Giovanni Sparacino
Università degli Studi di Padova
H-index: 49
Europe-Italy
Top articles of Giovanni Sparacino
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Supervised and Unsupervised Approaches for the Real-Time Detection of Undesired Insulin Suspension Caused by Malfunctions | Journal of Diabetes Science and Technology | Elena Idi Andrea Facchinetti Giovanni Sparacino Simone Del Favero | 2024/4/29 |
A Strategy Based on Integer Programming for Optimal Dosing and Timing of Preventive Hypoglycemic Treatments in Type 1 Diabetes Management | Computer Methods and Programs in Biomedicine | J Pavan G Noaro A Facchinetti D Salvagnin G Sparacino | 2024/4/18 |
Alert system for hypo and hyperglycemia prevention based on clinical risk | 2024/3/12 | ||
Risk of hypoglycemia in type 1 diabetes management: An in-silico sensitivity analysis to assess and rank the quantitative impact of different behavioral factors | Computer Methods and Programs in Biomedicine | Chiara Roversi Nunzio Camerlingo Martina Vettoretti Andrea Facchinetti Pratik Choudhary | 2024/2/1 |
Deep-learning-based natural-language-processing models to identify cardiovascular disease hospitalisations of patients with diabetes from routine visits’ text | Scientific Reports | Alessandro Guazzo Enrico Longato Gian Paolo Fadini Mario Luca Morieri Giovanni Sparacino | 2023/11/5 |
The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP | Scientific Reports | Francesco Prendin Jacopo Pavan Giacomo Cappon Simone Del Favero Giovanni Sparacino | 2023/10/6 |
Methods for insulin bolus adjustment based on the continuous glucose monitoring trend arrows in type 1 diabetes: Performance and safety assessment in an in silico clinical trial | Journal of Diabetes Science and Technology | Giulia Noaro Giacomo Cappon Giovanni Sparacino Federico Boscari Daniela Bruttomesso | 2023/1 |
AGATA: a toolbox for automated glucose data analysis | Journal of Diabetes Science and Technology | Giacomo Cappon Giovanni Sparacino Andrea Facchinetti | 2023/1/5 |
Replaybg: A digital twin-based methodology to identify a personalized model from type 1 diabetes data and simulate glucose concentrations to assess alternative therapies | IEEE Transactions on Biomedical Engineering | Giacomo Cappon Martina Vettoretti Giovanni Sparacino Simone Del Favero Andrea Facchinetti | 2023/6/27 |
Algorithm based on the" dynamic risk" concept allows ahead-of-time suggestion of corrective insulin boluses in type 1 diabetes therapies employing continuous glucose monitors | E Pellizzari F Prendin G Cappon G Sparacino A Facchinetti | 2023 | |
Individualized Multiple-Day Simulation Model of Type I Diabetic Patient Decision-Making For Developing, Testing and Optimizing Insulin Therapies Driven By Glucose Sensors | 2023/10/26 | ||
Dealing with Data Scarcity in Rare Diseases: Dynamic Bayesian Networks and Transfer Learning to Develop Prognostic Models of Amyotrophic Lateral Sclerosis | Enrico Longato Erica Tavazzi Adriano Chió Gabriele Mora Giovanni Sparacino | 2023/6/5 | |
A Markov Model of Gap Occurrence in Continuous Glucose Monitoring Data for Realistic in Silico Clinical Trials | Computer Methods and Programs in Biomedicine | Martina Vettoretti Martina Drecogna Simone Del Favero Andrea Facchinetti Giovanni Sparacino | 2023/10/1 |
Bayesian denoising algorithm dealing with colored, non-stationary noise in continuous glucose monitoring timeseries | Frontiers in Bioengineering and Biotechnology | Nunzio Camerlingo Ilaria Siviero Martina Vettoretti Giovanni Sparacino Simone Del Favero | 2023 |
System Architecture of TWIN: A New Digital Twin-Based Clinical Decision Support System for Type 1 Diabetes Management in Children | Giacomo Cappon Elisa Pellizzari Luca Cossu Giovanni Sparacino Annalisa Deodati | 2023/10/9 | |
EEG microstates as a signature of Hemispheric Lateralization in Stroke | Brain Topography | Maria Rubega Massimiliano Facca Vittorio Curci Giovanni Sparacino Franco Molteni | 2023/5/17 |
Combined use of glucose-specific model identification and alarm strategy based on prediction-funnel to improve online forecasting of hypoglycemic events | Journal of diabetes science and technology | Simone Faccioli Francesco Prendin Andrea Facchinetti Giovanni Sparacino Simone Del Favero | 2023/9 |
Detection of compression artifacts in time-series data from continuous glucose monitoring sensors using matched filters | Elena Idi Francesco Prendin Andrea Facchinetti Giovanni Sparacino Simone Del Favero | 2023/10/9 | |
Supervised Learning-based Detection of Pressure-induced Failures in Continuous Glucose Sensors | Elena Idi Eleonora Manzoni Andrea Facchinetti Giovanni Sparacino Simone DEL FAVERO | 2023 | |
Individualized models for glucose prediction in type 1 diabetes: comparing black-box approaches to a physiological white-box one | IEEE Transactions on Biomedical Engineering | Giacomo Cappon Francesco Prendin Andrea Facchinetti Giovanni Sparacino Simone Del Favero | 2023/5/17 |
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