM, and ARIMA for Clinical and Research Applications
This article provides a comprehensive, evidence-based analysis of the predictive accuracy, clinical applicability, and operational trade-offs of three prominent glucose forecasting models: Logistic Regression, Long Short-Term Memory (LSTM) networks, and...
High-Protein Diets for Glucose Control: Mechanisms, Efficacy, and Clinical Applications in Diabetes Management
This article systematically examines the efficacy of high-protein diets (HPDs) for glycemic control, addressing the needs of researchers and drug development professionals.
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.