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)

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; et al. (IEEE Trans. Biomed. Eng., 2012)

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 (Healthcom, 2013)

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)

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)

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)

Improving Diabetes Conventional Therapy via Machine Learning Modeling. - Eleonora Maria Aiello; Zhe Wu 004; Panagiotis D. Christofides; Chiara Toffanin; Claudio Cobelli; Lalo Magni (ACC, 2019)

Industry 4.0: Mathematical model for monitoring sterilization processes. - Francesca Iacono; Sara Ferretti; Andrea Mezzadra; Lalo Magni; Chiara Toffanin (SMC, 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)

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)

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 (ISM, 2020)

Scalable model for industrial coffee roasting chamber. - Federico Di Palma; Francesca Iacono; Chiara Toffanin; Andrea Ziccardi; Lalo Magni (ISM, 2020)

Therapy-driven Deep Glucose Forecasting. - Eleonora Maria Aiello; Giuseppe Lisanti; Lalo Magni; Mirto Musci; Chiara Toffanin (Eng. Appl. Artif. Intell., 2020)

Personalized LSTM models for glucose prediction in Type 1 diabetes subjects. - Francesca Iacono; Lalo Magni; Chiara Toffanin (MED, 2022)

Personalized LSTM-based alarm systems for hypoglycemia prevention. - Chiara Toffanin; Francesca Iacono; Lalo Magni (MED, 2023)

Personalized LSTM-based alarm systems for hypoglycemia and hyperglycemia prevention. - Francesca Iacono; Lalo Magni; Chiara Toffanin (Biomed. Signal Process. Control., 2023)

Constrained Versus Unconstrained Model Predictive Control for Artificial Pancreas. - Chiara Toffanin; Lalo Magni (IEEE Trans. Control. Syst. Technol., 2023)

A meal detection approach based on parity space to detect untreated meals in subjects with Type 1 diabetes. - Paolo Alberto Mongini; Mirko Mazzoleni; Antonio Ferramosca; Lalo Magni; Chiara Toffanin (CDC, 2024)

Personalized LSTM-Based Alarm Systems for Hypoglycemia Prevention in an Intraperitoneal Artificial Pancreas. - Martina Drecogna; Claudio Cobelli; Chiara Toffanin (MED, 2024)

New physics-LSTM hybrid models for control-oriented glucose prediction in Type 1 Diabetes. - Paolo Alberto Mongini; Martina Drecogna; Chiara Toffanin (ACC, 2025)

D-Care: A Multi-Tone LLM-Based Chatbot Assistant for Diabetes Patients. - Awais Khan Nawabi; Janos Tolgyesi; Elena Bianchi; Chiara Toffanin; Piercarlo Dondi (BIOSTEC (2): HEALTHINF, 2025)

A hierarchical network model for the estimate of the energy expenditure in individuals with type 1 diabetes. - Eleonora Maria Aiello; Chiara Toffanin; Michael C. Riddell; Corby K. Martin; Susana R. Patton; Robin L. Gal; Francis J. Doyle (Eng. Appl. Artif. Intell., 2025)