IDI, ELENA
IDI, ELENA
Dipartimento di Ingegneria dell'Informazione - DEI
Autoencoder-Based Detection of Insulin Pump Faults in Type 1 Diabetes Treatment
2025 Idi, Elena; Prendin, Francesco; Sparacino, Giovanni; Favero, Simone Del
Automatic identification of unreported meals from continuous glucose monitoring data in individuals after bariatric surgery using a template matching algorithm
2025 Pellizzari, E.; Prendin, F.; Cappon, G.; Idi, E.; Del Favero, S.; Herzig, D.; Bally, L.; Facchinetti, A.
Comparing Supervised and Unsupervised Algorithms for the Retrospective Detection of Faults in Continuous Glucose Monitoring Sensors
2025 Idi, E.; Facchinetti, A.; Sparacino, G.; Del Favero, S.
Data-driven Anomaly Detection for Safer and More Effective Type 1 Diabetes Management
2025 Idi, Elena
Impact of Inaccurate Meal Announcements on Glycaemia Control with or without an Artificial Pancreas
2025 Cester, Lorenzo; Idi, Elena; Facchinetti, Andrea; Sparacino, Giovanni; Del Favero, Simone
Impact of Patient-Driven Meal Management Errors on Type 1 Diabetes Control: A Sensitivity Analysis
2025 Cester, Lorenzo; Idi, Elena; Del Favero, Simone
Regularized Denoising Method for Retrospective Detection of Pressure Induced Artifacts in Continuous Glucose Monitoring Sensors Data
2025 Manzoni, Eleonora; Idi, Elena; Camerlingo, Nunzio; Facchinetti, Andrea; Sparacino, Giovanni; Favero, Simone Del
Predicting clinical events characterizing the progression of amyotrophic lateral sclerosis via machine learning approaches using routine visits data: a feasibility study
2024 Guazzo, Alessandro; Atzeni, Michele; Idi, Elena; Trescato, Isotta; Tavazzi, Erica; Longato, Enrico; Umberto, Manera; Adriano, Chió; Marta, Gromicho; Inês, Alves; de Carvalho Mamede, ; Vettoretti, Martina; DI CAMILLO, Barbara
Supervised and Unsupervised Approaches for the Real-Time Detection of Undesired Insulin Suspension Caused by Malfunctions
2024 Idi, Elena; Facchinetti, Andrea; Sparacino, Giovanni; Del Favero, Simone
Unsupervised Retrospective Detection of Pressure Induced Failures in Continuous Glucose Monitoring Sensors for T1D Management
2024 Idi, Elena; Manzoni, Eleonora; Facchinetti, Andrea; Sparacino, Giovanni; Favero, Simone Del
Detection of compression artifacts in time-series data from continuous glucose monitoring sensors using matched filters
2023 Idi, E.; Prendin, F.; Facchinetti, A.; Sparacino, G.; Del Favero, S.
Predicting clinical outcomes of amyotrophic lateral sclerosis progression using logistic regression and deep-learning multilayer perceptron approaches
2023 Guazzo, A; Atzeni, M; Idi, E; Trescato, I; Tavazzi, E; Longato, E; Manera, U; Chiò, A; Gromicho, M; Alves, I; de Carvalho, M; Vettoretti, M; Di Camillo, B.
Supervised Learning-based Detection of Pressure-induced Failures in Continuous Glucose Sensors
2023 Idi, Elena; Manzoni, Eleonora; Facchinetti, Andrea; Sparacino, Giovanni; DEL FAVERO, Simone
Data-Driven Supervised Compression Artifacts Detection on Continuous Glucose Sensors
2022 Idi, Elena; Manzoni, Eleonora; Sparacino, Giovanni; Del Favero, Simone