A Deep Learning Framework for Automatic Meal Detection and Estimation in Artificial Pancreas Systems

Advanced Closed-Loop Control System Improves Postprandial Glycemic Control Compared With a Hybrid Closed-Loop System Following Unannounced Meal

(2021) Jose Garcia-Tirado et al.   DIABETES CARE

Missed and mistimed insulin doses in people with diabetes: a systematic literature review

(2021) Susan Robinson et al.   Diabetes Technology & Therapeutics

Deep Learning for Diabetes: A Systematic Review

(2020) Taiyu Zhu et al.   IEEE Journal of Biomedical and Health Informatics

931-P: Hyperglycemia following Early vs. Late Meal Boluses

(2019) LISA M. NORLANDER et al.   DIABETES

Artificial Pancreas: Current Progress and Future Outlook in the Treatment of Type 1 Diabetes

(2019) Rozana Ramli et al.   DRUGS

From development to deployment: dataset shift, causality, and shift-stable models in health AI

(2019) Adarsh Subbaswamy et al.   BIOSTATISTICS

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

(2019) Chengyuan Liu et al.   SENSORS

Late and Missed Meal Boluses with Multiple Daily Insulin Injections

(2018) LISA M. NORLANDER et al.   DIABETES

Automatic Detection and Estimation of Unannounced Meals for Multivariable Artificial Pancreas System

(2018) Sediqeh Samadi et al.   Diabetes Technology & Therapeutics

Carbohydrate knowledge, lifestyle and insulin: an observational study of their association with glycaemic control in adults with type 1 diabetes

(2018) K. Smythe et al.   JOURNAL OF HUMAN NUTRITION AND DIETETICS

Unannounced Meals in the Artificial Pancreas: Detection Using Continuous Glucose Monitoring

(2018) Charrise Ramkissoon et al.   SENSORS

Stressful Life Events in Young Adults With Type 1 Diabetes in the U.S. T1D Exchange Clinic Registry

(2018) Kevin L. Joiner et al.   JOURNAL OF NURSING SCHOLARSHIP

A Variable State Dimension Approach to Meal Detection and Meal Size Estimation: In Silico Evaluation Through Basal-Bolus Insulin Therapy for Type 1 Diabetes

(2017) Jinyu Xie et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Meal Detection and Carbohydrate Estimation Using Continuous Glucose Sensor Data

(2017) Sediqeh Samadi et al.   IEEE Journal of Biomedical and Health Informatics

Outcome Measures for Artificial Pancreas Clinical Trials: A Consensus Report: Table 1

(2016) David M. Maahs et al.   DIABETES CARE

Clinical Evaluation of a Personalized Artificial Pancreas

(2012) E. Dassau et al.   DIABETES CARE

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

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