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

od Durán, Claudio, Daminelli, Simone, Thomas, Josephine M, Haupt, V Joachim, Schroeder, Michael, Cannistraci, Carlo Vittorio
Wydane w Brief Bioinform (2017)

Lipidomics in Major Depressive Disorder

od Walther, Andreas, Cannistraci, Carlo Vittorio, Simons, Kai, Durán, Claudio, Gerl, Mathias J., Wehrli, Susanne, Kirschbaum, Clemens
Wydane w Front Psychiatry (2018)

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

od 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
Wydane w JAMA Netw Open (2020)

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

od 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
Wydane w Sci Rep (2017)

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

od 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
Wydane w Nat Commun (2021)