Incorporating Glucose Variability into Glucose Forecasting Accuracy Assessment Using the New Glucose Variability Impact Index and the Prediction Consistency Index: An LSTM Case Example

Physical Activity and Psychological Stress Detection and Assessment of Their Effects on Glucose Concentration Predictions in Diabetes Management

(2021) Mert Sevil et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

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

Artificial Intelligence in Decision Support Systems for Type 1 Diabetes

(2020) Nichole S. Tyler et al.   SENSORS

Assessing Mealtime Macronutrient Content: Patient Perceptions Versus Expert Analyses via a Novel Phone App

(2020) Melanie B. Gillingham et al.   Diabetes Technology & Therapeutics

Clinical Targets for Continuous Glucose Monitoring Data Interpretation: Recommendations From the International Consensus on Time in Range

(2019) Tadej Battelino et al.   DIABETES CARE

Six-Month Randomized, Multicenter Trial of Closed-Loop Control in Type 1 Diabetes

(2019) Sue A. Brown et al.   NEW ENGLAND JOURNAL OF MEDICINE

Convolutional Recurrent Neural Networks for Glucose Prediction

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

Randomized Outpatient Trial of Single- and Dual-Hormone Closed-Loop Systems That Adapt to Exercise Using Wearable Sensors

(2018) Jessica R. Castle et al.   DIABETES CARE

Effect of Aerobic and Resistance Exercise on Glycemic Control in Adults with Type 1 Diabetes

(2018) Ravi Reddy et al.   Canadian Journal of Diabetes

Toward Defining the Threshold Between Low and High Glucose Variability in Diabetes

(2016) Louis Monnier et al.   DIABETES CARE

“Artificial Pancreas” Is Approved

(2016) Rebecca Voelker   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Safety of a Hybrid Closed-Loop Insulin Delivery System in Patients With Type 1 Diabetes

(2016) Richard M. Bergenstal et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

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

(2015) Eleni I. Georga et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Home Use of an Artificial Beta Cell in Type 1 Diabetes

(2015) Hood Thabit et al.   NEW ENGLAND JOURNAL OF MEDICINE

Automated Control of an Adaptive Bihormonal, Dual-Sensor Artificial Pancreas and Evaluation During Inpatient Studies

(2014) Peter G. Jacobs et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

(2012) C. Zecchin 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

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

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

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

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