Pioneering topological methods for network-based drug–target prediction by exploiting a brain-network self-organization theory

por Durán, Claudio, Daminelli, Simone, Thomas, Josephine M, Haupt, V Joachim, Schroeder, Michael, Cannistraci, Carlo Vittorio
Publicado 2017

Lipidomics in Major Depressive Disorder

por Walther, Andreas, Cannistraci, Carlo Vittorio, Simons, Kai, Durán, Claudio, Gerl, Mathias J., Wehrli, Susanne, Kirschbaum, Clemens
Publicado 2018

Use of Steroid Profiling Combined With Machine Learning for Identification and Subtype Classification in Primary Aldosteronism

por Eisenhofer, Graeme, Durán, Claudio, Cannistraci, Carlo Vittorio, Peitzsch, Mirko, Williams, Tracy Ann, Riester, Anna, Burrello, Jacopo, Buffolo, Fabrizio, Prejbisz, Aleksander, Beuschlein, Felix, Januszewicz, Andrzej, Mulatero, Paolo, Lenders, Jacques W. M., Reincke, Martin
Publicado 2020

Enlightening discriminative network functional modules behind Principal Component Analysis separation in differential-omic science studies

por Ciucci, Sara, Ge, Yan, Durán, Claudio, Palladini, Alessandra, Jiménez-Jiménez, Víctor, Martínez-Sánchez, Luisa María, Wang, Yuting, Sales, Susanne, Shevchenko, Andrej, Poser, Steven W., Herbig, Maik, Otto, Oliver, Androutsellis-Theotokis, Andreas, Guck, Jochen, Gerl, Mathias J., Cannistraci, Carlo Vittorio
Publicado 2017

Nonlinear machine learning pattern recognition and bacteria-metabolite multilayer network analysis of perturbed gastric microbiome

por Durán, Claudio, Ciucci, Sara, Palladini, Alessandra, Ijaz, Umer Z., Zippo, Antonio G., Sterbini, Francesco Paroni, Masucci, Luca, Cammarota, Giovanni, Ianiro, Gianluca, Spuul, Pirjo, Schroeder, Michael, Grill, Stephan W., Parsons, Bryony N., Pritchard, D. Mark, Posteraro, Brunella, Sanguinetti, Maurizio, Gasbarrini, Giovanni, Gasbarrini, Antonio, Cannistraci, Carlo Vittorio
Publicado 2021