Sfoglia per Autore
A personalized and interpretable deep learning based approach to predict blood glucose concentration in type 1 diabetes
2020 Cappon, G.; Meneghetti, L.; Prendin, F.; Pavan, J.; Sparacino, G.; Del Favero, S.; Facchinetti, A.
Mathematical Models of Meal Amount and Timing Variability With Implementation in the Type-1 Diabetes Patient Decision Simulator
2020 Camerlingo, N.; Vettoretti, M.; Del Favero, S.; Facchinetti, A.; Sparacino, G.; on behalf of the Hypo-RESOLVE, Consortium
Determining the minimum duration of CGM monitoring to accurately estimate time below range
2020 Camerlingo, N; Vettoretti, M; Facchinetti, A; Mader, Jk; Choudhary, P; Sparacino, G; Del Favero, S
Sensitivity to carb-counting error in the T1D management
2020 Roversi, C.; Vettoretti, M.; Del Favero, S.; Facchinetti, A.; Sparacino, G.
Modelling the Meal Variability of Individuals with Type 1 Diabetes under Free-Living Conditions
2020 Camerlingo, N.; Vettoretti, M.; Del Favero, S.; Facchinetti, A.; Di Nunzio, G. M.; Sparacino, G.
Retrofitting CGM traces
2020 Del Favero, Simone; Facchinetti, Andrea; Sparacino, Giovanni; Cobelli, Claudio
Data-Driven Anomaly Recognition for Unsupervised Model-Free Fault Detection in Artificial Pancreas
2020 Meneghetti, Lorenzo; Terzi, Matteo; DEL FAVERO, Simone; Susto, GIAN ANTONIO; Cobelli, Claudio
Limits of Correlation Coefficient Analysis in Determining the Minimal Duration of CGM Data Needed to Estimate Time Below Range
2020 Camerlingo, N; Vettoretti, M; Cigler, M; Facchinetti, A; Sparacino, G; Mader, Jk; Choudhary, P; Del Favero, S
Determining the Optimal Duration of a Clinical Trial having Time-in-ranges as Final Endpoints
2020 Camerlingo, Nunzio; Vettoretti, Martina; Facchinetti, Andrea; Mader, Julia K.; Choudhary, Pratik; Sparacino, Giovanni; DEL FAVERO, Simone
A Bayesian framework to personalize glucose prediction in type 1 diabetes using a physiological model
2020 Cappon, Giacomo; Facchinetti, Andrea; Sparacino, Giovanni; DEL FAVERO, Simone
A new real-time algorithm for preventive hypotreatments generation allows reducing frequency and duration of hypoglycemia
2020 Camerlingo, Nunzio; Vettoretti, Martina; Cappon, Giacomo; DEL FAVERO, Simone; Sparacino, Giovanni; Facchinetti, Andrea
Ablation catheter orientation: In vitro effects on lesion size and in vivo analysis during PVI for atrial fibrillation
2020 Calzolari, V.; De Mattia, L.; Basso, F.; Crosato, M.; Scalon, A.; Squasi, P. A. M.; Del Favero, S.; Cernetti, C.
Gene selection for optimal prediction of cell position in tissues from single-cell transcriptomics data
2020 Tanevski, Jovan; Nguyen, Thin; Truong, Buu; Karaiskos, Nikos; Eren Ahsen, Mehmet; Zhang, Xinyu; Shu, Chang; Xu, Ke; Liang, Xiaoyu; Hu, Ying; VV Pham, Hoang; Xiaomei, Li; D Le, Thuc; L Tarca, Adi; Bhatti, Gaurav; Romero, Roberto; Karathanasis, Nestoras; Loher, Phillipe; Chen, Yang; Ouyang, Zhengqing; Mao, Disheng; Zhang, Yuping; Zand, Maryam; Ruan, Jianhua; Hafemeister, Christoph; Qiu, Peng; Tran, Duc; Nguyen, Tin; Gabor, Attila; Yu, Thomas; Guinney, Justin; Glaab, Enrico; Krause, Roland; Banda, Peter; SCTC Consortium, Dream; Baruzzo, Giacomo; Cappellato, Marco; Zorzan, Irene; DEL FAVERO, Simone; Schenato, Luca; Vandin, Fabio; DI CAMILLO, Barbara; Gupta, Shruti; Kumar Verma, Ajay; Ahmad, Shandar; Sharma, Ronesh; Vans, Edwin; Sharma, Alok; Patil, Ashwini; Carrea, Alejandra; Alonso, Andres M.; Diambra, Luis; Narsapuram, Vijay; Kaikala, Vinay; Potnuru, Chaitanyam; Kumar, Sunil; Peng, Jiajie; Wang, Xiaoyu; Shang, Xuequn; Livne, Dani; Snir, Tom; Philip, Hagit; Zilberberg, Alona; Efroni, Sol; Reza Hassanzadeh, Hamid; Hassanzadeh, Reihaneh; Jahanshahi, Ghazal; Naddaf-Sh, M-Mahdi; Drayer, Phillip M.; Naddaf-Sh, Sadra; Ben Guebila, Marouen; Wan, Changlin; Cao, Yuchen; Meamardoost, Saber; Papili Gao, Nan; Gunawan, Rudiyanto; Stolovitzky, Gustavo; Rajewsky, Nikolaus; Saez-Rodriguez, Julio; Meyer, Pablo
An analytical approach to determine the optimal duration of continuous glucose monitoring data required to reliably estimate time in hypoglycemia
2020 Camerlingo, N.; Vettoretti, M.; Facchinetti, A.; Sparacino, G.; Mader, J. K.; Choudhary, P.; Del Favero, S.
Personalized machine learning algorithm based on shallow network and error imputation module for an improved blood glucose prediction
2020 Pavan, J.; Prendin, F.; Meneghetti, L.; Cappon, G.; Sparacino, G.; Facchinetti, A.; Del Favero, S.
Nonlinear Machine Learning Models for Insulin Bolus Estimation in Type 1 Diabetes Therapy
2020 Noaro, G.; Cappon, G.; Sparacino, G.; Del Favero, S.; Facchinetti, A.
Modeling Carbohydrate Counting Error in Type 1 Diabetes Management
2020 Roversi, C.; Vettoretti, M.; Del Favero, S.; Facchinetti, A.; Sparacino, G.; on behalf of the Hypo-RESOLVE, Consortium
The International Diabetes Closed-Loop Study: Testing Artificial Pancreas Component Interoperability
2019 Anderson, S. M.; Dassau, E.; Raghinaru, D.; Lum, J.; Brown, S. A.; Pinsker, J. E.; Church, M. M.; Levy, C.; Lam, D.; Kudva, Y. C.; Buckingham, B.; Forlenza, G. P.; Wadwa, R. P.; Laffel, L.; Doyle, F. J.; Hans Devries, J.; Renard, E.; Cobelli, C.; Boscari, F.; Del Favero, S.; Kovatchev, B. P.
A Real-Time Continuous Glucose Monitoring Based Algorithm to Trigger Hypotreatments to Prevent/Mitigate Hypoglycemic Events
2019 Camerlingo, Nunzio; Vettoretti, Martina; Del Favero, Simone; Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
Model individualization for artificial pancreas
2019 Messori, Mirko; Toffanin, Chiara; DEL FAVERO, Simone; De Nicolao, Giuseppe; Cobelli, Claudio; Magni, Lalo
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