Chiara Toffanin

According to our database, Chiara Toffanin authored at least 18 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Personalized LSTM-Based Alarm Systems for Hypoglycemia Prevention in an Intraperitoneal Artificial Pancreas.

Martina Drecogna, Claudio Cobelli, Chiara Toffanin

Proceedings of the 32nd Mediterranean Conference on Control and Automation, 2024

2023

Constrained Versus Unconstrained Model Predictive Control for Artificial Pancreas.

Chiara Toffanin, Lalo Magni

IEEE Trans. Control. Syst. Technol., September, 2023

Personalized LSTM-based alarm systems for hypoglycemia and hyperglycemia prevention.

Francesca Iacono, Lalo Magni, Chiara Toffanin

Biomed. Signal Process. Control., September, 2023

Personalized LSTM-based alarm systems for hypoglycemia prevention.

Chiara Toffanin, Francesca Iacono, Lalo Magni

Proceedings of the 31st Mediterranean Conference on Control and Automatio, 2023

2022

Personalized LSTM models for glucose prediction in Type 1 diabetes subjects.

Francesca Iacono, Lalo Magni, Chiara Toffanin

Proceedings of the 30th Mediterranean Conference on Control and Automation, 2022

2020

Therapy-driven Deep Glucose Forecasting.

Eleonora Maria Aiello, Giuseppe Lisanti, Lalo Magni, Mirto Musci, Chiara Toffanin

Eng. Appl. Artif. Intell., 2020

Scalable model for industrial coffee roasting chamber.

Federico Di Palma, Francesca Iacono, Chiara Toffanin, Andrea Ziccardi, Lalo Magni

Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020

Improvement of manufacturing technologies through a modelling approach: an air-steam sterilization case-study.

Francesca Iacono, Jorge Lo Presti, Irene Schimperna, Sara Ferretti, Andrea Mezzadra, Lalo Magni, Chiara Toffanin

Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020), 2020

2019

Postprandial Glucose Regulation via KNN Meal Classification in Type 1 Diabetes.

Eleonora Maria Aiello, Chiara Toffanin, Mirko Messori, Claudio Cobelli, Lalo Magni

IEEE Control. Syst. Lett., 2019

Model individualization for artificial pancreas.

Mirko Messori, Chiara Toffanin, Simone Del Favero, Giuseppe De Nicolao, Claudio Cobelli, Lalo Magni

Comput. Methods Programs Biomed., 2019

Industry 4.0: Mathematical model for monitoring sterilization processes.

Francesca Iacono, Sara Ferretti, Andrea Mezzadra, Lalo Magni, Chiara Toffanin

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Improving Diabetes Conventional Therapy via Machine Learning Modeling.

Eleonora Maria Aiello, Zhe Wu, Panagiotis D. Christofides, Chiara Toffanin, Claudio Cobelli, Lalo Magni

Proceedings of the 2019 American Control Conference, 2019

2018

Toward a Run-to-Run Adaptive Artificial Pancreas: In Silico Results.

Chiara Toffanin, Roberto Visentin, Mirko Messori, Federico Di Palma, Lalo Magni, Claudio Cobelli

IEEE Trans. Biomed. Eng., 2018

2017

Automatic adaptation of basal therapy for Type 1 diabetic patients: A Run-to-Run approach.

Chiara Toffanin, Mirko Messori, Claudio Cobelli, Lalo Magni

Biomed. Signal Process. Control., 2017

2015

Designing an artificial pancreas architecture: the AP@home experience.

Giordano Lanzola, Chiara Toffanin, Federico Di Palma, Simone Del Favero, Lalo Magni, Riccardo Bellazzi

Medical Biol. Eng. Comput., 2015

2013

Embedded implementation of modular closed-loop control of diabetes and in silico validation.

Maurizio Gentili, Daniele Caltabiano, Roberto Sannino, Chiara Toffanin, Federico Di Palma, Lalo Magni, Stephen Lane

Proceedings of the IEEE 15th International Conference on e-Health Networking, 2013

2012

Modular Closed-Loop Control of Diabetes.

Stephen D. Patek, Lalo Magni, Eyal Dassau, Christopher W. Karvetski, Chiara Toffanin, Giuseppe De Nicolao, Simone Del Favero, Marc D. Breton, Chiara Dalla Man, Elisabeth Renard, Howard C. Zisser, Francis J. Doyle III, Claudio Cobelli, Boris P. Kovatchev

IEEE Trans. Biomed. Eng., 2012

MPC based Artificial Pancreas: Strategies for individualization and meal compensation.

P. Soru, Giuseppe De Nicolao, Chiara Toffanin, Chiara Dalla Man, Claudio Cobelli, Lalo Magni

Annu. Rev. Control., 2012