publications – Page 3 – Systems Biology and Bioinformatics Group

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

Baruzzo G, Serafini A, Finotello F, Sanavia T, Cioetto-Mazzabò L, Boldrin F, Lavezzo E, Barzon L, Toppo S, Provvedi R, Manganelli R, Di Camillo B. Role of the Extracytoplasmic Function Sigma Factor SigE in the Stringent Response of Mycobacterium tuberculosis. Microbiol Spectr 2023

February 2, 2023March 9, 2023

Tavazzi E, Gatta R, Vallati M, Cotti Piccinelli S, Filosto M, Padovani A, Castellano M, Di Camillo B. Leveraging Process Mining for Modeling Progression Trajectories in Amyotrophic Lateral Sclerosis. BMC Medical Inform Decis Mak 2022

February 1, 2023January 22, 2024

Di Camillo B, Puricelli L, Iori E, Toffolo GM, Tessari P, Arrigoni G. Modeling SILAC Data to Assess Protein Turnover in a Cellular Model of Diabetic Nephropathy. Int J Mol Sci. 2023

December 15, 2022March 9, 2023

Chicco D, Oneto L, Tavazzi E. Eleven quick tips for data cleaning and feature engineering. PLoS Comput Biol 2022

December 9, 2022February 6, 2024

Morieri ML, Longato E, Di Camillo B, Sparacino G, Avogaro A, Fadini GP. Management of type 2 diabetes with a treat-to-benefit approach improved long-term cardiovascular outcomes under routine care. Cardiovasc Diabetol 2022.

December 7, 2022March 9, 2023

Cuendet MA, Gatta R, Wicky A, Gerard CL, Dalla-Vale M, Tavazzi E, Michielin G, Delyon J, Fehrata N, Cesbron J, Lofek S, Huber A, Jankovic J, Demicheli R, Bouchaab H, Digklia A, Obeid M, Peters S, Eicher M, Prandervand S, Michielin O. A differential process mining analysis of COVID-19 management for cancer patients. Front Oncol 2022