Utility of Big Data in Predicting Short-Term Blood Glucose Levels in Type 1 Diabetes Mellitus Through Machine Learning Techniques

Advances in artificial pancreas systems

(2019) Charlotte K. Boughton et al.   Science Translational Medicine

A Clinical Guide to Advanced Diabetes Devices and Closed-Loop Systems Using the CARES Paradigm

(2019) Laurel H. Messer et al.   Diabetes Technology & Therapeutics

Accurate prediction of continuous blood glucose based on support vector regression and differential evolution algorithm

(2018) Takoua Hamdi et al.   Biocybernetics and Biomedical Engineering

Towards an ICT-Based Platform for Type 1 Diabetes Mellitus Management

(2018) Ignacio Rodríguez-Rodríguez et al.   Applied Sciences-Basel

ISPAD Clinical Practice Consensus Guidelines 2018 Diabetes Technologies

(2018) Jennifer L. Sherr et al.   PEDIATRIC DIABETES

Variables to Be Monitored via Biomedical Sensors for Complete Type 1 Diabetes Mellitus Management: An Extension of the “On-Board” Concept

(2018) Ignacio Rodríguez-Rodríguez et al.   Journal of Diabetes Research

Chaotic time series prediction for glucose dynamics in type 1 diabetes mellitus using regime-switching models

(2017) Mirela Frandes et al.   Scientific Reports

The Performance and Usability of a Factory-Calibrated Flash Glucose Monitoring System

(2015) Timothy Bailey 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

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

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

Electrocardiographic Signals and Swarm-Based Support Vector Machine for Hypoglycemia Detection

(2011) Nuryani Nuryani et al.   ANNALS OF BIOMEDICAL ENGINEERING

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

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

Quest for the Artificial Pancreas: Combining Technology with Treatment

(2010) R.A. Harvey et al.   IEEE ENGINEERING IN MEDICINE AND BIOLOGY MAGAZINE

Estimation of Future Glucose Concentrations with Subject-Specific Recursive Linear Models

(2009) Meriyan Eren-Oruklu et al.   Diabetes Technology & Therapeutics