Search filters

List of works by Andrea Facchinetti

A Bayesian Network analysis of the probabilistic relations between risk factors in the predisposition to type 2 diabetes

scientific article published in August 2015

A Dynamic Risk Measure from Continuous Glucose Monitoring Data ⬇️

scientific article published on May 11, 2011

A Model of Self-Monitoring Blood Glucose Measurement Error

scientific article published in March 2017

A New Index to Optimally Design and Compare Continuous Glucose Monitoring Glucose Prediction Algorithms ⬇️

scientific article published on February 1, 2011

A glucose-specific metric to assess predictors and identify models

scientific article published on 23 January 2012

A telemonitoring service supporting preterm newborns care in a neonatal intensive care unit

Advanced Diabetes Management Using Artificial Intelligence and Continuous Glucose Monitoring Sensors

scientific article published on 10 July 2020

An online failure detection method of the glucose sensor-insulin pump system: improved overnight safety of type-1 diabetic subjects

scientific article published on 15 November 2012

An online self-tunable method to denoise CGM sensor data

scientific article

Assessment of Blood Glucose Predictors: The Prediction-Error Grid Analysis ⬇️

scientific article published on May 25, 2011

Assessment of linear regression techniques for modeling multisensor data for non-invasive continuous glucose monitoring ⬇️

scientific article published on January 1, 2011

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

scientific article published on 13 March 2018

Characterizing multisegment foot kinematics during gait in diabetic foot patients

scientific article published on 23 October 2009

Closed-loop artificial pancreas using subcutaneous glucose sensing and insulin delivery and a model predictive control algorithm: preliminary studies in Padova and Montpellier

scientific article published on September 2009

Combining continuous glucose monitoring and insulin pumps to automatically tune the basal insulin infusion in diabetes therapy: a review

article

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

scientific article published on 01 August 2019

Continuous Glucose Monitoring Sensors: Past, Present and Future Algorithmic Challenges.

scientific article

Continuous Glucose Monitoring in Very Preterm Infants: A Randomized Controlled Trial

scientific article

Continuous Glucose Monitoring: Current Use in Diabetes Management and Possible Future Applications

scholarly article by Martina Vettoretti et al published September 2018 in Journal of Diabetes Science and Technology

Continuous glucose monitoring time series and hypo/hyperglycemia prevention: requirements, methods, open problems

scientific article published on August 2008

Development of an Error Model for a Factory-Calibrated Continuous Glucose Monitoring Sensor with 10-Day Lifetime

scientific article published on 03 December 2019

Dexcom G4AP: an advanced continuous glucose monitor for the artificial pancreas

scientific article

Diabetes and Prediabetes Classification Using Glycemic Variability Indices From Continuous Glucose Monitoring Data

scientific article

EPMA-World Congress 2015

scientific article

Enhanced accuracy of continuous glucose monitoring by online extended kalman filtering

scientific article published in May 2010

Enhancing the Accuracy of Subcutaneous Glucose Sensors: A Real-Time Deconvolution-Based Approach ⬇️

scientific article published on March 23, 2012

Expected accuracy of proximal and distal temperature estimated by wireless sensors, in relation to their number and position on the skin

scientific article

Exploring the Frequency Domain of Continuous Glucose Monitoring Signals to Improve Characterization of Glucose Variability and of Diabetic Profiles

scientific article published in January 2017

Forecasting postbariatric hypoglycaemia in patients after Roux‐en‐Y gastric bypass using model‐based algorithms fed by continuous glucose monitoring data: A proof‐of‐concept study

scientific article published in 2022

From Two to One Per Day Calibration of Dexcom G4 Platinum by a Time-Varying Day-Specific Bayesian Prior

scientific article

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

scientific article published in May 2007

Glucose variability indices in type 1 diabetes: parsimonious set of indices revealed by sparse principal component analysis

scientific article published on 23 June 2014

HAPT2D: High accuracy of prediction of T2D with a model combining basic and advanced data depending on availability

