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COVID-19 ICU mortality prediction: a machine learning approach using SuperLearner algorithm.
Lorenzoni G, Sella N, Boscolo A, Azzolina D, Bartolotta P, Pasin L, Pettenuzzo T, De Cassai A, Baratto F, Toffoletto F, De Rosa S, Fullin G, Peta M, Rosi P, Polati E, Zanella A, Grasselli G, Pesenti A, Navalesi P, Gregori D; VENETO ICU Network. Lorenzoni G, et al. J Anesth Analg Crit Care. 2021 Sep 1;1(1):3. doi: 10.1186/s44158-021-00002-x. J Anesth Analg Crit Care. 2021. PMID: 37386625 Free PMC article.
Static compliance and driving pressure are associated with ICU mortality in intubated COVID-19 ARDS.
Boscolo A, Sella N, Lorenzoni G, Pettenuzzo T, Pasin L, Pretto C, Tocco M, Tamburini E, De Cassai A, Rosi P, Polati E, Donadello K, Gottin L, De Rosa S, Baratto F, Toffoletto F, Ranieri VM, Gregori D, Navalesi P; COVID-19 VENETO ICU Network. Boscolo A, et al. Crit Care. 2021 Jul 28;25(1):263. doi: 10.1186/s13054-021-03667-6. Crit Care. 2021. PMID: 34321047 Free PMC article.