VETTORETTI, MARTINA
VETTORETTI, MARTINA
Dipartimento di Ingegneria dell'Informazione - DEI
Machine learning approaches for asthma exacerbation predictions: a systematic review
2026 Cilluffo, Giovanna; Atzeni, Michele; Malizia, Velia; Vettoretti, Martina; Sottile, Gianluca
A cohort description and comparison of four European national diabetes registries for the REDDIE project
2025 Thomas, Jonah J. C.; Lanzinger, Stefanie; Soerensen, Kathrine Kold; Imberg, Henrik; Schmid, Stefanie; Barron, Emma; Holl, Reinhard; Pedersen‐bjergaard, Ulrik; Adler, Amanda; Vettoretti, Martina; Misra, Shivani; Valabhji, Jonathan; Khunti, Kamlesh; Lind, Marcus; Torp‐pedersen, Christian; Mader, Julia K.; Choudhary, Pratik; Null, Null
A machine learning framework for short-term prediction of chronic obstructive pulmonary disease exacerbations using personal air quality monitors and lifestyle data
2025 Atzeni, M.; Cappon, G.; Quint, J. K.; Kelly, F.; Barratt, B.; Vettoretti, M.
AirPredict: an eHealth platform for asthma management leveraging wearable sensors, digital diaries, and air quality monitoring to optimize patient outcomes
2025 Atzeni, Michele; Cossu, Luca; Gaiotti, Sergio; Cappon, Giacomo; Tinè, Mariaenrica; Previtero, Daniele; Padrin, Ylenia; Baraldo, Simonetta; Semenzato, Umberto; Vettoretti, Martina
Cross-sectional evaluation of host biomarkers for guiding antibiotic use in bacterial and non-bacterial acute febrile illness in low- and middle-income tropical settings
2025 Fernandez-Carballo, B Leticia; Atzeni, Michele; Escadafal, Camille; Vettoretti, Martina; Geis, Steffen; Agnandji, Selidji Todagbe; Siqueira, Andre M; Malava, Jullita Kenala; Banda, Louis; Kabwende, Anita L; Alabi, Ayodele; Ondo, Juste Christin Bie; Massinga-Loembe, Marguerite; Essone, Paulin N; Moreira, José; Da Rocha Matos, Aline; Caetano, Braulia C; Siqueira, Marilda M; Bispo De Filippis, Ana Maria; Dos Santos Ribeiro Da Silva, Érica Aparecida; Lourenço, Maria Cristina S; Häring, Julia; Günther, Anna; Jakobi, Meike; Schneiderhan-Marra, Nicole; Hoogland, Christine; Brasil, Patrícia; Pokharel, Sunil; Ongarello, Stefano; Harris, Victoria; Macé, Aurélien; Lee, Sue J; Di Camillo, Barbara; Dittrich, Sabine
The BRAINTEASER Datasets: Clinical, Wearable and Environmental Data for ALS & MS Progression Modeling
2025 Faggioli, G.; Menotti, L.; Marchesin, S.; Trescato, I.; Ahmad, L.; Aidos, H.; Alungulese, A. L.; Bellazzi, R.; Bergamaschi, R.; Birolo, G.; Bosoni, P.; Cabrera-Umpierrez, M. F.; Cavalla, P.; Chio, A.; Dagliati, A.; De Carvalho, M.; Fariselli, P.; Garcia Dominguez, J. M.; Gonzalez Martinez, S.; Gromicho, M.; Guazzo, A.; Jovanovic, A.; Kostic, B.; Longato, E.; Madeira, S. C.; Manera, U.; Munoz Blanco, J. L.; Tavazzi, E.; Tavazzi, E.; Trasobares Iglesias, E.; Urosevic, V.; Vettoretti, M.; Di Nunzio, G. M.; Silvello, G.; Di Camillo, B.; Ferro, N.
