publications – Systems Biology and Bioinformatics Group

December 6, 2024January 29, 2025

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. Machine Learning Models Highlight the Impact of Pollution and Weather Patterns on Relapse Occurrence in Multiple Sclerosis Patients. IEEE International Conference on Bioinformatics and Biomedicine (BIBM) 2024

October 16, 2024October 21, 2024

Di Liberto G, Nidiffer A, Crosse M, Zuk M, Haro S, Cantisani G, Winchester M, Igoe A, McCrann R, Chandra S, Lalor E, Baruzzo G. A standardised open science framework for sharing and re-analysing neural data acquired to continuous stimuli. Neurons, Behavior, Data analysis and Theory 2024

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, 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.

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

February 6, 2024

Guazzo A, Longato E, Fadini GP, Morieri ML, Sparacino G, Di Camillo B. Explainable Deep-Learning Model Reveals Past Cardiovascular Disease in Patients with Diabetes Using Free-Form Visit Reports. Lecture Notes in Computer Science

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