Conference Papers – Systems Biology and Bioinformatics Group

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

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).

June 14, 2023February 6, 2024

Longato E, Tavazzi E, Chiò A, Mora G, Sparacino G, Di Camillo B. Dealing with Data Scarcity in Rare Diseases: Dynamic Bayesian Networks and Transfer Learning to Develop Prognostic Models of Amyotrophic Lateral Sclerosis, In: Proc. of the 21st International Conference of Artificial Intelligence in Medicine (AIME) 2023.