publications – Systems Biology and Bioinformatics Group

Baldan M, Baruzzo G, Mariotto P, Rossato A, Cappellato M, Di Camillo B. N2SIMBA: from Network topology to SIMulation of interactions and BActerial abundance, using microbial consumer resource model. Front. Bioinform., 2026

January 21, 2026April 16, 2026

Vazifehdan M, Bosoni P, Tavazzi Er, Longato E, Tavazzi El, Bergamaschi R, Di Camillo B, Abu-Hanna A, Bellazzi R, Dagliati A. The Association of Environmental Exposure with Multiple Sclerosis Severity Score: A Study Based on Sequential Data Modeling. Int J Med Inform 2026

December 17, 2025April 16, 2026

Longato E, Tavazzi E, Milani A, Marinello E, Bosoni P, Dagliati A, Vazifehdan M, Bellazzi R, Trescato I, Guazzo A, Vettoretti M, Tavazzi El, Ahmad L, Bergamaschi R, Cavalla P, Manera U, Chiò A, Di Camillo B. Deep Learning Model Predicts Relapse Occurrence in Multiple Sclerosis via Sequences of Environmental Data, In: 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), IEEE Computer Society, 2025

December 17, 2025April 16, 2026

Poletto S, Gonzato N, Tavazzi E, Longato E, Adler A, Gall MA, Müllenborn M, Di Camillo B, Vettoretti M. A Dynamic Bayesian Network Approach for Generating Synthetic Longitudinal Clinical Data: A Case Study on Long-Term Diabetes Outcomes, In: 2025 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), IEEE Computer Society, 2025

November 28, 2025

Baldan M., Cesaro G., Baruzzo G., Di Camillo B. Biologically Informed procedure for Feature Summarization in Spatial Transcriptomics. 2025 International Joint Conference on Neural Networks (IJCNN)

November 27, 2025

Longhin F, Baruzzo G, Hazizaj E, Boscarino D, Paladin D, Di Camillo B. MOV&RSim: computational modelling of cancer-specific variants and sequencing reads characteristics for realistic tumoral sample simulation. BMC Bioinformatics 2025

November 21, 2025April 16, 2026

Faggioli G, Menotti L, Marchesin S, Trescato I, Ahmad L, Aidos H, Alungulese AL, Bellazzi R, Bergamaschi R, Birolo G, Bosoni P, Cabrera-Umpierrez MF, Cavalla P, Chiò A, Dagliati A, de Carvalho M, Fariselli P, García Domínguez JM, Gonzalez-Martinez S, Gromicho M, Guazzo A, Jovanovic A, Kostic B, Longato E, Madeira S, Manera U, Muñoz Blanco JL, Tavazzi El, Tavazzi E, Trasobares Iglesias E, Uroševic V, Di Nunzio GM, Silvello G, Di Camillo B, Ferro N, and Vettoretti M. The BRAINTEASER Datasets: Clinical, Wearable and Environmental Data for ALS & MS Progression Modeling, Sci. Data, 2025

October 7, 2025October 23, 2025

Lee Y, Baruzzo G, Kim J, Seo J, Di Camillo B. Validity of Feature Importance in Low-Performing Machine Learning for Tabular Biomedical Data. IEEE Access 2025

September 5, 2025April 16, 2026

De Mori Bajolin F, Bianchi AM, Tavazzi E. A Multivariate Deep-Learning Approach for Stratifying Amyotrophic Lateral Sclerosis Patients Based on Temporal Dynamics. In: Proc. 20th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistics (CIBB) 2025.

July 22, 2025April 16, 2026

Nucciarelli L, Gottardelli B, Tudor AM, Vallati M, Tavazzi E, et al. Privacy-by-design GEN-RWD Sandbox for Distributed Multicentric Data Analysis in Healthcare: The Proxy Module, In: Proc. 2025 IEEE 13th International Conference on Healthcare Informatics, ICHI 2025, IEEE Computer Society, 2025.