4.7 Article

Short-term prediction of future continuous glucose monitoring readings in type 1 diabetes: Development and validation of a neural network regression model

Related references

Note: Only part of the references are listed.
Review Computer Science, Artificial Intelligence

Data-driven modeling and prediction of blood glucose dynamics: Machine learning applications in type 1 diabetes

Ashenafi Zebene Woldaregay et al.

ARTIFICIAL INTELLIGENCE IN MEDICINE (2019)

Article Engineering, Biomedical

Continuous blood glucose level prediction of Type 1 Diabetes based on Artificial Neural Network

Jaouher Ben Ali et al.

BIOCYBERNETICS AND BIOMEDICAL ENGINEERING (2018)

Article Endocrinology & Metabolism

Continuous glucose monitoring adds information beyond HbA1c in well-controlled diabetes patients with early cardiovascular autonomic neuropathy

Jesper Fleischer et al.

JOURNAL OF DIABETES AND ITS COMPLICATIONS (2017)

Article Endocrinology & Metabolism

Risk Factors Associated With Severe Hypoglycemia in Older Adults With Type 1 Diabetes

Ruth S. Weinstock et al.

DIABETES CARE (2016)

Review Endocrinology & Metabolism

Coming of age: the artificial pancreas for type 1 diabetes

Hood Thabit et al.

DIABETOLOGIA (2016)

Article Computer Science, Interdisciplinary Applications

Jump neural network for online short-time prediction of blood glucose from continuous monitoring sensors and meal information

C. Zecchin et al.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2014)

Article Endocrinology & Metabolism

A Glucose Model Based on Support Vector Regression for the Prediction of Hypoglycemic Events Under Free-Living Conditions

Eleni I. Georga et al.

DIABETES TECHNOLOGY & THERAPEUTICS (2013)

Article Medicine, General & Internal

Threshold-Based Insulin-Pump Interruption for Reduction of Hypoglycemia

Richard M. Bergenstal et al.

NEW ENGLAND JOURNAL OF MEDICINE (2013)

Article Engineering, Biomedical

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

Chiara Zecchin et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2012)

Article Endocrinology & Metabolism

Effect of Continuous Glucose Monitoring on Hypoglycemia in Type 1 Diabetes

Tadej Battelino et al.

DIABETES CARE (2011)

Article Endocrinology & Metabolism

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

C. Perez-Gandia et al.

DIABETES TECHNOLOGY & THERAPEUTICS (2010)

Article Medicine, General & Internal

Effectiveness of Sensor-Augmented Insulin-Pump Therapy in Type 1 Diabetes

Richard M. Bergenstal et al.

NEW ENGLAND JOURNAL OF MEDICINE (2010)

Article Medicine, General & Internal

Continuous Glucose Monitoring and Intensive Treatment of Type 1 Diabetes

NEW ENGLAND JOURNAL OF MEDICINE (2008)

Article Engineering, Biomedical

Glucose concentration can be predicted ahead in time from continuous glucose monitoring sensior time-series

Giovanni Sparacino et al.

IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING (2007)

Review Computer Science, Interdisciplinary Applications

Logistic regression and artificial neural network classification models: a methodology review

S Dreiseitl et al.

JOURNAL OF BIOMEDICAL INFORMATICS (2002)