logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
G

Giovanni Sparacino

University of Padua

46H-index
247Paper Count
7.1KCitation Count
Published Papers 89
Publication Date
logo
EEG difference in the Higuchi fractal dimension of wakefulness and sleep from birth to adolescence
errPLOS ONE
IF2.6
err2025-10-13
err0
PREAI
errColussi, Francesco; Favaro, Jacopo; Ancona, Claudio; Passarotto, Edoardo; Pelizza, Maria Federica; Lorenzon, Eleonora; Ruzzante, Simone; Masiero, Stefano; Perilongo, Giorgio; Sparacino, Giovanni; Toldo, Irene; Sartori, Stefano; Rubega, Maria
errShare
errSave
The impact of clinical history on the predictive performance of machine learning and deep learning models for renal complications of diabetes
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2025-06-05
err0
PREAI
errDei Cas, Davide; Di Camillo, Barbara; Fadini, Gian Paolo; Sparacino, Giovanni; Longato, Enrico
errShare
errSave
Generation of post-meal insulin correction boluses in type 1 diabetes simulation models for in-silico clinical trials: More realistic scenarios obtained using a decision tree approach (vol 221, 106862, 2022)
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2024-07-01
err0
PREAI
errCamerlingo, N.; Vettoretti, M.; Del Favero, S.; Facchinetti, A.; Choudhary, P.; Sparacino, G.
errShare
errSave
A strategy based on integer programming for optimal dosing and timing of preventive hypoglycemic treatments in type 1 diabetes management
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2024-06-01
err0
errOAAI
errPavan, J.; Noaro, G.; Facchinetti, A.; Salvagnin, D.; Sparacino, G.; Del Favero, S.
errShare
errSave
Supervised and Unsupervised Approaches for the Real-Time Detection of Undesired Insulin Suspension Caused by Malfunctions
errJOURNAL OF DIABETES SCIENCE AND TECHNOLOGY
IF3.7
err2024-04-29
err1
PREAI
errIdi, Elena; Facchinetti, Andrea; Sparacino, Giovanni; Del Favero, Simone
errShare
errSave
Risk of hypoglycemia in type 1 diabetes management: An in-silico sensitivity analysis to assess and rank the quantitative impact of different behavioral factors
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2024-02-01
err0
errOAAI
errRoversi, Chiara; Camerlingo, Nunzio; Vettoretti, Martina; Facchinetti, Andrea; Choudhary, Pratik; Sparacino, Giovanni; Del Favero, Simone
errShare
errSave
drCORRECT: An Algorithm for the Preventive Administration of Postprandial Corrective Insulin Boluses in Type 1 Diabetes Management
errJOURNAL OF DIABETES SCIENCE AND TECHNOLOGY
IF3.7
err2023-12-29
err3
PREAI
errPellizzari, Elisa; Prendin, Francesco; Cappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
errShare
errSave
Monitoring Statistical Properties of Kalman Filter Residuals in an Artificial Pancreas to Detect Overnight Pump Malfunctions Causing Insulin Suspension
errCONTROL ENGINEERING PRACTICE
IF4.6
err2023-12-01
err3
errOAAI
errManzoni, Eleonora; Rampazzo, Mirco; Facchinetti, Andrea; Sparacino, Giovanni; Del Favero, Simone
errShare
errSave
Deep-learning-based natural-language-processing models to identify cardiovascular disease hospitalisations of patients with diabetes from routine visits' text
errSCIENTIFIC REPORTS
IF3.9
err2023-11-05
err5
errOAAI
errGuazzo, Alessandro; Longato, Enrico; Fadini, Gian Paolo; Morieri, Mario Luca; Sparacino, Giovanni; Di Camillo, Barbara
errShare
errSave
The importance of interpreting machine learning models for blood glucose prediction in diabetes: an analysis using SHAP
errSCIENTIFIC REPORTS
IF3.9
err2023-10-06
err45
errOAAI
errPrendin, Francesco; Pavan, Jacopo; Cappon, Giacomo; Del Favero, Simone; Sparacino, Giovanni; Facchinetti, Andrea
errShare
errSave
