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Andrea Facchinetti

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Pattern Recognition, Automated

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Publications

TOP 3
Andrea Facchinetti; Stefania Guerra; Lutz Heinemann; Yoeri M Luijf; Julia K Mader; Giovanni Sparacino; Angelo Avogaro; Carsten Benesch; Daniela Bruttomesso; Claudio Cobelli; J Hans DeVries; Martin Ellmerer
Real-time improvement of continuous glucose monitoring accuracy: the smart sensor concept.
Andrea Facchinetti; Giovanni Sparacino; Simone Del Favero; Claudio Cobelli
An online failure detection method of the glucose sensor-insulin pump system: improved overnight safety of type-1 diabetic subjects.
Chiara Zecchin; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli
Reduction of number and duration of hypoglycemic events by glucose prediction methods: a proof-of-concept in silico study.

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All Publications

2013: Andrea Facchinetti; Stefania Guerra; Lutz Heinemann; Yoeri M Luijf; Julia K Mader; Giovanni Sparacino; Angelo Avogaro; Carsten Benesch; Daniela Bruttomesso; Claudio Cobelli; J Hans DeVries; Martin Ellmerer
Real-time improvement of continuous glucose monitoring accuracy: the smart sensor concept.
Diabetes care 2013;36(4):793-800.
2013: Andrea Facchinetti; Giovanni Sparacino; Simone Del Favero; Claudio Cobelli
An online failure detection method of the glucose sensor-insulin pump system: improved overnight safety of type-1 diabetic subjects.
IEEE transactions on bio-medical engineering 2013;60(2):406-16.
2013: Chiara Zecchin; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli
Reduction of number and duration of hypoglycemic events by glucose prediction methods: a proof-of-concept in silico study.
Diabetes technology & therapeutics 2013;15(1):66-77.
2012: Mattia Zanon; Andreas Caduff; Andrea Facchinetti; Michela Riz; Giovanni Sparacino; Roland E Suri; Mark Talary; Claudio Cobelli
Non-invasive continuous glucose monitoring: improved accuracy of point and trend estimates of the Multisensor system.
Medical & biological engineering & computing 2012;50(10):1047-57.
2012: Stefania Guerra; Giuseppe De Nicolao; Giovanni Sparacino; Andrea Facchinetti; Claudio Cobelli
Enhancing the accuracy of subcutaneous glucose sensors: a real-time deconvolution-based approach.
IEEE transactions on bio-medical engineering 2012;59(6):1658-69.
2012: Chiara Zecchin; Giuseppe De Nicolao; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli
Neural network incorporating meal information improves accuracy of short-time prediction of glucose concentration.
IEEE transactions on bio-medical engineering 2012;59(6):1550-60.
2012: Giovanni Sparacino; Mattia Zanon; Chiara Zecchin; Andrea Facchinetti; Alberto Maran; Claudio Cobelli
Italian contributions to the development of continuous glucose monitoring sensors for diabetes management.
Sensors (Basel, Switzerland) 2012;12(10):13753-80.
2012: Marco Falda; Elisa Cilia; Barbara Di Camillo; Andrea Facchinetti; Enrico Lavezzo; Alessandro Pescarolo; Stefano Toppo; Riccardo Velasco; Paolo Fontana
Argot2: a large scale function prediction tool relying on semantic similarity of weighted Gene Ontology terms.
BMC bioinformatics 2012;13 Suppl 4():S14.
2011: Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli
Online denoising method to handle intraindividual variability of signal-to-noise ratio in continuous glucose monitoring.
IEEE transactions on bio-medical engineering 2011;58(9):2664-71.
2011: Andrea Facchinetti; Giovanni Sparacino; Emanuele Trifoglio; Claudio Cobelli
A new index to optimally design and compare continuous glucose monitoring glucose prediction algorithms.
Diabetes technology & therapeutics 2011;13(2):111-9.
2011: C Zecchin; Giuseppe De Nicolao; Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli
A new neural network approach for short-term glucose prediction using continuous glucose monitoring time-series and meal information.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2011;2011():5653-6.
2011: Andrea Facchinetti; Giovanni Sparacino; Simone Del Favero; Claudio Cobelli
Detecting failures of the glucose sensor-insulin pump system: improved overnight safety monitoring for Type-1 diabetes.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2011;2011():4947-50.
2011: Mattia Zanon; Andrea Facchinetti; Michela Riz; Giovanni Sparacino; Roland E Suri; Mark S Talary; Claudio Cobelli
Assessment of linear regression techniques for modeling multisensor data for non-invasive continuous glucose monitoring.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2011;2011():2538-41.
2010: Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli
Enhanced accuracy of continuous glucose monitoring by online extended kalman filtering.
Diabetes technology & therapeutics 2010;12(5):353-63.
2010: Giovanni Sparacino; Andrea Facchinetti; Claudio Cobelli
"Smart" continuous glucose monitoring sensors: on-line signal processing issues.
Sensors (Basel, Switzerland) 2010;10(7):6751-72.
2010: Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli
Modeling the error of continuous glucose monitoring sensor data: critical aspects discussed through simulation studies.
Journal of diabetes science and technology 2010;4(1):4-14.
2009: Daniela Bruttomesso; Anne Farret; Silvana Costa; Maria Cristina Marescotti; Monica Vettore; Angelo Avogaro; Antonio Tiengo; Chiara Dalla Man; Jerome Place; Andrea Facchinetti; Stefania Guerra; Lalo Magni; Giuseppe De Nicolao; Claudio Cobelli; Eric Renard; Alberto Maran
Closed-loop artificial pancreas using subcutaneous glucose sensing and insulin delivery and a model predictive control algorithm: preliminary studies in Padova and Montpellier.
Journal of diabetes science and technology 2009;3(5):1014-21.
2009: Zimi Sawacha; Giuseppe Cristoferi; Gabriella Guarneri; Stefano Corazza; Giulia Donà; Paolo Denti; Andrea Facchinetti; Angelo Avogaro; Claudio Cobelli
Characterizing multisegment foot kinematics during gait in diabetic foot patients.
Journal of neuroengineering and rehabilitation 2009;6():37.
2008: Giovanni Sparacino; Andrea Facchinetti; Alberto Maran; Claudio Cobelli
Continuous glucose monitoring time series and hypo/hyperglycemia prevention: requirements, methods, open problems.
Current diabetes reviews 2008;4(3):181-92.
2007: Andrea Facchinetti; Giovanni Sparacino; Claudio Cobelli
Reconstruction of glucose in plasma from interstitial fluid continuous glucose monitoring data: role of sensor calibration.
Journal of diabetes science and technology 2007;1(5):617-23.
2007: Giovanni Sparacino; Francesca Zanderigo; Stefano Corazza; Alberto Maran; Andrea Facchinetti; Claudio Cobelli
Glucose concentration can be predicted ahead in time from continuous glucose monitoring sensor time-series.
IEEE transactions on bio-medical engineering 2007;54(5):931-7.
2006: Andrea Facchinetti; Giovanni Sparacino; F Zanderigo; Claudio Cobelli
Reconstructing by deconvolution plasma glucose from continuous glucose monitoring sensor data.
Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference 2006;1():55-8.