publications – Page 4 – Systems Biology and Bioinformatics Group

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.

May 20, 2023January 22, 2024

Tavazzi E, Longato E, Vettoretti M, Aidos H, Trescato I, Roversi C, Martins AS, Castanho EN, Branco R, Soares DF, Guazzo A, Birolo G, Pala D, Bosoni P, Chiò A, Manera U, de Carvalho M, Miranda B, Gromicho M, Alves I, Bellazzi R, Dagliati A, Fariselli P, Madeira SC, Di Camillo B. Artificial Intelligence and Statistical Methods for Stratification and Prediction of Progression in amyotrophic lateral sclerosis: A Systematic Review. Artif Intell Med 2023.

May 17, 2023June 9, 2023

Panariello F, Gagliano O, Luni C, Grimaldi A, Angiolillo S, Qin W, Manfredi A, Annunziata P, Slovin S, Vaccaro L, Riccardo S, Bouche V, Dionisi M, Salvi M, Martewicz S, Hu M, Cui M, Stuart H, Laterza C, Baruzzo G, Schiebinger G, Di Camillo B, Cacchiarelli D & Elvassore N. Cellular population dynamics shape the route to human pluripotency. Nat Comm 2023

April 18, 2023April 27, 2023

Khachatryan L, Xiang Y, Ivanov A, Glaab E, Graham G, Granata I, Giordano M, Maddalena L, Piccirillo M, Manipur I, Baruzzo G, Cappellato M, Avot B, Stan A, Battey J, Lo Sasso G, Boue S, Ivanov NV, Peitsch MC, Hoeng J, Falquet F, Di Camillo B, Guarracino M, Ulyantsev V, Sierro N, Poussin C. Results and Lessons Learned from the sbv IMPROVER Metagenomics Diagnostics for Inflammatory Bowel Disease Challenge. Sci Rep 2023