Martina Vettoretti

Postdoctoral Research Fellow

Department of Information Engineering

University of Padova

Journal papers

2018

Acciaroli G., Vettoretti M., Facchinetti A. and Sparacino G., "Toward Calibration-Free Continuous Glucose Monitoring Sensors: Bayesian Calibration Approach Applied to Next-Generation Dexcom Technology", Diabetes Technology & Therapeutics, vol. 20, no. 1, pp. 59-67, Jan 2018.

Acciaroli G., Vettoretti M., Facchinetti A., Sparacino G. and Cobelli C., "Reduction of Blood Glucose Measurements to Calibrate Subcutaneous Glucose Sensors: A Bayesian Multi-Day Framework", IEEE Transactions on Biomedical Engineering, vol. 65, no. 3, pp. 587-595, Mar 2018.

Vettoretti M., Facchinetti A., Sparacino G., Cobelli C., "Type 1 Diabetes Patient Decision Simulator for In Silico Testing Safety and Effectiveness of Insulin Treatments", IEEE Transactions on Biomedical Engineering, vol.65, no. 6, pp. 1281-1290, Jun 2018.

Visentin R., Campos-Náñez E., Schiavon M., Lv D., Vettoretti M., Breton M., Kovatchev B.P., Dalla Man C. and Cobelli C., "The UVA/Padova Type 1 Diabetes Simulator Goes from Single Meal to Single Day", Journal of Diabetes Science and Technology, vol. 12, no. 2, pp. 273-281, Mar 2018.

Cappon G., Vettoretti M., Marturano F., Facchinetti A. and Sparacino G., "A Neural-Network-Based Approach to Personalize Insulin Bolus Calculation Using Continuous Glucose Monitoring", Journal of Diabetes Science and Technology, vol. 12, no. 2, pp. 265-272, Mar 2018

Acciaroli G., Vettoretti M., Facchinetti A. and Sparacino G., "Calibration of Minimally Invasive Continuous Glucose Monitoring Sensors: State-of-The-Art and Current Perspectives", Biosensors (Basel), vol. 8, no. 1, pii: E24, Mar 2018.

Vettoretti M., Cappon G., Acciaroli G., Facchinetti A. and Sparacino G., "Continuous Glucose Monitoring: Current Use in Diabetes Management and Possible Future Applications", Journal of Diabetes Science and Technology, vol. 12, no. 5, pp.1064-1071, Sep 2018.

Cappon G., Marturano F., Vettoretti M., Facchinetti A. and Sparacino G., "In Silico Assessment of Literature Insulin Bolus Calculation Methods Accounting for Glucose Rate of Change", Journal of Diabetes Science and Technology, May 2018. [Epub ahead of print], doi: 10.1177/1932296818777524.

2017

Vettoretti M., Facchinetti A., Sparacino G., Cobelli C., "A Model of the Self-Monitoring of Blood Glucose Measurement Error", Journal of Diabetes Science and Technology, vol. 11, no. 4, pp. 724-735, Jul 2017.

Cappon G., Acciaroli G., Vettoretti M., Facchinetti A., Sparacino G., "Wearable Continuous Glucose Monitoring Sensors: A Revolution in Diabetes Treatment", Electronics, vol. 6, no. 3, pp. 65, Sep 2017.

Contreras I., Oviedo S., Vettoretti M., Visentin R. and Vehí J., "Personalized Blood Glucose Prediction: A Hybrid Approach using Grammatical Evolution and Physiological Models", PLoS One, vol. 7, no. 11, pp. e0187754, Nov 2017.

2016

Vettoretti M., Facchinetti A., Del Favero S., Sparacino G. and Cobelli C., "On-line Calibration of Glucose Sensors from the Measured Current by a Time-Varying Calibration Function and Bayesian Priors", IEEE Transactions on Biomedical Engineering, vol. 63, no. 8, pp. 1631-1641, Aug 2016.

Acciaroli G., Vettoretti M., Facchinetti A., Sparacino G. and Cobelli C., "From Two to One per Day Calibration of Dexcom G4 Platinum by a Time-Varying Day-Specific Bayesian Prior", Diabetes Technology & Therapeutics, vol. 18, no. 8, pp. 472-479, Aug 2016.

Vettoretti M., Facchinetti A., Sparacino G., Cobelli C., "Predicting Insulin Treatment Scenarios with the Net Effect Method: Domain of Validity", Diabetes Technology & Therapeutics, vol. 18, no. 11, pp. 694-704, Nov 2016.

Conference papers

2018

Vettoretti M., Longato E., Di Camillo B., and Facchinetti A., "Importance of Recalibrating Models for Type 2 Diabetes Onset Prediction: Application of the Diabetes Population Risk Tool on the Health and Retirement Study", Conference Proceedings of the 40th International Conference of the IEEE Engineering Medicine and Biology Society (EMBS), Honolulu, July 17-21 2018, pp. 5358-5361.

Acciaroli A., Vettoretti M., Facchinetti A., Sparacino G., "Bayesian Model Selection Framework to Improve Calibration of Continuous Glucose Monitoring Sensors for Diabetes Management", Conference Proceedings of the 40th International Conference of the IEEE Engineering Medicine and Biology Society (EMBS), Honolulu, July 17-21 2018, pp. 29-32.

Schiavon M., Acciaroli A., Vettoretti M., Giaretta A., Visentin R., "A Model of Acetaminophen Pharmacokinetics and its Effect on Continuous Glucose Monitoring Sensor Measurements", Conference Proceedings of the 40th International Conference of the IEEE Engineering Medicine and Biology Society (EMBS), Honolulu, July 17-21 2018, pp. 159-162.

Cappon G., Vettoretti M., Marturano F., Facchinetti A., Sparacino G., "Optimal Insulin Bolus Dosing in Type 1 Diabetes Management: Neural Network Approach Exploiting CGM Sensor Information", Conference Proceedings of the 40th International Conference of the IEEE Engineering Medicine and Biology Society (EMBS), Honolulu, July 17-21 2018, pp. 1-4.

2017

Contreras I., Vehí J., Visentin R., Vettoretti M., "A Hybrid Clustering Prediction for Type 1 Diabetes Aid: Towards Decision Support Systems Based upon Scenario Profile Analysis", Proceedings - 2017 IEEE 2nd International Conference on Connected Health: Applications, Systems and Engineering Technologies, CHASE 2017, August 14, 2017, n. 8010616, pp. 64-69.

2015

Vettoretti M., Facchinetti A., Sparacino G., Cobelli C., "Accuracy of Devices for Self-Monitoring of Blood Glucose: A Stochastic Error Model", Conference Proceedings of the 37th Annual International Conference of IEEE Engineering Medicine and Biology Society (EMBS), Milano, August 25-29, 2015, pp. 2359-2362.

Vettoretti M., Facchinetti A., Sparacino G., Cobelli C., "Patient Decision-Making of CGM Sensor Driven Insulin Therapies in Type 1 Diabetes: In Silico Assessment", Conference Proceedings of the 37th Annual International Conference of IEEE Engineering Medicine and Biology Society (EMBS), Milano, August 25-29, 2015, pp. 2363-2366.

Provisional patent applications

2015

Vettoretti M., Facchinetti A., Sparacino G., Cobelli C., "Individualized Multiple-Day Simulation Model of Type 1 Diabetic Patient Decision-Making for Developing, Testing and Optimizing Insulin Therapies Driven by Glucose Sensors", no. US 62/163,091 (2015)

Conference abstracts

More than 30 abstracts presented at national and international conferences.