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Continuous Glucose Monitoring Sensors for Diabetes Management: A Review of Technologies and Applications

Diabetes and Metabolism Journal, 2019, 43(4), 174, pp.383-397

2019

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Advanced Diabetes Management Using Artificial Intelligence and Continuous Glucose Monitoring Sensors

Sensors (Basel, Switzerland), 2020-07, Vol.20 (14), p.3870

2020

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Wearable Continuous Glucose Monitoring Sensors: A Revolution in Diabetes Treatment

Electronics (Basel), 2017-09, Vol.6 (3), p.65

2017

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The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP

Scientific reports, 2023-10, Vol.13 (1), p.16865-16865, Article 16865

2023

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Calibration of Minimally Invasive Continuous Glucose Monitoring Sensors: State-of-The-Art and Current Perspectives

Biosensors (Basel), 2018-03, Vol.8 (1), p.24

2018

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Forecasting of Glucose Levels and Hypoglycemic Events: Head-to-Head Comparison of Linear and Nonlinear Data-Driven Algorithms Based on Continuous Glucose Monitoring Data Only

Sensors (Basel, Switzerland), 2021-02, Vol.21 (5), p.1647

2021

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Linear Model Identification for Personalized Prediction and Control in Diabetes

IEEE transactions on biomedical engineering, 2022-02, Vol.69 (2), p.558-568

2022

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Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes-An In Silico Proof-of-Concept

Sensors (Basel, Switzerland), 2019-07, Vol.19 (14), p.3168

2019

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Better cardiovascular outcomes of type 2 diabetic patients treated with GLP-1 receptor agonists versus DPP-4 inhibitors in clinical practice

Cardiovascular diabetology, 2020-06, Vol.19 (1), p.1-74, Article 74

2020

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A Deep Learning Approach to Predict Diabetes' Cardiovascular Complications From Administrative Claims

IEEE journal of biomedical and health informatics, 2021-09, Vol.25 (9), p.3608-3617

2021

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Deep-learning-based natural-language-processing models to identify cardiovascular disease hospitalisations of patients with diabetes from routine visits’ text

Scientific reports, 2023-11, Vol.13 (1), p.19132-19132, Article 19132

2023

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Retrospective Continuous-Time Blood Glucose Estimation in Free Living Conditions with a Non-Invasive Multisensor Device

Sensors (Basel, Switzerland), 2019-08, Vol.19 (17), p.3677

2019

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Performance assessment across different care settings of a heart failure hospitalisation risk-score for type 2 diabetes using administrative claims

Scientific reports, 2022-05, Vol.12 (1), p.7762-7762, Article 7762

2022

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Cardiovascular outcomes of type 2 diabetic patients treated with SGLT-2 inhibitors versus GLP-1 receptor agonists in real-life

BMJ open diabetes research & care, 2020-06, Vol.8 (1), p.e001451

2020

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"Smart" continuous glucose monitoring sensors: on-line signal processing issues

Sensors (Basel, Switzerland), 2010-07, Vol.10 (7), p.6751-6772

2010

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Assessment of Seasonal Stochastic Local Models for Glucose Prediction without Meal Size Information under Free-Living Conditions

Sensors (Basel, Switzerland), 2022-11, Vol.22 (22), p.8682

2022

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Cardiovascular outcomes after initiating GLP-1 receptor agonist or basal insulin for the routine treatment of type 2 diabetes: a region-wide retrospective study

Cardiovascular diabetology, 2021-11, Vol.20 (1), p.222-12, Article 222

2021

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Time-resolved trajectory of glucose lowering medications and cardiovascular outcomes in type 2 diabetes: a recurrent neural network analysis

Cardiovascular diabetology, 2022-08, Vol.21 (1), p.1-159, Article 159

2022

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An analytical approach to determine the optimal duration of continuous glucose monitoring data required to reliably estimate time in hypoglycemia

Scientific reports, 2020-10, Vol.10 (1), p.18180-18180, Article 18180

2020

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A reference-channel based methodology to improve estimation of event-related hemodynamic response from fNIRS measurements

NeuroImage (Orlando, Fla.), 2013-05, Vol.72, p.106-119

2013

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Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care

Cardiovascular diabetology, 2022-12, Vol.21 (1), p.274-12, Article 274

2022

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Real-Time Improvement of Continuous Glucose Monitoring Accuracy

Diabetes care, 2013-04, Vol.36 (4), p.793-800

2013

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Bayesian denoising algorithm dealing with colored, non-stationary noise in continuous glucose monitoring timeseries

Frontiers in bioengineering and biotechnology, 2023, Vol.11, p.1280233-1280233

2023

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Detection of Hypoglycemia Using Measures of EEG Complexity in Type 1 Diabetes Patients

Entropy (Basel, Switzerland), 2020-01, Vol.22 (1), p.81

2020

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Enhanced accuracy of continuous glucose monitoring by online extended kalman filtering

Diabetes technology & therapeutics, 2010-05, Vol.12 (5), p.353-363

2010

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Continuous Glucose Monitoring Sensors for Diabetes Management: A Review of Technologies and Applications

Advanced Diabetes Management Using Artificial Intelligence and Continuous Glucose Monitoring Sensors

Wearable Continuous Glucose Monitoring Sensors: A Revolution in Diabetes Treatment

The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP

Calibration of Minimally Invasive Continuous Glucose Monitoring Sensors: State-of-The-Art and Current Perspectives

Forecasting of Glucose Levels and Hypoglycemic Events: Head-to-Head Comparison of Linear and Nonlinear Data-Driven Algorithms Based on Continuous Glucose Monitoring Data Only

Linear Model Identification for Personalized Prediction and Control in Diabetes

Classification of Postprandial Glycemic Status with Application to Insulin Dosing in Type 1 Diabetes-An In Silico Proof-of-Concept

Better cardiovascular outcomes of type 2 diabetic patients treated with GLP-1 receptor agonists versus DPP-4 inhibitors in clinical practice

A Deep Learning Approach to Predict Diabetes' Cardiovascular Complications From Administrative Claims

Deep-learning-based natural-language-processing models to identify cardiovascular disease hospitalisations of patients with diabetes from routine visits’ text

Retrospective Continuous-Time Blood Glucose Estimation in Free Living Conditions with a Non-Invasive Multisensor Device

Performance assessment across different care settings of a heart failure hospitalisation risk-score for type 2 diabetes using administrative claims

Cardiovascular outcomes of type 2 diabetic patients treated with SGLT-2 inhibitors versus GLP-1 receptor agonists in real-life

"Smart" continuous glucose monitoring sensors: on-line signal processing issues

Assessment of Seasonal Stochastic Local Models for Glucose Prediction without Meal Size Information under Free-Living Conditions

Cardiovascular outcomes after initiating GLP-1 receptor agonist or basal insulin for the routine treatment of type 2 diabetes: a region-wide retrospective study

Time-resolved trajectory of glucose lowering medications and cardiovascular outcomes in type 2 diabetes: a recurrent neural network analysis

An analytical approach to determine the optimal duration of continuous glucose monitoring data required to reliably estimate time in hypoglycemia

A reference-channel based methodology to improve estimation of event-related hemodynamic response from fNIRS measurements

Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care

Real-Time Improvement of Continuous Glucose Monitoring Accuracy

Bayesian denoising algorithm dealing with colored, non-stationary noise in continuous glucose monitoring timeseries

Detection of Hypoglycemia Using Measures of EEG Complexity in Type 1 Diabetes Patients

Enhanced accuracy of continuous glucose monitoring by online extended kalman filtering

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