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A real-time integrated framework to support clinical decision making for covid-19 patients.
Murri R, Masciocchi C, Lenkowicz J, Fantoni M, Damiani A, Marchetti A, Sergi PDA, Arcuri G, Cesario A, Patarnello S, Antonelli M, Bellantone R, Bernabei R, Boccia S, Calabresi P, Cambieri A, Cauda R, Colosimo C, Crea F, De Maria R, De Stefano V, Franceschi F, Gasbarrini A, Landolfi R, Parolini O, Richeldi L, Sanguinetti M, Urbani A, Zega M, Scambia G, Valentini V; Gemelli against Covid Group. Murri R, et al. Comput Methods Programs Biomed. 2022 Apr;217:106655. doi: 10.1016/j.cmpb.2022.106655. Epub 2022 Jan 29. Comput Methods Programs Biomed. 2022. PMID: 35158181 Free PMC article.
A machine-learning parsimonious multivariable predictive model of mortality risk in patients with Covid-19.
Murri R, Lenkowicz J, Masciocchi C, Iacomini C, Fantoni M, Damiani A, Marchetti A, Sergi PDA, Arcuri G, Cesario A, Patarnello S, Antonelli M, Bellantone R, Bernabei R, Boccia S, Calabresi P, Cambieri A, Cauda R, Colosimo C, Crea F, De Maria R, De Stefano V, Franceschi F, Gasbarrini A, Parolini O, Richeldi L, Sanguinetti M, Urbani A, Zega M, Scambia G, Valentini V; Gemelli against Covid Group. Murri R, et al. Sci Rep. 2021 Oct 27;11(1):21136. doi: 10.1038/s41598-021-99905-6. Sci Rep. 2021. PMID: 34707184 Free PMC article.
Gemelli decision tree Algorithm to Predict the need for home monitoring or hospitalization of confirmed and unconfirmed COVID-19 patients (GAP-Covid19): preliminary results from a retrospective cohort study.
Vetrugno G, Laurenti P, Franceschi F, Foti F, D'Ambrosio F, Cicconi M, LA Milia DI, Di Pumpo M, Carini E, Pascucci D, Boccia S, Pastorino R, Damiani G, De-Giorgio F, Oliva A, Nicolotti N, Cambieri A, Ghisellini R, Murri R, Sabatelli G, Musolino M, Gasbarrini A; Gemelli-Against-Covid Group. Vetrugno G, et al. Eur Rev Med Pharmacol Sci. 2021 Mar;25(6):2785-2794. doi: 10.26355/eurrev_202103_25440. Eur Rev Med Pharmacol Sci. 2021. PMID: 33829463 Free article.
Fib-4 score is able to predict intra-hospital mortality in 4 different SARS-COV2 waves.
Miele L, Dajko M, Savino MC, Capocchiano ND, Calvez V, Liguori A, Masciocchi C, Vetrone L, Mignini I, Schepis T, Marrone G, Biolato M, Cesario A, Patarnello S, Damiani A, Grieco A, Valentini V, Gasbarrini A; Gemelli against COVID Group. Miele L, et al. Intern Emerg Med. 2023 Aug;18(5):1415-1427. doi: 10.1007/s11739-023-03310-y. Epub 2023 Jul 25. Intern Emerg Med. 2023. PMID: 37491564 Free PMC article.
Neutrophil-to-lymphocyte ratio and clinical outcome in COVID-19: a report from the Italian front line.
Ciccullo A, Borghetti A, Zileri Dal Verme L, Tosoni A, Lombardi F, Garcovich M, Biscetti F, Montalto M, Cauda R, Di Giambenedetto S; GEMELLI AGAINST COVID Group. Ciccullo A, et al. Int J Antimicrob Agents. 2020 Aug;56(2):106017. doi: 10.1016/j.ijantimicag.2020.106017. Epub 2020 May 11. Int J Antimicrob Agents. 2020. PMID: 32437920 Free PMC article. No abstract available.