Data-Driven Modeling for Diabetes: Diagnosis and Treatment

By Vasilis Marmarelis

Book Overview

Hypoglycemia Prevention using Low Glucose Suspend Systems.- Linear Modeling and Prediction in Diabetes Physiology.- Adaptive Algorithms for Personalized Diabetes Treatment.- Data-driven modeling of Diabetes Progression.- Nonlinear Modeling of the Dynamic Effects of Free Fatty Acids on Insulin Sensitivity.- Data-driven and Mininal-type Compartmental Insulin-Glucose Models: Theory and Applications.- Pitfalls in model identification: examples from Glucose-Insulin modelling.- Ensemble Glucose Prediction in Insulin-Dependent Diabetes.- Simple parameters describing gut absorption and lipid dynamics in relation to glucose metabolism during a routine oral glucose test.- Simulation Models for In-Silico Evaluation of Closed-Loop Insulin Delivery Systems in Type 1 Diabetes

• Format: Hardcover
• Language: English
• ISBN: 3642544630
• ISBN13: 9783642544637
• Release Date: May 2014
• Publisher: Springer
• Length: 237 Pages
• Weight: 1.10 lbs.
• Dimensions: 0.8" x 6.2" x 9.1"