Prediction and prevention of hypoglycaemic events in type-1 diabetic patients using machine learning

Continuous Glucose Monitoring and Insulin Informed Advisory System with Automated Titration and Dosing of Insulin Reduces Glucose Variability in Type 1 Diabetes Mellitus

(2018) Marc D. Breton et al.   Diabetes Technology & Therapeutics

Artificial Intelligence for Diabetes Management and Decision Support: Literature Review

(2018) Ivan Contreras et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Individual categorisation of glucose profiles using compositional data analysis

(2018) Lyvia Biagi et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Data Based Prediction of Blood Glucose Concentrations Using Evolutionary Methods

(2017) J. Ignacio Hidalgo et al.   JOURNAL OF MEDICAL SYSTEMS

Metrics for glycaemic control — from HbA1c to continuous glucose monitoring

(2017) Boris P. Kovatchev   Nature Reviews Endocrinology

Personalized blood glucose prediction: A hybrid approach using grammatical evolution and physiological models

(2017) Iván Contreras et al.   PLoS One

Profiling intra-patient type I diabetes behaviors

(2016) Iván Contreras et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Glucose Variability: Timing, Risk Analysis, and Relationship to Hypoglycemia in Diabetes

(2016) Boris Kovatchev et al.   DIABETES CARE

A review of personalized blood glucose prediction strategies for T1DM patients

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

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

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

Recommendations for Standardizing Glucose Reporting and Analysis to Optimize Clinical Decision Making in Diabetes: The Ambulatory Glucose Profile (AGP)

(2013) Richard M. Bergenstal et al.   Diabetes Technology & Therapeutics

Reduction in Duration of Hypoglycemia by Automatic Suspension of Insulin Delivery: The In-Clinic ASPIRE Study

(2012) Satish Garg et al.   Diabetes Technology & Therapeutics

A Glucose-Specific Metric to Assess Predictors and Identify Models

(2012) S. Del Favero et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

Impaired Awareness of Hypoglycemia in a Population-Based Sample of Children and Adolescents With Type 1 Diabetes

(2009) T. T. Ly et al.   DIABETES CARE

Learning from Imbalanced Data

(2009) Haibo He et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING