Publications

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2011
Sohni A, Mulas F, Ferrazzi F, Bellazzi R, Verfaillie C. Characterization of role of BAF60C in TGF-BETA mediated smooth muscle induction in rodent bone marrow derived adult stem cells.; 2011. (International Society for Stem Cell Research Meeting (ISSCR 2011)).
2010
Dalle Carbonare S, Ferrazzi F, Cerra C, Casella V, Franzini M, Padova B, et al. Indicator Maps and Clustering in Healthcare Resources Management.; 2010. (AMIA 2010 Annual Symposium).
Novoyatleva T, Diehl F, van Amerongen MJ, Patra C, Ferrazzi F, Bellazzi R, et al. TWEAK is a positive regulator of cardiomyocyte proliferation. Si. 2010;85(4):681-90.
Diehl F, Brown MA, Amerongen VM, Novoyatleva T, A.Wietelmann, Harriss J, et al. Cardiac Deletion of Smyd2 Is Dispensable for Mouse Heart Development. PLoS ONE. 2010;5(3):e9748.
Mulas F, Ferrazzi F, Sohni A, Ross J, Ulloa-Montoya F, Verfaillie C, et al. Knowledge-based gene association networks.; 2010. (GNB 2010).
2009
Malovini A, Nuzzo A, Ferrazzi F, Puca A, Bellazzi R. Phenotype forecasting with SNPs data through gene-based Bayesian networks. Si. 2009;10(Suppl 2):7.
Patra C, Ferrazzi F, Amerongen VM, Diehl F, Novoyatleva T, Jungblut B, et al. The extracellular matrix protein nephronectin is required for zebrafish heart development. Vol Clin Res Cardiol 98 Suppl 1.; 2009.
Avogadri R, Brioschi M, Ferrazzi F, Re M, Beghini A, Valentini G. A stability-based algorithm to validate hierarchical clusters of genes. International Journal of Knowledge Engineering and Soft Data Paradigms. 2009;1(4):381-30.
Ferrazzi F, Diehl F, Patra C, Amerongen VM, Novoyatleva T, A-W.Mohammed, et al. Temporal expression analysis to elucidate regulatory mechanisms of heart development. Vol Clin Res Cardiol 98 Suppl 1.; 2009.
Novoyatleva T, Amerongen VM, Diehl F, Patra C, Ferrazzi F, Engel FB. TWEAK, via its FN14 receptor, is a novel positive regulator of cardiomyocyte proliferation. Vol Clin Res Cardiol .; 2009.
2008
Malovini A, Ferrazzi F, Nuzzo A, Puca AA, Bellazzi R. Learning Bayesian networks from genotypic data for phenotype forecasting: a gene-based approach. Pisa, Italy; 2008.
Malovini A, Ferrazzi F, Nuzzo A, Puca AA, Bellazzi R. Phenotype Forecasting with SNPs Data through Gene-Based Bayesian Networks. Varenna (CO), Italy; 2008.
Malovini A, Ferrazzi F, Nuzzo A, Puca AA, Bellazzi R. Learning Gene-based Bayesian Networks from SNPs Data for Phenotype Forecasting. San Francisco, CA, USA; 2008.
Avogadri R, Brioschi M, Ruffino F, Ferrazzi F, Beghini A, Valentini G. An algorithm to assess the reliability of hierarchical clusters in gene expression data..; 2008. (Proceedings of KES 2008, 12th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Lecture Notes in Computer Science).
Ferrazzi F, Rinaldi S, Parikh A, Shaulsky G, Zupan B, Bellazzi R. Bayesian population models to learn gene networks from multiple expression experiments.; 2008. (Proceedings of ECCB 2008 European Conference on Computational Biology).
Ferrazzi F, Rinaldi S, Parikh A, Shaulsky G, Zupan B, Bellazzi R. Population models to learn Bayesian networks from multiple gene expression experiments.; 2008.
Ferrazzi F, Rinaldi S, Bellazzi R. Prior knowledge in the inference of cellular networks with dynamic Gaussian networks: results from a simulation study.; 2008.
Ferrazzi F, Diehl F, Patra C, Amerongen VM, Novoyatleva T, Magni P, et al. Systems Biology Approach to Elucidate Fundamental Mechanisms of Heart Growth and Maturation. Vol 103.; 2008. (Basic Cardiovascular Sciences Conference 2008 Abstracts, Circulation Research; vol 103).
Magni P, Ferrazzi F, Sacchi L, Bellazzi R. TimeClust: a clustering tool for gene expression time series. Bioinformatics. 2008;24(3):430-2.
2007
Ferrazzi F, Magni P, Sacchi L, Nuzzo A, Petrovic U, Bellazzi R. Inferring gene regulatory networks by integrating static and dynamic data. Si. 2007;76(Suppl 3):S462-75.
Ferrazzi F, Sebastiani P, Ramoni MF, Bellazzi R. Bayesian approaches to reverse engineer cellular systems: a simulation study on nonlinear Gaussian networks. BMC Bioinformatics. 2007;8 (Suppl 5):S2.
Ferrazzi F, Bellazzi R. Control and Systems Fundamentals. In: Alterovitz G, Ramoni MF, editors.; 2007.
Bellazzi R, Ferrazzi F, Sacchi L. Metodi avanzati per il clustering di dati di espressione genica: integrazione di conoscenza a priori e analisi di serie temporali. In: Bellazzi R, Bicciato S, Cavalcanti S, Cobelli C, Toffolo G, editors.; 2007.
Ferrazzi F, Rinaldi S, Bellazzi R. The role of prior knowledge to reconstruct cellular networks with Bayesian networks: a simulation study.; 2007.
2006
Ferrazzi F, Magni P, Sacchi L, Bellazzi R. Inferring gene expression networks through static and dynamic data integration. Vol 124. Hasman A, Haux R, van der Lei J, Clercq DE, France RFH, editors.; 2006.