publications – Page 7 – Systems Biology and Bioinformatics Group

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

August 20, 2020October 21, 2021

Tavazzi E, Daberdaku S, Vasta R, Calvo A, Chiò A, Di Camillo B. Exploiting mutual information for the imputation of static and dynamic mixed-type clinical data with an adaptive k-nearest neighbours approach. BMC Med Inform Decis Mak 2020

August 2, 2020October 21, 2021

Vettoretti M, Longato E, Zandonà A, Li Y, Pagán JA, Siscovick D, Carnethon MR, Bertoni AG, Facchinetti A, Di Camillo B. Addressing practical issues of predictive models translation into everyday practice and public health management: a combined model to predict the risk of type 2 diabetes improves incidence prediction and reduces the prevalence of missing risk predictions. BMJ Open Diabetes Res Care 2020