A Personalized Blood Glucose Level Prediction Model With a Fine-tuning Strategy: A Proof-of-Concept Study

Clinically accurate prediction of glucose levels in patients with type 1 diabetes

(2020) Yotam Amar et al.   Diabetes Technology & Therapeutics

Association Between Continuous Glucose Monitoring-Derived Time in Range, Other Core Metrics, and Albuminuria in Type 2 Diabetes

(2020) Jee Hee Yoo et al.   Diabetes Technology & Therapeutics

Artificial Intelligence in Decision Support Systems for Type 1 Diabetes

(2020) Nichole S. Tyler et al.   SENSORS

A Comparison of Different Models of Glycemia Dynamics for Improved Type 1 Diabetes Mellitus Management with Advanced Intelligent Analysis in an Internet of Things Context

(2020) Ignacio Rodríguez-Rodríguez et al.   Applied Sciences-Basel

State of Type 1 Diabetes Management and Outcomes from the T1D Exchange in 2016–2018

(2019) Nicole C. Foster et al.   Diabetes Technology & Therapeutics

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

A machine-learning approach to predict postprandial hypoglycemia

(2019) Wonju Seo et al.   BMC Medical Informatics and Decision Making

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

(2019) Ignacio Rodríguez-Rodríguez et al.   SENSORS

Convolutional Recurrent Neural Networks for Glucose Prediction

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

An ARIMA Model with Adaptive Orders for Predicting Blood Glucose Concentrations and Hypoglycemia

(2018) Jun Yang et al.   IEEE Journal of Biomedical and Health Informatics

Glucotypes reveal new patterns of glucose dysregulation

(2018) Heather Hall et al.   PLOS BIOLOGY

Continuous glucose monitoring defined glucose variability is associated with cardiovascular autonomic neuropathy in type 1 diabetes

(2018) Ji Eun Jun et al.   DIABETES-METABOLISM RESEARCH AND REVIEWS

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

Effect of Continuous Glucose Monitoring on Glycemic Control in Adults With Type 1 Diabetes Using Insulin Injections

(2017) Roy W. Beck et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

A review of personalized blood glucose prediction strategies for T1DM patients

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

Novel glucose-sensing technology and hypoglycaemia in type 1 diabetes: a multicentre, non-masked, randomised controlled trial

(2016) Jan Bolinder et al.   LANCET

Pathophysiology of type 1 and type 2 diabetes mellitus: a 90-year perspective

(2015) Francesco Zaccardi et al.   POSTGRADUATE MEDICAL JOURNAL

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

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

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

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