Chiara Toffanin

23 papers B 1C 5Journal 12Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Periodic predictor of glucose dynamics in type 1 diabetes patients.
IFAC J. Syst. Control.
Matteo Ragni, Paolo Alberto Mongini, Lalo Magni, Chiara Toffanin
2025 J jnl
A hierarchical network model for the estimate of the energy expenditure in individuals with type 1 diabetes.
Eng. Appl. Artif. Intell.
Eleonora Maria Aiello, Chiara Toffanin, Michael C. Riddell, Corby K. Martin, Susana R. Patton, Robin L. Gal, Francis J. Doyle
2025 — conf
D-Care: A Multi-Tone LLM-Based Chatbot Assistant for Diabetes Patients.
BIOSTEC (2): HEALTHINF
Awais Khan Nawabi, Janos Tolgyesi, Elena Bianchi, Chiara Toffanin, Piercarlo Dondi
2025 C conf
New physics-LSTM hybrid models for control-oriented glucose prediction in Type 1 Diabetes.
ACC
Paolo Alberto Mongini, Martina Drecogna, Chiara Toffanin
2024 — conf
A meal detection approach based on parity space to detect untreated meals in subjects with Type 1 diabetes.
CDC
Paolo Alberto Mongini, Mirko Mazzoleni, Antonio Ferramosca, Lalo Magni, Chiara Toffanin
2024 — conf
Personalized LSTM-Based Alarm Systems for Hypoglycemia Prevention in an Intraperitoneal Artificial Pancreas.
MED
Martina Drecogna, Claudio Cobelli, Chiara Toffanin
2023 J jnl
Constrained Versus Unconstrained Model Predictive Control for Artificial Pancreas.
IEEE Trans. Control. Syst. Technol.
Chiara Toffanin, Lalo Magni
2023 J jnl
Personalized LSTM-based alarm systems for hypoglycemia and hyperglycemia prevention.
Biomed. Signal Process. Control.
Francesca Iacono, Lalo Magni, Chiara Toffanin
2023 — conf
Personalized LSTM-based alarm systems for hypoglycemia prevention.
MED
Chiara Toffanin, Francesca Iacono, Lalo Magni
2022 — conf
Personalized LSTM models for glucose prediction in Type 1 diabetes subjects.
MED
Francesca Iacono, Lalo Magni, Chiara Toffanin
2020 C conf
Improvement of manufacturing technologies through a modelling approach: an air-steam sterilization case-study.
ISM
Francesca Iacono, Jorge Lo Presti, Irene Schimperna, Sara Ferretti, Andrea Mezzadra, Lalo Magni, Chiara Toffanin
2020 C conf
Scalable model for industrial coffee roasting chamber.
ISM
Federico Di Palma, Francesca Iacono, Chiara Toffanin, Andrea Ziccardi, Lalo Magni
2020 J jnl
Therapy-driven Deep Glucose Forecasting.
Eng. Appl. Artif. Intell.
Eleonora Maria Aiello, Giuseppe Lisanti, Lalo Magni, Mirto Musci, Chiara Toffanin
2019 C conf
Improving Diabetes Conventional Therapy via Machine Learning Modeling.
ACC
Eleonora Maria Aiello, Zhe Wu, Panagiotis D. Christofides, Chiara Toffanin, Claudio Cobelli, Lalo Magni
2019 B conf
Industry 4.0: Mathematical model for monitoring sterilization processes.
SMC
Francesca Iacono, Sara Ferretti, Andrea Mezzadra, Lalo Magni, Chiara Toffanin
2019 J jnl
Model individualization for artificial pancreas.
Comput. Methods Programs Biomed.
Mirko Messori, Chiara Toffanin, Simone Del Favero, Giuseppe De Nicolao, Claudio Cobelli, Lalo Magni
2019 J jnl
Postprandial Glucose Regulation via KNN Meal Classification in Type 1 Diabetes.
IEEE Control. Syst. Lett.
Eleonora Maria Aiello, Chiara Toffanin, Mirko Messori, Claudio Cobelli, Lalo Magni
2018 J jnl
Toward a Run-to-Run Adaptive Artificial Pancreas: In Silico Results.
IEEE Trans. Biomed. Eng.
Chiara Toffanin, Roberto Visentin, Mirko Messori, Federico Di Palma, Lalo Magni, Claudio Cobelli
2017 J jnl
Automatic adaptation of basal therapy for Type 1 diabetic patients: A Run-to-Run approach.
Biomed. Signal Process. Control.
Chiara Toffanin, Mirko Messori, Claudio Cobelli, Lalo Magni
2015 J jnl
Designing an artificial pancreas architecture: the AP@home experience.
Medical Biol. Eng. Comput.
Giordano Lanzola, Chiara Toffanin, Federico Di Palma, Simone Del Favero, Lalo Magni, Riccardo Bellazzi
2013 C conf
Embedded implementation of modular closed-loop control of diabetes and in silico validation.
Healthcom
Maurizio Gentili, Daniele Caltabiano, Roberto Sannino, Chiara Toffanin, Federico Di Palma, Lalo Magni, Stephen Lane
2012 J jnl
MPC based Artificial Pancreas: Strategies for individualization and meal compensation.
Annu. Rev. Control.
P. Soru, Giuseppe De Nicolao, Chiara Toffanin, Chiara Dalla Man, Claudio Cobelli, Lalo Magni
2012 J jnl
Modular Closed-Loop Control of Diabetes.
IEEE Trans. Biomed. Eng.
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