Longato E, Di Camillo B, Sparacino G, Avogaro A, Fadini GP. Time-resolved trajectory of glucose lowering medications and cardiovascular outcomes in type 2 diabetes: a recurrent neural network analysis. Cardiovasc Diabetol 2022.
Longato E, Morieri ML, Sparacino G, Di Camillo B, Cattelan A, Lo Menzo S, Trevenzoli M, Vianello A, Guarnieri G, Lionello F, Avogaro A, Fioretto P, Vettor R, Fadini GP. Time-series analysis of multidimensional clinical-laboratory data by dynamic Bayesian networks reveals trajectories of COVID-19 outcomes. Comput Methods Programs Biomed 2022.
Check out our last paper on Amyotrophic Lateral Sclerosis progression modeling that has just been published in the Journal of Neurology.
Tavazzi E, Daberdaku S, Zandonà A, Vasta R, Nefussy B, Lunetta C, Mora G, Mandrioli J, Grisan E, Tarlarini C, Calvo A, Moglia C, Gotkine M, Drory V, Chiò A, Di Camillo B. Predicting functional impairment trajectories in amyotrophic lateral sclerosis: a probabilistic, multifactorial model of disease progression. J Neurol 2022
2nd Workshop on Process Mining for Healthcare
The 2nd Process Mining for Healthcare (PM4HC) Workshop that our Post-doc Erica Tavazzi organized together with Roberto Gatta, Lucia Sacchi, and Arianna Dagliati from the Universities of Brescia and Pavia took place yesterday.
It was a great occasion to explore the work in progress in a number of Italian institutions where new methodologies and useful applications are shedding a light on the processes happening in healthcare. Our group also had the pleasure to present our recent research on the investigation of the effectiveness of a data-driven approach to statistical analysis and its applications to Melanoma and Amyotrophic Lateral Sclerosis.
A big thank you goes to SIBIM – Italian Scientific Society of Biomedical Informatics – for sponsoring this nice event, to the University of Brescia for generously hosting the workshop, and to all the onsite and online participants for their impressive contributions and the very fruitful open discussion!
