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Enlightening discriminative network functional modules behind Principal Component Analysis separation in differential-omic science studies.
Ciucci S, Ge Y, Durán C, Palladini A, Jiménez-Jiménez V, Martínez-Sánchez LM, Wang Y, Sales S, Shevchenko A, Poser SW, Herbig M, Otto O, Androutsellis-Theotokis A, Guck J, Gerl MJ, Cannistraci CV. Ciucci S, et al. Among authors: duran c. Sci Rep. 2017 Mar 13;7:43946. doi: 10.1038/srep43946. Sci Rep. 2017. PMID: 28287094 Free PMC article.
Lipidomics in Major Depressive Disorder.
Walther A, Cannistraci CV, Simons K, Durán C, Gerl MJ, Wehrli S, Kirschbaum C. Walther A, et al. Among authors: duran c. Front Psychiatry. 2018 Oct 15;9:459. doi: 10.3389/fpsyt.2018.00459. eCollection 2018. Front Psychiatry. 2018. PMID: 30374314 Free PMC article.
Nonlinear machine learning pattern recognition and bacteria-metabolite multilayer network analysis of perturbed gastric microbiome.
Durán C, Ciucci S, Palladini A, Ijaz UZ, Zippo AG, Sterbini FP, Masucci L, Cammarota G, Ianiro G, Spuul P, Schroeder M, Grill SW, Parsons BN, Pritchard DM, Posteraro B, Sanguinetti M, Gasbarrini G, Gasbarrini A, Cannistraci CV. Durán C, et al. Nat Commun. 2021 Mar 26;12(1):1926. doi: 10.1038/s41467-021-22135-x. Nat Commun. 2021. PMID: 33771992 Free PMC article.
Use of Steroid Profiling Combined With Machine Learning for Identification and Subtype Classification in Primary Aldosteronism.
Eisenhofer G, Durán C, Cannistraci CV, Peitzsch M, Williams TA, Riester A, Burrello J, Buffolo F, Prejbisz A, Beuschlein F, Januszewicz A, Mulatero P, Lenders JWM, Reincke M. Eisenhofer G, et al. Among authors: duran c. JAMA Netw Open. 2020 Sep 1;3(9):e2016209. doi: 10.1001/jamanetworkopen.2020.16209. JAMA Netw Open. 2020. PMID: 32990741 Free PMC article.
919 results