publications – Page 2 – Systems Biology and Bioinformatics Group

November 5, 2023January 22, 2024

Guazzo A, Longato E, Fadini GP, Morieri ML, Sparacino G, Di Camillo B. Deep-learning-based natural-language-processing models to identify cardiovascular disease hospitalisations of patients with diabetes from routine visits’ text. Sci Rep 2023.

October 26, 2023January 22, 2024

Lee Y, Cappellato M, Di Camillo B. Machine learning-based feature selection to search stable microbial biomarkers: application to inflammatory bowel disease. Gigascience. 2023

October 6, 2023January 22, 2024

Bellato M, Cappellato M, Longhin F, Del Vecchio C, Brancaccio G, Cattelan AM, Brun P, Salaris C, Castagliuolo I, Di Camillo B. Uncover a microbiota signature of upper respiratory tract in patients with SARS-CoV-2+. Sci Rep. 2023

September 18, 2023February 6, 2024

Tavazzi E, Roversi C, Vettoretti M, Di Camillo B. Investigating the Dynamics of Cardio-metabolic Comorbidities and Their Interactions in Ageing Adults through Dynamic Bayesian Networks, In: 6th Workshop on Artificial Intelligence for Aging, Rehabilitation, and Intelligent Assisted Living (ARIAL) 2023.

September 11, 2023February 6, 2024

Faggioli G, Guazzo A, Marchesin S, Menotti L, Trescato I, Aidos H, Bergamaschi R, Birolo G, Paola Cavalla P, Chiò A, Dagliati A, de Carvalho M, Di Nunzio G M, Fariselli P, García Dominguez J M, Gromicho M, Longato E, C Madeira S C, Manera U, Silvello G, Tavazzi E, Tavazzi E, Vettoretti M, Di Camillo B, Ferro N. Intelligent Disease Progression Prediction: Overview of iDPP@ CLEF 2023. Lect Notes in Comp Science (LNCS) 2023

September 11, 2023February 6, 2024

Faggioli G, Guazzo A, Marchesin S, Menotti L, Trescato I, Aidos H, Bergamaschi R, Birolo G, Cavalla P, Chiò A, Dagliati A, de Carvalho M, Di Nunzio GM, Fariselli P , García Dominguez LM, Gromicho M, Longato E, Madeira SC, Manera U, Silvello G, Tavazzi E, Tavazzi E, Vettoretti M, Di Camillo B, Ferro N. Overview of iDPP@ CLEF 2023: the intelligent disease progression prediction challenge. In: Int Conf of the Cross-Language Ev Forum for Europ Lan. Cham: Springer Nat Switz, 2023

September 7, 2023February 6, 2024

Gottardelli B, Nucciarelli L, Tavazzi E, Damiani A. GEN-RWD Sandbox: A Modular Architecture for Privacy-preserving Data Sharing for AI-driven Medical Research. In: Proc. 18th International Conference on Computational Intelligence methods for Bioinformatics and Biostatistics (CIBB) 2023.

June 23, 2023January 22, 2024

Trescato I, Tavazzi E, Vettoretti M, Vasta R, Chiò A, Di Camillo B. Identifying extreme profiles in amyotrophic lateral sclerosis patients at diagnosis through archetypal analysis. In: Proc. VIII Congress of the National Group of Bioengineering (GNB 2023).

June 23, 2023February 6, 2024

Longato E, Tavazzi E, Chiò A, Sparacino G, Di Camillo B. Dynamic Bayesian Networks and Transfer Learning Enable the Development of Deep Sequence-Based Models on Small-Sample Data. In: Proc. VIII Congress of the National Group of Bioengineering (GNB 2023).

June 23, 2023February 6, 2024

Tavazzi E, Albertini D, Vettoretti M. Development of predictive models for short-term prediction of disability progression in multiple sclerosis. In: Proc. VIII Congress of the National Group of Bioengineering (GNB 2023).