Evaluation of short-term predictors of glucose concentration in type 1 diabetes combining feature ranking with regression models

Multivariable Adaptive Identification and Control for Artificial Pancreas Systems

(2014) Kamuran Turksoy et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Jump neural network for online short-time prediction of blood glucose from continuous monitoring sensors and meal information

(2013) C. Zecchin et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Standards of Medical Care in Diabetes--2014

(2013)   DIABETES CARE

Reduction of Number and Duration of Hypoglycemic Events by Glucose Prediction Methods: A Proof-of-Concept In Silico Study

(2013) Chiara Zecchin et al.   Diabetes Technology & Therapeutics

A Glucose Model Based on Support Vector Regression for the Prediction of Hypoglycemic Events Under Free-Living Conditions

(2013) Eleni I. Georga et al.   Diabetes Technology & Therapeutics

Outpatient Safety Assessment of an In-Home Predictive Low-Glucose Suspend System with Type 1 Diabetes Subjects at Elevated Risk of Nocturnal Hypoglycemia

(2013) Bruce A. Buckingham et al.   Diabetes Technology & Therapeutics

Nocturnal Glucose Control with an Artificial Pancreas at a Diabetes Camp

(2013) Moshe Phillip et al.   NEW ENGLAND JOURNAL OF MEDICINE

Threshold-Based Insulin-Pump Interruption for Reduction of Hypoglycemia

(2013) Richard M. Bergenstal et al.   NEW ENGLAND JOURNAL OF MEDICINE

Adaptive system identification for estimating future glucose concentrations and hypoglycemia alarms

(2012) Meriyan Eren-Oruklu et al.   AUTOMATICA

A tutorial on the Lasso approach to sparse modeling

(2012) Morten Arendt Rasmussen et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Neural Network Incorporating Meal Information Improves Accuracy of Short-Time Prediction of Glucose Concentration

(2012) C. Zecchin et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Insulin-Pump Therapy for Type 1 Diabetes Mellitus

(2012) John C. Pickup   NEW ENGLAND JOURNAL OF MEDICINE

An Insulin Infusion Advisory System Based on Autotuning Nonlinear Model-Predictive Control

(2011) K. Zarkogianni et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Circadian rhythms, sleep, and metabolism

(2011) Wenyu Huang et al.   JOURNAL OF CLINICAL INVESTIGATION

Artificial Neural Network Algorithm for Online Glucose Prediction from Continuous Glucose Monitoring

(2010) C. Pérez-Gandía et al.   Diabetes Technology & Therapeutics

Metabolism and Circadian Rhythms—Implications for Obesity

(2010) Oren Froy   ENDOCRINE REVIEWS

SMARTDIAB: A Communication and Information Technology Approach for the Intelligent Monitoring, Management and Follow-up of Type 1 Diabetes Patients

(2010) Stavroula G. Mougiakakou et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE

A robust sliding mode controller with internal model for closed-loop artificial pancreas

(2010) Amjad Abu-Rmileh et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Multi-objective blood glucose control for type 1 diabetes

(2009) Pinky Dua et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

The Barrier of Hypoglycemia in Diabetes

(2008) P. E. Cryer   DIABETES

Predicting Subcutaneous Glucose Concentration in Humans: Data-Driven Glucose Modeling

(2008) A. Gani et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING