publications – Page 7 – Systems Biology and Bioinformatics Group

July 29, 2021September 28, 2021

Roversi C, Tavazzi E, Vettoretti M, Di Camillo B. A Dynamic Bayesian Network model for simulating the progression to diabetes onset in the ageing population. In: Proc. 2021 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) 2021

June 20, 2021October 21, 2021

Tangaro MA, Defazio G, Fosso B, Licciulli VF, Grillo G, Donvito G, Lavezzo E, Baruzzo G, Pesole G, Santamaria M. ITSoneWB: profiling global taxonomic diversity of eukaryotic communities on Galaxy. Bioinformatics 2021.

June 16, 2021February 6, 2024

Longato E, Fadini GP, Sparacino G, Avogaro A, Di Camillo B. Recurrent Neural Network to Predict Renal Function Impairment in Diabetic Patients via Longitudinal Routine Check-Up Data. In: Proc. of the 19th International Conference on Artificial Intelligence in Medicine (AIME) 2021.

May 1, 2021October 21, 2021

Ghisoni E, Wicky AM, Bouchaab H, Imbimbo M, Delyon J, Gautron Moura B, Gérard CL, Latifyan S, Özdemir BC, Caikovski M, Pradervand S, Tavazzi E, Gatta R, Marandino L, Valabrega G, Aglietta M, Obeid M, Homicsko K, Mederos-Alfonso NN , Zimmermann S, Coukos G, Peters S, Cuendet MA, Di Maio M, and Michielin O. Late-onset and long-lasting immune-related adverse events from immune checkpoint inhibitors: An overlooked aspect in immunotherapy. Eur J Cancer 2021

March 12, 2021February 6, 2024

Longato E, Fadini GP, Sparacino G, Avogaro A, Tramontan L, Di Camillo B. A Deep Learning Approach to Predict Diabetes’ Cardiovascular Complications From Administrative Claims. IEEE J Biomed Health Inform 2021.

November 5, 2020February 6, 2024

Longato E, Di Camillo B, Sparacino G, Tramontan L, Avogaro A, Fadini GP. Cardiovascular effectiveness of human-based vs. exendin-based glucagon like peptide-1 receptor agonists: a retrospective study in patients with type 2 diabetes. Eur J Prev Cardiol 2021.

October 5, 2020October 20, 2021

Tavazzi E, Gérard CL, Michielin O, Wicky A, Gatta R, Cuendet M. A Process Mining approach to statistical analysis: application to a real-world advanced melanoma dataset. Lect. Notes Bus. Inf. Process 2020

September 24, 2020October 28, 2020

Tanevski J, Nguyen T, Truong B, Karaiskos N, Ahsen ME, Zhang X, Shu C, Xu K, Liang X, Hu Y, Pham HV, Xiaomei L, Le TD, Tarca AL, Bhatti G, Romero R, Karathanasis N, Loher P, Chen Y, Ouyang Z, Mao D, Zhang Y, Zand M, Ruan J, Hafemeister C, Qiu P, Tran D, Nguyen T, Gabor A, Yu T, Guinney J, Glaab E, Krause R, Banda P, DREAM SCTC Consortium, Stolovitzky G, Rajewsky N, Saez-Rodriguez J, Meyer P. Gene selection for optimal prediction of cell position in tissues from single-cell transcriptomics data. Life Sci Alliance 2020

September 16, 2020October 21, 2021

Cappellato M, Baruzzo G, Patuzzi I, Di Camillo B. Modeling Microbial Community Networks: Methods and Tools. Current Genomics 2020

September 11, 2020October 28, 2020

Gatta R, Vallati M, Fernandez-Llatas C, Martinez-Millana A, Orini S, Sacchi L, Lenkowicz J, Marcos M, Munoz-Gama J, Cuendet M, De Bari B, Marco-Ruiz L, Stefanini A, Valero-Ramon Z, Michielin O, Lapinskas T, Montvila A, Martin N, Tavazzi E, and Castellano M. What Role can Process Mining play in recurrent Clinical Guidelines issues? A Position Paper. International Journal of Environmental Research and Public Health 2020