ZECCHIN, CHIARA
ZECCHIN, CHIARA
A new neural network approach for short-term glucose prediction using continuous glucose monitoring time-series and meal information.
2011 Zecchin, Chiara; Facchinetti, Andrea; Sparacino, Giovanni; De Nicolao, G.
A new neural network approach to improve effectiveness of short-term glucose prediction
2011 Facchinetti, Andrea; Zecchin, Chiara; Sparacino, Giovanni; Cobelli, Claudio
Are insulin and meal information useful for short- and mid-term prediction of glucose concentration? An in silico assessment
2013 Zecchin, Chiara; Facchinetti, Andrea; Sparacino, Giovanni; Kamath, A.; Peyser, T.; Cobelli, Claudio
Comparison of different neural networks structures for the real-time prediction of glucose level
2010 Facchinetti, Andrea; Zecchin, Chiara; Sparacino, Giovanni; Cobelli, Claudio
Dexcom G4AP: An Advanced Continuous Glucose Monitor for the Artificial Pancreas.
2013 Garcia, A; Rack Gomer, Al; Bhavaraju, Nc; Hampapuram, H; Kamath, A; Peyser, T; Facchinetti, Andrea; Zecchin, Chiara; Sparacino, Giovanni; Cobelli, Claudio
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
2016 Zecchin, Chiara; Facchinetti, Andrea; Sparacino, Giovanni; Cobelli, Claudio
Hypoglycemic alerts generated by short-time glucose prediction reduce time spent in hypo: in silico study
2012 Zecchin, Chiara; Facchinetti, Andrea; Sparacino, Giovanni; Cobelli, Claudio
In silico study to assess potential reduction of severe hypoglycemia by Dexcom G4 Platinum research prototype implementing prediction-based hypoglycemic alerts
2013 Zecchin, Chiara; Facchinetti, Andrea; Sparacino, Giovanni; Kamath, A.; Peyser, T.; Rack Gomer, A. L.; Kudva, Y. C.; Cobelli, Claudio
Italian Contributions to the Development of Continuous Glucose Monitoring Sensors for Diabetes Management
2012 Sparacino, Giovanni; Zanon, Mattia; Facchinetti, Andrea; Zecchin, Chiara; Maran, Alberto; Cobelli, Claudio
Jump Neural Network for Online Short-Time Prediction of BloodGlucose from Continuous Monitoring Sensors and Meal Information
2013 Zecchin, Chiara; Facchinetti, Andrea; Sparacino, Giovanni; Cobelli, Claudio
Jump Neural Network for Real-Time Prediction of Glucose ConcentrationArtificial Neural Networks
2015 Zecchin, Chiara; Facchinetti, Andrea; Sparacino, Giovanni; Cobelli, Claudio
Jump neural network for short time prediction of glucose concentration using meal information in type 1 diabetes
2012 Zecchin, Chiara; Cherubin, L.; Facchinetti, Andrea; Sparacino, Giovanni; Cobelli, Claudio
Neural Network Based Prediction Algorithm to Prevent Hypoglycemia in Type-1 Diabetic Patients
2012 Zecchin, Chiara; Facchinetti, Andrea; Sparacino, Giovanni; Cobelli, Claudio
Neural network for prediction of glucose concentration in type 1 diabetic patents
2013 Zecchin, Chiara; Facchinetti, Andrea; Sparacino, Giovanni; Cobelli, Claudio
Neural network incorporating meal information improves accuracy of short-time prediction of glucose concentration.
2012 Zecchin, Chiara; Facchinetti, Andrea; Sparacino, Giovanni; De Nicolao, G; Cobelli, Claudio
Online Glucose Prediction in Type-1 Diabetes by Neural Network Models
2014 Zecchin, Chiara
Physical Activity Measured by PAMS device Correlates with First- and Second-Order Glucose Concentration Derivatives
In corso di stampa Zecchin, Chiara; Facchinetti, Andrea; Chinmay, Manohar; Yogish C., Kudva; James A., Levine; Ananda, Basu; Sparacino, Giovanni; DALLA MAN, Chiara; Cobelli, Claudio
PHYSICAL ACTIVITY MEASURED BY PAMS VS. CGM TRENDS: CORRELATION ANALYSIS
2013 Zecchin, Chiara; Facchinetti, Andrea; Manohar, C.; Kudva, Y.; Levine, J.; Basu, A.; Sparacino, Giovanni; DALLA MAN, Chiara; Cobelli, Claudio
Physical Activity Measured by Physical Activity Monitoring System Correlates with Glucose Trends Reconstructed from Continuous Glucose Monitoring
2013 Zecchin, Chiara; Facchinetti, Andrea; Sparacino, Giovanni; DALLA MAN, Chiara; Chinmay, Manohar; James A., Levine; Ananda, Basu; Yogish C., Kudva; Cobelli, Claudio
Prediction-Based Alerting Methods Could Reduce Number and Duration of Hypoglycemic Events: An In Silico Quantification
2012 Zecchin, Chiara; Facchinetti, Andrea; Sparacino, Giovanni; Cobelli, Claudio