publications – Page 2 – Systems Biology and Bioinformatics Group

September 5, 2024July 30, 2024

Marinello E, Tavazzi E, Longato E, Bosoni P, Dagliati A, Vazifehdan M, Bellazzi R, Trescato I, Guazzo A, Vettoretti M, Tavazzi E, Ahmad L, Bergamaschi R, Cavalla P, Manera U, Chiò A, Di Camillo B. Exploring the Impact of Environmental Pollutants on Multiple Sclerosis Progression. In: Proc. 19th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistics (CIBB) 2024.

September 4, 2024May 6, 2025

Trescato I, Tavazzi E, Vettoretti M, Vasta R, Chiò A, Di Camillo B. DYNAMITE: Integrating Archetypal Analysis and Process Mining for Interpretable Disease Progression Modelling. IEEE J Biomed Health Inform 2024.

September 4, 2024July 30, 2024

Dei Cas D, Di Camillo B, Fadini GP, Sparacino G and Longato E. Effect of Clinical History on Predictive Model Performance for Renal Complications of Diabetes. In: Proc. 19th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistics (CIBB) 2024.

September 4, 2024July 30, 2024

Poletto S, Longato E, Tavazzi E, Vettoretti M. Comparing Propensity Score-Based Methods in Estimating the Treatment Effect: A Simulation Study. In: Proc. 19th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistics (CIBB) 2024.

August 23, 2024May 6, 2025

Fadini GP, Longato E, Morieri ML, Bonora E, Consoli A, Fattor B, Rigato M, Turchi F, Del Prato S, Avogaro A, Solini A, DARWIN-Renal Study Investigators. Comparative renal outcomes of matched cohorts of patients with type 2 diabetes receiving SGLT2 inhibitors or GLP-1 receptor agonists under routine care. Diabetologia 2024.

June 17, 2024July 30, 2024

Gottardelli B, Gatta R, Nucciarelli L, Tudor AM, Tavazzi E, Orini S, Vallati M, Di Giorgi N, Damiani A. GEN-RWD Sandbox: Bridging the Gap Between Hospital Data Privacy and External Research Insights with Distributed Analytics. BMC Med Inform Decis Mak 2024

May 20, 2024July 30, 2024

Roversi C, Tavazzi E, Vettoretti M, Di Camillo B. A Dynamic Probabilistic Model of the Onset and Interaction of Cardio-metabolic Comorbidities. Sci Rep 2024

March 5, 2024May 6, 2025

Fadini GP, Longato E, Morieri ML, Del Prato S, Avogaro A, Solini A, DARWIN-Renal Study Investigators. Long-term benefits of dapagliflozin on renal outcomes of type 2 diabetes under routine care: a comparative effectiveness study on propensity score matched cohorts at low renal risk. Lancet Reg Health Eur 2024.

February 6, 2024

Guazzo A, Trescato I, Longato E, Tavazzi E, Vettoretti M, Di Camillo B. Baseline Machine Learning Approaches To Predict Multiple Sclerosis Disease Progression. CLEF 2023 Working Notes, CEUR Workshop Proceedings 2023

November 8, 2023January 30, 2024

Trescato I., Roversi C., Vettoretti M., Di Camillo B., Facchinetti A. A model to forecast the two-year variation of subjective wellbeing in the elderly population. BMC Med Inform and Decis Mak 2023