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Lorenzo Meneghetti
Lorenzo Meneghetti
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Jahr
Data-driven anomaly recognition for unsupervised model-free fault detection in artificial pancreas
L Meneghetti, M Terzi, S Del Favero, GA Susto, C Cobelli
IEEE Transactions on Control Systems Technology 28 (1), 33-47, 2018
482018
Detection of insulin pump malfunctioning to improve safety in artificial pancreas using unsupervised algorithms
L Meneghetti, GA Susto, S Del Favero
Journal of diabetes science and technology 13 (6), 1065-1076, 2019
152019
Model-based detection and classification of insulin pump faults and missed meal announcements in artificial pancreas systems for type 1 diabetes therapy
L Meneghetti, A Facchinetti, S Del Favero
IEEE Transactions on Biomedical Engineering 68 (1), 170-180, 2020
132020
A Personalized and Interpretable Deep Learning Based Approach to Predict Blood Glucose Concentration in Type 1 Diabetes.
G Cappon, L Meneghetti, F Prendin, J Pavan, G Sparacino, S Del Favero, ...
KDH@ ECAI, 75-79, 2020
62020
Fault detection in artificial pancreas: A model-free approach
L Meneghetti, M Terzi, GA Susto, S Del Favero, C Cobelli
2018 IEEE Conference on Decision and Control (CDC), 303-308, 2018
52018
Personalized Machine Learning Algorithm based on Shallow Network and Error Imputation Module for an Improved Blood Glucose Prediction.
J Pavan, F Prendin, L Meneghetti, G Cappon, G Sparacino, A Facchinetti, ...
KDH@ ECAI, 95-99, 2020
32020
Machine learning-based anomaly detection algorithms to alert patients using sensor augmented pump of infusion site failures
L Meneghetti, E Dassau, FJ Doyle III, S Del Favero
Journal of Diabetes Science and Technology 16 (3), 641-648, 2022
22022
A MACHINE LEARNING APPROACH FOR DETECTING INSULIN PUMP FAULTS
L Meneghetti
DIABETES TECHNOLOGY & THERAPEUTICS 22, A112-A113, 2020
2020
A MODEL-FREE APPROACH TO INSULIN PUMP FAILURES DETECTION
L Meneghetti, M Terzi, GA Susto, S Del Favero, C Cobelli
DIABETES TECHNOLOGY & THERAPEUTICS 21, A84-A84, 2019
2019
Continuous glucose monitoring based algorithms for basal insulin therapy modulation in type 1 diabetes
L Meneghetti
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