A Markov Model of Gap Occurrence in Continuous Glucose Monitoring Data for Realistic in Silico Clinical Trials
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2023-10-01
err0
errOAAI
errVettoretti, Martina; Drecogna, Martina; Del Favero, Simone; Facchinetti, Andrea; Sparacino, Giovanni
errShare
errSave
Incorporating Sparse and Quantized Carbohydrates Suggestions in Model Predictive Control for Artificial Pancreas in Type 1 Diabetes
errIEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY
IF3.9
err2023-03-01
err7
errOAAI
errPavan, Jacopo; Salvagnin, Domenico; Facchinetti, Andrea; Sparacino, Giovanni; Del Favero, Simone
errShare
errSave
AGATA: A Toolbox for Automated Glucose Data Analysis
errJOURNAL OF DIABETES SCIENCE AND TECHNOLOGY
IF3.7
err2023-01-05
err7
errOAAI
errCappon, Giacomo; Sparacino, Giovanni; Facchinetti, Andrea
errShare
errSave
Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care
errCARDIOVASCULAR DIABETOLOGY
IF10.6
err2022-12-09
err5
errOAAI
errMorieri, Mario Luca; Longato, Enrico; Di Camillo, Barbara; Sparacino, Giovanni; Avogaro, Angelo; Fadini, Gian Paolo
errShare
errSave
Time-resolved trajectory of glucose lowering medications and cardiovascular outcomes in type 2 diabetes: a recurrent neural network analysis
errCARDIOVASCULAR DIABETOLOGY
IF10.6
err2022-08-22
err0
errOAAI
errLongato, Enrico; Di Camillo, Barbara; Sparacino, Giovanni; Avogaro, Angelo; Fadini, Gian Paolo
errShare
errSave
Time-series analysis of multidimensional clinical-laboratory data by dynamic Bayesian networks reveals trajectories of COVID-19 outcomes
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2022-06-01
err2
errOAAI
errLongato, Enrico; Morieri, Mario Luca; Sparacino, Giovanni; Di Camillo, Barbara; Cattelan, Annamaria; Lo Menzo, Sara; Trevenzoli, Marco; Vianello, Andrea; Guarnieri, Gabriella; Lionello, Federico; Avogaro, Angelo; Fioretto, Paola; Vettor, Roberto; Fadini, Gian Paolo
errShare
errSave
Generation of post-meal insulin correction boluses in type 1 diabetes simulation models for in-silico clinical trials: More realistic scenarios obtained using a decision tree approach
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2022-06-01
err3
errOAAI
errCamerlingo, N.; Vettoretti, M.; Del Favero, S.; Facchinetti, A.; Choudhary, P.; Sparacino, G.
errShare
errSave
Super-twisting-based meal detector for type 1 diabetes management: Improvement and assessment in a real-life scenario
errCOMPUTER METHODS AND PROGRAMS IN BIOMEDICINE
IF4.8
err2022-06-01
err6
errOAAI
errFaccioli, S.; Sala-Mira, I.; Diez, J. L.; Facchinetti, A.; Sparacino, G.; Del Favero, S.; Bondia, J.
errShare
errSave
Combined Use of Glucose-Specific Model Identification and Alarm Strategy Based on Prediction-Funnel to Improve Online Forecasting of Hypoglycemic Events
errJOURNAL OF DIABETES SCIENCE AND TECHNOLOGY
IF3.7
err2022-05-24
err4
errOAAI
errFaccioli, Simone; Prendin, Francesco; Facchinetti, Andrea; Sparacino, Giovanni; Del Favero, Simone
errShare
errSave
Performance assessment across different care settings of a heart failure hospitalisation risk-score for type 2 diabetes using administrative claims
errSCIENTIFIC REPORTS
IF3.9
err2022-05-11
err1
errOAAI
errGuazzo, Alessandro; Longato, Enrico; Morieri, Mario Luca; Sparacino, Giovanni; Franco-Novelletto, Bruno; Cancian, Maurizio; Fusello, Massimo; Tramontan, Lara; Battaggia, Alessandro; Avogaro, Angelo; Fadini, Gian Paolo; Di Camillo, Barbara
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
C
Claudio Cobelli
H-index: 110 · Papers: 1.1K
A
Angelo Avogaro
H-index: 94 · Papers: 794
R
Roberto Vettor
H-index: 83 · Papers: 561
G
Gian Paolo Fadini
H-index: 78 · Papers: 511
L
Lutz Heinemann
H-index: 75 · Papers: 693
View more