Long-Term Glucose Forecasting Using a Physiological Model and Deconvolution of the Continuous Glucose Monitoring Signal

Multiple models for artificial pancreas predictions identified from free-living condition data: A proof of concept study

(2019) C. Toffanin et al.   JOURNAL OF PROCESS CONTROL

Data-driven modeling and prediction of blood glucose dynamics: Machine learning applications in type 1 diabetes

(2019) Ashenafi Zebene Woldaregay et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes—An In Silico Proof-of-Concept

(2019) Cappon et al.   SENSORS

Convolutional Recurrent Neural Networks for Glucose Prediction

(2019) Kezhi Li et al.   IEEE Journal of Biomedical and Health Informatics

Glucose-insulin model identified in free-living conditions for hypoglycaemia prevention

(2018) C. Toffanin et al.   JOURNAL OF PROCESS CONTROL

Predictive Low-Glucose Suspend Reduces Hypoglycemia in Adults, Adolescents, and Children With Type 1 Diabetes in an At-Home Randomized Crossover Study: Results of the PROLOG Trial

(2018) Gregory P. Forlenza et al.   DIABETES CARE

Continuous Glucose Monitoring vs Conventional Therapy for Glycemic Control in Adults With Type 1 Diabetes Treated With Multiple Daily Insulin Injections

(2017) Marcus Lind et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Effectiveness of Automated Insulin Management Features of the MiniMed®640G Sensor-Augmented Insulin Pump

(2016) Alex Zhong et al.   Diabetes Technology & Therapeutics

Clinical Safety and Feasibility of the Advanced Bolus Calculator for Type 1 Diabetes Based on Case-Based Reasoning: A 6-Week Nonrandomized Single-Arm Pilot Study

(2016) Monika Reddy et al.   Diabetes Technology & Therapeutics

Effect of meal composition on postprandial glucagon-like peptide-1, insulin, glucagon, C-peptide, and glucose responses in overweight/obese subjects

(2016) Meena Shah et al.   EUROPEAN JOURNAL OF NUTRITION

A review of personalized blood glucose prediction strategies for T1DM patients

(2016) Silvia Oviedo et al.   International Journal for Numerical Methods in Biomedical Engineering

A therapy parameter-based model for predicting blood glucose concentrations in patients with type 1 diabetes

(2015) Alain Bock et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Circadian Variability of Insulin Sensitivity: Physiological Input for In Silico Artificial Pancreas

(2015) Roberto Visentin et al.   Diabetes Technology & Therapeutics

Comparative assessment of glucose prediction models for patients with type 1 diabetes mellitus applying sensors for glucose and physical activity monitoring

(2015) K. Zarkogianni et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Pharmacokinetics of Insulin Aspart in Pump-Treated Subjects With Type 1 Diabetes: Reproducibility and Effect of Age, Weight, and Duration of Diabetes

(2013) A. Haidar et al.   DIABETES CARE

Adaptive system identification for estimating future glucose concentrations and hypoglycemia alarms

(2012) Meriyan Eren-Oruklu et al.   AUTOMATICA

Blood glucose control algorithms for type 1 diabetic patients: A methodological review

(2012) Katrin Lunze et al.   Biomedical Signal Processing and Control

Carbohydrate counting accuracy and blood glucose variability in adults with type 1 diabetes

(2012) A.S. Brazeau et al.   DIABETES RESEARCH AND CLINICAL PRACTICE

Multivariate Prediction of Subcutaneous Glucose Concentration in Type 1 Diabetes Patients Based on Support Vector Regression

(2012) E. I. Georga et al.   IEEE Journal of Biomedical and Health Informatics

Artificial neural networks for closed loop control of in silico and ad hoc type 1 diabetes

(2011) J. Fernandez de Canete et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Neural Network-Based Real-Time Prediction of Glucose in Patients with Insulin-Dependent Diabetes

(2011) Scott M. Pappada et al.   Diabetes Technology & Therapeutics

Control-Relevant Models for Glucose Control Using A Priori Patient Characteristics

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

Real-Time Hypoglycemia Prediction Suite Using Continuous Glucose Monitoring: A safety net for the artificial pancreas

(2010) E. Dassau et al.   DIABETES CARE

Prevention of Nocturnal Hypoglycemia Using Predictive Alarm Algorithms and Insulin Pump Suspension

(2010) B. Buckingham et al.   DIABETES CARE

Universal Glucose Models for Predicting Subcutaneous Glucose Concentration in Humans

(2009) A. Gani et al.   IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE