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2020 – today
- 2024
[c8]Martina Drecogna, Claudio Cobelli, Chiara Toffanin:
Personalized LSTM-Based Alarm Systems for Hypoglycemia Prevention in an Intraperitoneal Artificial Pancreas. MED 2024: 233-238- 2023
- [j10]Francesca Iacono
, Lalo Magni, Chiara Toffanin:
Personalized LSTM-based alarm systems for hypoglycemia and hyperglycemia prevention. Biomed. Signal Process. Control. 86(Part A): 105167 (2023) - [j9]Chiara Toffanin, Lalo Magni:
Constrained Versus Unconstrained Model Predictive Control for Artificial Pancreas. IEEE Trans. Control. Syst. Technol. 31(5): 2288-2299 (2023) - [c7]Chiara Toffanin, Francesca Iacono, Lalo Magni:
Personalized LSTM-based alarm systems for hypoglycemia prevention. MED 2023: 1016-1021 - 2022
- [c6]Francesca Iacono, Lalo Magni, Chiara Toffanin:
Personalized LSTM models for glucose prediction in Type 1 diabetes subjects. MED 2022: 324-329 - 2020
- [j8]Eleonora Maria Aiello, Giuseppe Lisanti, Lalo Magni, Mirto Musci, Chiara Toffanin:
Therapy-driven Deep Glucose Forecasting. Eng. Appl. Artif. Intell. 87 (2020) - [c5]Federico Di Palma, Francesca Iacono, Chiara Toffanin, Andrea Ziccardi, Lalo Magni:
Scalable model for industrial coffee roasting chamber. ISM 2020: 122-131 - [c4]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: 162-171
2010 – 2019
- 2019
- [j7]Mirko Messori, Chiara Toffanin, Simone Del Favero, Giuseppe De Nicolao, Claudio Cobelli, Lalo Magni:
Model individualization for artificial pancreas. Comput. Methods Programs Biomed. 171: 133-140 (2019) - [j6]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): 230-235 (2019) - [c3]Eleonora Maria Aiello, Zhe Wu, Panagiotis D. Christofides, Chiara Toffanin, Claudio Cobelli, Lalo Magni:
Improving Diabetes Conventional Therapy via Machine Learning Modeling. ACC 2019: 4136-4143 - [c2]Francesca Iacono, Sara Ferretti, Andrea Mezzadra, Lalo Magni, Chiara Toffanin:
Industry 4.0: Mathematical model for monitoring sterilization processes. SMC 2019: 610-615 - 2018
- [j5]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): 479-488 (2018) - 2017
- [j4]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: 539-549 (2017) - 2015
- [j3]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): 1271-1283 (2015) - 2013
- [c1]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: 512-517 - 2012
- [j2]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): 118-128 (2012) - [j1]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): 2986-2999 (2012)
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