A Probabilistic Approach to Blood Glucose Prediction in Type 1 Diabetes Under Meal Uncertainties

A meta-learning approach to personalized blood glucose prediction in type 1 diabetes

(2023) Saúl Langarica et al.   CONTROL ENGINEERING PRACTICE

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

(2022) John Daniels et al.   SENSORS

Blood Glucose Level Prediction: Advanced Deep-Ensemble Learning Approach

(2022) Hoda Nemat et al.   IEEE Journal of Biomedical and Health Informatics

Predicting glucose level with an adapted branch predictor

(2022) Tomas Koutny et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Closed-Loop Insulin Delivery Systems: Past, Present, and Future Directions

(2022) Sophie Templer   Frontiers in Endocrinology

Personalized Blood Glucose Prediction for Type 1 Diabetes Using Evidential Deep Learning and Meta-Learning

(2022) Taiyu Zhu et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

A Survey on Negative Transfer

(2022) Wen Zhang et al.   IEEE-CAA Journal of Automatica Sinica

Safe and Personalized Meal Bolus Calculator for Type-1 Diabetes Using Bayesian Optimization

(2022) Dinesh Krishnamoorthy et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

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

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

GLYFE: review and benchmark of personalized glucose predictive models in type 1 diabetes

(2021) Maxime De Bois et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Simultaneous input & state estimation, singular filtering and stability

(2021) Mohammad Ali Abooshahab et al.   AUTOMATICA

Insulin inhibits glucagon release by SGLT2-induced stimulation of somatostatin secretion

(2019) Elisa Vergari et al.   Nature Communications

Pattern Recognition Reveals Characteristic Postprandial Glucose Changes: Non-Individualized Meal Detection in Diabetes Mellitus Type 1

(2019) Konstanze Kolle et al.   IEEE Journal of Biomedical and Health Informatics

GluNet: A Deep Learning Framework for Accurate Glucose Forecasting

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

Convolutional Recurrent Neural Networks for Glucose Prediction

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

A probabilistic soft alert method for abnormal glycemic event by quantitative analysis of prediction uncertainty for type 1 diabetes

(2018) Hong Zhao et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Meal Detection and Carbohydrate Estimation Using Continuous Glucose Sensor Data

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

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

Multiple imputation by chained equations: what is it and how does it work?

(2011) Melissa J. Azur et al.   INTERNATIONAL JOURNAL OF METHODS IN PSYCHIATRIC RESEARCH

Comparison of interval and Monte Carlo simulation for the prediction of postprandial glucose under uncertainty in type 1 diabetes mellitus

(2010) R. Calm et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE