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C. Toffanin · SciRah

Researcher profile · Semantic Scholar

C. Toffanin

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C. Toffanin — researcher profile on SciRah

h-index: 26
Works: 85
Citations: 2,717

Most-cited papers

Fully Integrated Artificial Pancreas in Type 1 Diabetes
M. Breton, A. Farret, D. Bruttomesso, S. Anderson +16 more
2012Diabetes258 citations Open access
Semantic Scholar
2 month evening and night closed-loop glucose control in patients with type 1 diabetes under free-living conditions: a randomised crossover trial.
J. Kropff, S. Del Favero, J. Place, C. Toffanin +17 more
2015The Lancet Diabetes and Endocrinology201 citations
Semantic Scholar
Safety of Outpatient Closed-Loop Control: First Randomized Crossover Trials of a Wearable Artificial Pancreas
B. Kovatchev, E. Renard, C. Cobelli, H. Zisser +19 more
2014Diabetes Care187 citations Open access
Semantic Scholar
Modular Closed-Loop Control of Diabetes
S. Patek, L. Magni, E. Dassau, Colleen Hughes-Karvetski +10 more
2012IEEE Transactions on Biomedical Engineering178 citations Open access
Semantic Scholar
MPC based Artificial Pancreas: Strategies for individualization and meal compensation
P. Soru, G. De Nicolao, C. Toffanin, C. Man +2 more
2012Annual Reviews in Control125 citations
Semantic Scholar
Run-to-Run Tuning of Model Predictive Control for Type 1 Diabetes Subjects: In Silico Trial
L. Magni, Marco Forgione, C. Toffanin, Chiara Dalla Man +3 more
2009Journal of Diabetes Science and Technology115 citations Open access
Semantic Scholar
Artificial Pancreas: Model Predictive Control Design from Clinical Experience
C. Toffanin, Mirko Messori, F. Di Palma, G. De Nicolao +2 more
2013Journal of Diabetes Science and Technology107 citations Open access
Semantic Scholar
Toward a Run-to-Run Adaptive Artificial Pancreas: In Silico Results
C. Toffanin, Roberto Visentin, Mirko Messori, F. Di Palma +2 more
2018IEEE Transactions on Biomedical Engineering105 citations
Semantic Scholar
Day-and-Night Closed-Loop Glucose Control in Patients With Type 1 Diabetes Under Free-Living Conditions: Results of a Single-Arm 1-Month Experience Compared With a Previously Reported Feasibility Study of Evening and Night at Home
E. Renard, A. Farret, J. Kropff, D. Bruttomesso +17 more
2016Diabetes Care101 citations Open access
Semantic Scholar
First Use of Model Predictive Control in Outpatient Wearable Artificial Pancreas
S. Del Favero, D. Bruttomesso, F. Di Palma, G. Lanzola +13 more
2014Diabetes Care101 citations Open access
Semantic Scholar
Multicenter outpatient dinner/overnight reduction of hypoglycemia and increased time of glucose in target with a wearable artificial pancreas using modular model predictive control in adults with type 1 diabetes
S. Del Favero, J. Place, J. Kropff, Mirko Messori +17 more
2015Diabetes, obesity and metabolism91 citations Open access
Semantic Scholar
Day and Night Closed-Loop Control in Adults With Type 1 Diabetes
Yoeri M. Luijf, J. DeVries, K. Zwinderman, L. Leelarathna +30 more
2013Diabetes Care91 citations Open access
Semantic Scholar
Human Digital Twin for Personalized Elderly Type 2 Diabetes Management
Padmapritha Thamotharan, S. Srinivasan, J. Kesavadev, G. Krishnan +4 more
2023Journal of Clinical Medicine75 citations Open access
Semantic Scholar
Dynamic Insulin on Board: Incorporation of Circadian Insulin Sensitivity Variation
C. Toffanin, H. Zisser, F. Doyle, E. Dassau
2013Journal of Diabetes Science and Technology66 citations Open access
Semantic Scholar
Model individualization for artificial pancreas
Mirko Messori, C. Toffanin, S. Del Favero, G. De Nicolao +2 more
2016Comput. Methods Programs Biomed.60 citations
Semantic Scholar
Model predictive control with integral action for artificial pancreas
Gian Paolo Incremona, Mirko Messori, C. Toffanin, C. Cobelli +1 more
2018Control Engineering Practice58 citations
Semantic Scholar
Individually Adaptive Artificial Pancreas in Subjects with Type 1 Diabetes: A One-Month Proof-of-Concept Trial in Free-Living Conditions
Mirko Messori, J. Kropff, S. Del Favero, J. Place +16 more
201751 citations Open access
Semantic Scholar
Multicenter Closed-Loop Insulin Delivery Study Points to Challenges for Keeping Blood Glucose in a Safe Range by a Control Algorithm in Adults and Adolescents with Type 1 Diabetes from Various Sites
H. Zisser, Éric Renard, Boris P. Kovatchev, C. Cobelli +27 more
2014Diabetes Technology & Therapeutics50 citations Open access
Semantic Scholar
In Silico Trials of an Open-Source Android-Based Artificial Pancreas: A New Paradigm to Test Safety and Efficacy of Do-It-Yourself Systems
C. Toffanin, Milos Kozak, Z. Šumník, C. Cobelli +1 more
2019Diabetes Technology & Therapeutics44 citations
Semantic Scholar
Automatic adaptation of basal therapy for Type 1 diabetic patients: A Run-to-Run approach
C. Toffanin, Alice Sandri, Mirko Messori, C. Cobelli +1 more
2017Biomedical Signal Processing and Control44 citations Open access
Semantic Scholar
Dexamethasone Conjugation to Biodegradable Avidin-Nucleic-Acid-Nano-Assemblies Promotes Selective Liver Targeting and Improves Therapeutic Efficacy in an Autoimmune Hepatitis Murine Model.
M. Violatto, Elisabetta Casarin, L. Talamini, Luca Russo +18 more
2019ACS Nano43 citations Open access
Semantic Scholar
Therapy-driven Deep Glucose Forecasting
E. M. Aiello, Giuseppe Lisanti, L. Magni, M. Musci +1 more
2020Engineering applications of artificial intelligence42 citations Open access
Semantic Scholar
Day and Night Closed-Loop Control in AdultsWith Type 1 Diabetes A comparison of two closed-loop algorithms driving continuous subcutaneous insulin infusion versus patient self-management
Yoeri M. Luijf, J. DeVries, K. Zwinderman, L. Leelarathna +30 more
201342 citations
Semantic Scholar
Multiple models for artificial pancreas predictions identified from free-living condition data: A proof of concept study
C. Toffanin, E. M. Aiello, S. Del Favero, C. Cobelli +1 more
2019Journal of Process Control38 citations
Semantic Scholar
Glucose-insulin model identified in free-living conditions for hypoglycaemia prevention
C. Toffanin, S. Del Favero, E. M. Aiello, Mirko Messori +2 more
201837 citations Open access
Semantic Scholar
Service pressure regulation in water distribution networks
G. Galuppini, E. Creaco, C. Toffanin, L. Magni
2019Control Engineering Practice29 citations
Semantic Scholar
Exploration of Foundational Models for Blood Glucose Forecasting in Type-1 Diabetes Pediatric Patients
Simone Rancati, Pietro Bosoni, R. Schiaffini, A. Deodati +4 more
2024Diabetology27 citations Open access
Semantic Scholar
Postprandial Glucose Regulation via KNN Meal Classification in Type 1 Diabetes
E. M. Aiello, C. Toffanin, Mirko Messori, C. Cobelli +1 more
2019IEEE Control Systems Letters26 citations
Semantic Scholar
Combining clustering and regularised neural network for burst detection and localization and flow/pressure sensor placement in water distribution networks
J. L. Presti, C. Giudicianni, C. Toffanin, E. Creaco +2 more
2024Journal of Water Process Engineering24 citations Open access
Semantic Scholar
Personalized LSTM-based alarm systems for hypoglycemia and hyperglycemia prevention
Francesca Iacono, L. Magni, C. Toffanin
2023Biomedical Signal Processing and Control22 citations Open access
Semantic Scholar
Artificial Pancreas: In Silico Study Shows No Need of Meal Announcement and Improved Time in Range of Glucose With Intraperitoneal vs. Subcutaneous Insulin Delivery
C. Toffanin, L. Magni, C. Cobelli
2021IEEE Transactions on Medical Robotics and Bionics22 citations Open access
Semantic Scholar
Monitoring Artificial Pancreas Trials Through Agent-based Technologies
G. Lanzola, Stefania Scarpellini, F. Di Palma, C. Toffanin +3 more
2014Journal of Diabetes Science and Technology22 citations Open access
Semantic Scholar
MPC Model Individualization in Free-Living Conditions: A Proof-of-Concept Case Study
C. Toffanin, S. Del Favero, E. M. Aiello, Mirko Messori +2 more
201719 citations Open access
Semantic Scholar
Model-based identification of eating behavioral patterns in populations with type 1 diabetes
E. M. Aiello, C. Toffanin, L. Magni, G. De Nicolao
2022Control Engineering Practice15 citations Open access
Semantic Scholar
A Constrained Model Predictive Controller for an Artificial Pancreas
Mirko Messori, Enrico Fornasiero, C. Toffanin, C. Cobelli +1 more
201415 citations Open access
Semantic Scholar
Hypoglycemia Prevention via Personalized Glucose-Insulin Models Identified in Free-Living Conditions
C. Toffanin, E. M. Aiello, C. Cobelli, L. Magni
2019Journal of Diabetes Science and Technology14 citations Open access
Semantic Scholar
Personalized LSTM models for glucose prediction in Type 1 diabetes subjects
Francesca Iacono, L. Magni, C. Toffanin
20222022 30th Mediterranean Conference on Control and Automation (MED)13 citations
Semantic Scholar
Designing an artificial pancreas architecture: the AP@home experience
G. Lanzola, C. Toffanin, F. Di Palma, S. Del Favero +2 more
2014Medical and Biological Engineering and Computing13 citations Open access
Semantic Scholar
Intraperitoneal Insulin Delivery: Evidence of a Physiological Route for Artificial Pancreas From Compartmental Modeling
Jorge Lo Presti, A. Galderisi, F. Doyle, H. Zisser +4 more
2022Journal of Diabetes Science and Technology10 citations Open access
Semantic Scholar
Pulsatile Zone MPC with asymmetric stationary cost for artificial pancreas based on a non-standard IOB constraint
P. Abuin, A. Ferramosca, C. Toffanin, L. Magni +1 more
2024Journal of Process Control9 citations Open access
Semantic Scholar
Artificial pancreas under periodic MPC for trajectory tracking: handling circadian variability of insulin sensitivity
P. Abuin, A. Ferramosca, C. Toffanin, L. Magni +1 more
2022IFAC-PapersOnLine9 citations Open access
Semantic Scholar
Cellulose nanocrystals: a multimodal tool to enhance the targeted drug delivery against bone disorders.
L. Zoia, Annalisa Morelli, L. Talamini, M. Violatto +11 more
2020Nanomedicine9 citations Open access
Semantic Scholar
Scalable model for industrial coffee roasting chamber
F. Di Palma, Francesca Iacono, C. Toffanin, A. Ziccardi +1 more
2020IEEE International Symposium on Multimedia9 citations Open access
Semantic Scholar
In silico design and validation of a time-varying PID controller for an artificial pancreas with intraperitoneal insulin delivery and glucose sensing
Alberto Dalla Libera, C. Toffanin, Martina Drecogna, A. Galderisi +2 more
2023APL Bioengineering8 citations Open access
Semantic Scholar
Model Predictive Control of Type 1 Diabetes added to Conventional Therapy
L. Magni, C. Toffanin, C. Man, B. Kovatchev +2 more
20118 citations Open access
Semantic Scholar
Additive Effects of Multiple Photoprotective Mechanisms Drive Efficient Photosynthesis Under Variable Light Conditions
Claudia Beraldo, C. Toffanin, Tomas Morosinotto, A. Alboresi
2025Plant, Cell and Environment7 citations Open access
Semantic Scholar
Constrained Versus Unconstrained Model Predictive Control for Artificial Pancreas
C. Toffanin, L. Magni
2023IEEE Transactions on Control Systems Technology7 citations Open access
Semantic Scholar
On offset-free Model Predictive Control with Long Short-Term Memory Networks
I. Schimperna, C. Toffanin, L. Magni
2023IFAC-PapersOnLine7 citations Open access
Semantic Scholar
Deployment of modular MPC for type 1 diabetes control: the Italian experience 2008–2016
S. Del Favero, C. Toffanin, L. Magni, C. Cobelli
2019The Artificial Pancreas7 citations
Semantic Scholar
Artificial Pancreas: from Control-to-Range to Control-to-Target
Gian Paolo Incremona, Mirko Messori, C. Toffanin, C. Cobelli +1 more
20177 citations Open access
Semantic Scholar

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S. Del Favero×18
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G. De Nicolao×11

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