A dynamic probabilistic model of the onset and interaction of cardio-metabolic comorbidities on an ageing adult population
2024 Roversi, C.; Tavazzi, E.; Vettoretti, M.; Di Camillo, B.
DYNAMITE: Integrating Archetypal Analysis and Process Mining for Interpretable Disease Progression Modelling
2024 Trescato, Isotta; Tavazzi, Erica; Vettoretti, Martina; Gatta, Roberto; Vasta, Rosario; Chiò, Adriano; DI CAMILLO, Barbara
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
Risk of hypoglycemia in type 1 diabetes management: An in-silico sensitivity analysis to assess and rank the quantitative impact of different behavioral factors
2024 Roversi, Chiara; Nunzio, Camerlingo; Vettoretti, Martina; Facchinetti, Andrea; Choudhary, Pratik; Sparacino, Giovanni; Del Favero, Simone
A Markov Model of Gap Occurrence in Continuous Glucose Monitoring Data for Realistic in Silico Clinical Trials
2023 Vettoretti, Martina; Drecogna, Martina; Del Favero, Simone; Facchinetti, Andrea; Sparacino, Giovanni
A model to forecast the two-year variation of subjective wellbeing in the elderly population
2023 Trescato, I; Roversi, C; Vettoretti, M; Camillo, B; Facchinetti, Andrea
Artificial intelligence and statistical methods for stratification and prediction of progression in amyotrophic lateral sclerosis: A systematic review
2023 Tavazzi, E.; Longato, E.; Vettoretti, M.; Aidos, H.; Trescato, I.; Roversi, C.; Martins, A. S.; Castanho, E. N.; Branco, R.; Soares, D. F.; Guazzo, A.; Birolo, G.; Pala, D.; Bosoni, P.; Chio, A.; Manera, U.; de Carvalho, M.; Miranda, B.; Gromicho, M.; Alves, I.; Bellazzi, R.; Dagliati, A.; Fariselli, P.; Madeira, S. C.; Di Camillo, B.
Bayesian denoising algorithm dealing with colored, non-stationary noise in continuous glucose monitoring timeseries
2023 Camerlingo, N.; Siviero, I.; Vettoretti, M.; Sparacino, G.; Del Favero, S.; Facchinetti, A.
Performance of the Dexcom G6 Continuous Glucose Monitoring (CGM) System During Cardiac Surgery Using Hypothermic Extracorporeal Circulation
2023 Herzig, David; Vettoretti, Martina; Guensch, Dominik P; Melmer, Andreas; Schürch, Daniel; Roos, Jonathan; Goerg, Arna M C; Krutkyte, Gabija; Cecchini, Luca; Facchinetti, Andrea; Vogt, Andreas P; Bally, Lia
ReplayBG: A Digital Twin-Based Methodology to Identify a Personalized Model From Type 1 Diabetes Data and Simulate Glucose Concentrations to Assess Alternative Therapies
2023 Cappon, G.; Vettoretti, M.; Sparacino, G.; Del Favero, S.; Facchinetti, A.
Choosing the duration of continuous glucose monitoring for reliable assessment of time in range: A new analytical approach to overcome the limitations of correlation-based methods
2022 Camerlingo, N.; Vettoretti, M.; Sparacino, G.; Facchinetti, A.; Mader, J. K.; Choudhary, P.; Del Favero, S.
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
2022 Camerlingo, N.; Vettoretti, M.; Del Favero, S.; Facchinetti, A.; Choudhary, P.; Sparacino, G.
Impact of Carbohydrate Counting Error on Glycemic Control in Open-Loop Management of Type 1 Diabetes: Quantitative Assessment Through an in silico Trial
2022 Roversi, Chiara; Vettoretti, Martina; Del Favero, Simone; Facchinetti, Andrea; Choudhary, Pratik; Sparacino, Giovanni
Implantable and transcutaneous continuous glucose monitoring system: a randomized cross over trial comparing accuracy, efficacy and acceptance
2022 Boscari, F.; Vettoretti, M.; Cavallin, F.; Amato, A. M. L.; Uliana, A.; Vallone, V.; Avogaro, A.; Facchinetti, A.; Bruttomesso, D.