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

le Durán, Claudio, Daminelli, Simone, Thomas, Josephine M, Haupt, V Joachim, Schroeder, Michael, Cannistraci, Carlo Vittorio
Foilsithe in Brief Bioinform (2017)

Lipidomics in Major Depressive Disorder

le Walther, Andreas, Cannistraci, Carlo Vittorio, Simons, Kai, Durán, Claudio, Gerl, Mathias J., Wehrli, Susanne, Kirschbaum, Clemens
Foilsithe in Front Psychiatry (2018)

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

le 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
Foilsithe in JAMA Netw Open (2020)

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

le 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
Foilsithe in Sci Rep (2017)

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

le 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
Foilsithe in Nat Commun (2021)