COVID-19 ICU mortality prediction: a machine learning approach using SuperLearner algorithm

Autor: Lorenzoni, Giulia, Sella, Nicolò, Boscolo, Annalisa, Azzolina, Danila, Bartolotta, Patrizia, Pasin, Laura, Pettenuzzo, Tommaso, De Cassai, Alessandro, Baratto, Fabio, Toffoletto, Fabio, De Rosa, Silvia, Fullin, Giorgio, Peta, Mario, Rosi, Paolo, Polati, Enrico, Zanella, Alberto, Grasselli, Giacomo, Pesenti, Antonio, Navalesi, Paolo, Gregori, Dario, Tocco, Martina, Pretto, Chiara, Tamburini, Enrico, Fregolent, Davide, Pirelli, Pier Francesco, Marchesin, Davide, Perona, Matteo, Franchetti, Nicola, Paolera, Michele Della, Simoni, Caterina, Falcioni, Tatiana, Tresin, Alessandra, Schiavolin, Chiara, Schiavi, Aldo, Vathi, Sonila, Sartori, Daria, Sorgato, Alice, Pistollato, Elisa, Linassi, Federico, Gianoli, Sara, Gaspari, Silvia, Gruppo, Francesco, Maggiolo, Alessandra, Giurisato, Elena, Furlani, Elisa, Calore, Alvise, Serra, Eugenio, Pittarello, Demetrio, Tiberio, Ivo, Bond, Ottavia, Michieletto, Elisa, Muraro, Luisa, Peralta, Arianna, Persona, Paolo, Petranzan, Enrico, Zarantonello, Francesco, Graziano, Alessandro, Piasentini, Eleonora, Bernardi, Lorenzo, Pianon, Roberto, Mazzon, Davide, Poole, Daniele, Badii, Flavio, Bosco, Enrico, Agostini, Moreno, Trevisiol, Paride, Farnia, Antonio, Altafini, Lorella, Calò, Mauro Antonio, Meggiolaro, Marco, Lazzari, Francesco, Martinello, Ivan, Papaccio, Francesco, di Gregorio, Guido, Bonato, Alfeo, Sgarabotto, Camilla, Montacciani, Francesco, Alessandra, Parnigotto, Gagliardi, Giuseppe, Ferraro, Gioconda, Ongaro, Luigi, Baiocchi, Marco, Danzi, Vinicio, Zanatta, Paolo, Donadello, Katia, Gottin, Leonardo, Sinigaglia, Ezio, da Ros, Alessandra, Marchiotto, Simonetta, Bassanini, Silvia, Zamperini, Massimo, Daroui, Ivan, Mosaner, Walter

Publikováno v: Journal of Anesthesia, Analgesia and Critical Care

Background Since the beginning of coronavirus disease 2019 (COVID-19), the development of predictive models has sparked relevant interest due to the initial lack of knowledge about diagnosis, treatment, and prognosis. The present study aimed at devel

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https://doi.org/10.1186/s44158-021-00002-x

Additional file 1 of Why and how to open intensive care units to family visits during the pandemic

Autor: Mistraletti, Giovanni, Giannini, Alberto, Gristina, Giuseppe, Malacarne, Paolo, Mazzon, Davide, Cerutti, Elisabetta, Galazzi, Alessandro, Giubbilo, Ilaria, Vergano, Marco, Zagrebelsky, Vladimiro, Riccioni, Luigi, Grasselli, Giacomo, Scelsi, Silvia, Cecconi, Maurizio, Petrini, Flavia

Additional file 1. Presentation of the social, relational, and organizational challenges due to the pandemic, together with a description of the Authors’ group.

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Nutrizione artificiale e dichiarazioni anticipate di trattamento. Per l���elaborazione di un glossario comune e condiviso

Autor: Busatta, Lucia, Mazzon, Davide

The paper aims at giving a contribution for the elaboration of a common lexicon in the field of end of life issues. In particular, the beginning of a new phase for the political debate in Italy (with the introduction of some new legislative proposals

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