Chiara Toffanin

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 15

Top Topics

Diabetic Patients

Top Venues

Biomed. Signal Process. Control.

IEEE Control. Syst. Lett.

Publications

Martina Drecogna, Claudio Cobelli, Chiara Toffanin
Personalized LSTM-Based Alarm Systems for Hypoglycemia Prevention in an Intraperitoneal Artificial Pancreas. MED (2024)
Francesca Iacono, Lalo Magni, Chiara Toffanin
Personalized LSTM-based alarm systems for hypoglycemia and hyperglycemia prevention. Biomed. Signal Process. Control. 86 (Part A) (2023)
Chiara Toffanin, Lalo Magni
Constrained Versus Unconstrained Model Predictive Control for Artificial Pancreas. IEEE Trans. Control. Syst. Technol. 31 (5) (2023)
Chiara Toffanin, Francesca Iacono, Lalo Magni
Personalized LSTM-based alarm systems for hypoglycemia prevention. MED (2023)
Francesca Iacono, Lalo Magni, Chiara Toffanin
Personalized LSTM models for glucose prediction in Type 1 diabetes subjects. MED (2022)
Francesca Iacono, Jorge Lo Presti, Irene Schimperna, Sara Ferretti, Andrea Mezzadra, Lalo Magni, Chiara Toffanin
Improvement of manufacturing technologies through a modelling approach: an air-steam sterilization case-study. ISM (2020)
Federico Di Palma, Francesca Iacono, Chiara Toffanin, Andrea Ziccardi, Lalo Magni
Scalable model for industrial coffee roasting chamber. ISM (2020)
Eleonora Maria Aiello, Giuseppe Lisanti, Lalo Magni, Mirto Musci, Chiara Toffanin
Therapy-driven Deep Glucose Forecasting. Eng. Appl. Artif. Intell. 87 (2020)
Mirko Messori, Chiara Toffanin, Simone Del Favero, Giuseppe De Nicolao, Claudio Cobelli, Lalo Magni
Model individualization for artificial pancreas. Comput. Methods Programs Biomed. 171 (2019)
Francesca Iacono, Sara Ferretti, Andrea Mezzadra, Lalo Magni, Chiara Toffanin
Industry 4.0: Mathematical model for monitoring sterilization processes. SMC (2019)
Eleonora Maria Aiello, Zhe Wu, Panagiotis D. Christofides, Chiara Toffanin, Claudio Cobelli, Lalo Magni
Improving Diabetes Conventional Therapy via Machine Learning Modeling. ACC (2019)
Eleonora Maria Aiello, Chiara Toffanin, Mirko Messori, Claudio Cobelli, Lalo Magni
Postprandial Glucose Regulation via KNN Meal Classification in Type 1 Diabetes. IEEE Control. Syst. Lett. 3 (2) (2019)
Chiara Toffanin, Roberto Visentin, Mirko Messori, Federico Di Palma, Lalo Magni, Claudio Cobelli
Toward a Run-to-Run Adaptive Artificial Pancreas: In Silico Results. IEEE Trans. Biomed. Eng. 65 (3) (2018)
Chiara Toffanin, Mirko Messori, Claudio Cobelli, Lalo Magni
Automatic adaptation of basal therapy for Type 1 diabetic patients: A Run-to-Run approach. Biomed. Signal Process. Control. 31 (2017)
Giordano Lanzola, Chiara Toffanin, Federico Di Palma, Simone Del Favero, Lalo Magni, Riccardo Bellazzi
Designing an artificial pancreas architecture: the AP@home experience. Medical Biol. Eng. Comput. 53 (12) (2015)
Maurizio Gentili, Daniele Caltabiano, Roberto Sannino, Chiara Toffanin, Federico Di Palma, Lalo Magni, Stephen Lane
Embedded implementation of modular closed-loop control of diabetes and in silico validation. Healthcom (2013)
P. Soru, Giuseppe De Nicolao, Chiara Toffanin, Chiara Dalla Man, Claudio Cobelli, Lalo Magni
MPC based Artificial Pancreas: Strategies for individualization and meal compensation. Annu. Rev. Control. 36 (1) (2012)
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
Modular Closed-Loop Control of Diabetes. IEEE Trans. Biomed. Eng. 59 (11-1) (2012)