Research Articles
DTS Error Grid Analysis: A Complete Guide to Clinical Accuracy Assessment for Continuous Glucose Monitoring Systems
This comprehensive guide examines DTS (Diabetes Technology Society) Error Grid Analysis as the modern, consensus-driven standard for evaluating the clinical accuracy of Continuous Glucose Monitoring (CGM) systems.
CGM Calibration Protocols for MDI Users: Optimization Strategies and Clinical Validation in Contemporary Diabetes Management
This comprehensive review addresses the critical gap in standardized continuous glucose monitoring (CGM) calibration protocols for multiple daily injection (MDI) insulin users, a population distinct from pump users.
CGM Accuracy in Type 1 vs Type 2 Diabetes: Key Differences, Clinical Implications, and Research Considerations
Continuous Glucose Monitoring (CGM) is a transformative technology in diabetes management, yet its accuracy can vary significantly between Type 1 (T1D) and Type 2 (T2D) populations.
Exercise Recovery and Glucose Monitoring: Enhancing CGM Accuracy for Biomedical Research and Drug Development
This article provides a comprehensive analysis for researchers and drug development professionals on the critical challenge of Continuous Glucose Monitor (CGM) accuracy during the post-exercise recovery phase.
CGM Accuracy Under Stress: Investigating Sensor Performance During Rapid Glycemic Excursions in Clinical Research
This article provides a comprehensive analysis of Continuous Glucose Monitor (CGM) performance during periods of rapid glucose change (RGC), a critical challenge in metabolic research and drug development.
The Initial Accuracy Gap: A Comprehensive Analysis of CGM Performance During the First 12 Hours vs. Long-Term Wear for Clinical Research
This article provides a detailed examination of the well-documented reduction in Continuous Glucose Monitor (CGM) accuracy during the initial 12-hour wear period compared to subsequent days.
Beyond MARD: A Critical Analysis of CGM Sensor Accuracy Across Hypoglycemic, Euglycemic, and Hyperglycemic Ranges
This article provides a comprehensive review of Continuous Glucose Monitor (CGM) performance across the full physiological glucose spectrum, moving beyond aggregated metrics like MARD.
Comparative Analysis of CGM MARD Accuracy in Diverse Patient Populations: Implications for Research and Clinical Development
This comprehensive review examines the performance metrics, specifically the Mean Absolute Relative Difference (MARD), of Continuous Glucose Monitoring (CGM) systems across heterogeneous patient groups, including pediatric, geriatric, pregnant, and critically...
Bioequivalence of Biosimilar Insulin Lispro: A Comprehensive Analysis of Pharmacokinetics, Efficacy, and Regulatory Pathways
This article provides a detailed examination of the bioequivalence between biosimilar insulin lispro and its reference product (Humalog®).
Bifidobacterium vs. Lactobacillus: A Comparative Analysis of Glucose Metabolism Outcomes in Human Clinical Trials
This article provides a comprehensive, evidence-based review of human clinical trials investigating the differential impacts of Bifidobacterium and Lactobacillus probiotic strains on glucose metabolism.