Glucose Monitoring Devices: Measuring Blood Glucose to Manage and Control Diabetes

Glucose Monitoring Devices: Measuring Blood Glucose to Manage and Control Diabetes presents the state-of-the-art regarding glucose monitoring devices and the clinical use of monitoring data for the improvement of diabetes management and control. Chapters cover the two most common approaches to glucose monitoring–self-monitoring blood glucose and continuous glucose monitoring–discussing their components, accuracy, the impact of use on quality of glycemic control as documented by landmark clinical trials, and mathematical approaches. Other sections cover how data obtained from these monitoring devices is deployed within diabetes management systems and new approaches to glucose monitoring.

This book provides a comprehensive treatment on glucose monitoring devices not otherwise found in a single manuscript. Its comprehensive variety of topics makes it an excellent reference book for doctoral and postdoctoral students working in the field of diabetes technology, both in academia and industry.

Presents a comprehensive approach that spans self-monitoring blood glucose devices, the use of continuous monitoring in the artificial pancreas, and intraperitoneal glucose sensingProvides a high-level descriptions of devices, as well as detailed mathematical descriptions of methods and techniquesWritten by experts in the field with vast experience in the field of diabetes and diabetes technology

SECTION 1: SELF-MONITORING BLOOD GLUCOSE DEVICES 1. Introduction to SMBG 2. Analytical performance of SMBG systems 3. Clinical evaluation of SMBG systems 4. Consequences of SMBG systems inaccuracy 5. Modeling the SMBG measurement error

SECTION 2: CONTINUOUS GLUCOSE MONITORING DEVICES 6. CGM sensor technology 7. Clinical impact of CGM use 8. Accuracy of CGM systems 9. Calibration of CGM systems 10. CGM filtering and denoising techniques 11. Retrofitting CGM traces 12. Modeling the CGM measurement error

SECTION 3: CLINICAL USE OF MONITORING DATA 13. Low-glucose suspend systems 14. Predictive low-glucose suspend systems 15. Automated closed-loop insulin delivery: system components, performance, and limitations 16. The dawn of automated insulin delivery: from promise to product