scientific article published on 25 January 2018

How Much Is Short-Term Glucose Prediction in Type 1 Diabetes Improved by Adding Insulin Delivery and Meal Content Information to CGM Data? A Proof-of-Concept Study

scientific article

Improving accuracy and precision of glucose sensor profiles: retrospective fitting by constrained deconvolution

scientific article published in April 2014

Italian contributions to the development of continuous glucose monitoring sensors for diabetes management

scientific article

Jump neural network for real-time prediction of glucose concentration

scientific article published on January 2015

Model of glucose sensor error components: identification and assessment for new Dexcom G4 generation devices

scientific article published on 23 November 2014

Modeling Transient Disconnections and Compression Artifacts of Continuous Glucose Sensors

scientific article

Modeling the error of continuous glucose monitoring sensor data: critical aspects discussed through simulation studies

scientific article

Modeling the glucose sensor error

scientific article published on 30 September 2013

Multinational study of subcutaneous model-predictive closed-loop control in type 1 diabetes mellitus: summary of the results

scientific article

Neural network incorporating meal information improves accuracy of short-time prediction of glucose concentration

scientific article published on 24 February 2012

Non-Invasive Continuous Glucose Monitoring with Multi-Sensor Systems: A Monte Carlo-Based Methodology for Assessing Calibration Robustness ⬇️

scientific article published on June 3, 2013

Non-invasive continuous glucose monitoring: improved accuracy of point and trend estimates of the Multisensor system ⬇️

scientific article published on June 22, 2012

Online Calibration of Glucose Sensors From the Measured Current by a Time-Varying Calibration Function and Bayesian Priors

scientific article published on 24 April 2015

Online Denoising Method to Handle Intraindividual Variability of Signal-to-Noise Ratio in Continuous Glucose Monitoring ⬇️

scientific article published on June 30, 2011

Parsimonious Description of Glucose Variability in Type 2 Diabetes by Sparse Principal Component Analysis

scientific article published on 31 July 2015

Physical activity measured by physical activity monitoring system correlates with glucose trends reconstructed from continuous glucose monitoring

scientific article published on 14 August 2013

Predicting Insulin Treatment Scenarios with the Net Effect Method: Domain of Validity

scientific article published on November 2016

Real-time improvement of continuous glucose monitoring accuracy: the smart sensor concept

scientific article published on 19 November 2012

Reconstruction of glucose in plasma from interstitial fluid continuous glucose monitoring data: role of sensor calibration

scientific article

Reduction of Number and Duration of Hypoglycemic Events by Glucose Prediction Methods: A Proof-of-Concept In Silico Study ⬇️

scientific article published on January 1, 2013

Reduction of blood glucose measurements to calibrate subcutaneous glucose sensors: a Bayesian multi-day framework

scientific article published on 23 May 2017

Regularised Model Identification Improves Accuracy of Multisensor Systems for Noninvasive Continuous Glucose Monitoring in Diabetes Management

article

Remote Blood Glucose Monitoring in mHealth Scenarios: A Review

scientific article

Retrofitting Real-Life Dexcom G5 Data

scientific article

Retrofitting of continuous glucose monitoring traces allows more accurate assessment of glucose control in outpatient studies

scientific article published on 11 February 2015

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

scientific article published on 24 August 2019

Signal processing algorithms implementing the "smart sensor" concept to improve continuous glucose monitoring in diabetes

scientific article published on September 2013

Super–twisting-based meal detector for type 1 diabetes management: Improvement and assessment in a real-life scenario

scientific article published on 08 March 2022

Toward Calibration-Free Continuous Glucose Monitoring Sensors: Bayesian Calibration Approach Applied to Next-Generation Dexcom Technology

scientific article published on 21 December 2017

Yet Another Glucose Variability Index: Time for a Paradigm Change?

scientific article published in January 2018

“Smart” Continuous Glucose Monitoring Sensors: On-Line Signal Processing Issues ⬇️

scientific article published on July 12, 2010

Paulina is supported by:

About Paulina

Help