Machine learning for prediction of in-hospital mortality in COVID-19 patients: results from an Italian multicentre study

被引:0
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作者
Paris, Sara [1 ]
Inciardi, Riccardo Maria [1 ]
Specchia, Claudia [1 ]
Vezzoli, Marika [1 ]
Oriecuia, Chiara [1 ]
Lombardi, Carlo Mario [1 ]
Murillo, Natalia Herrera [1 ]
Pagnesi, Matteo [1 ]
Tomasoni, Daniela [1 ]
Ameri, Pietro [2 ]
Carubelli, Valentina [1 ]
Agostoni, Piergiuseppe [3 ]
Canale, Claudia [2 ]
Carugo, Stefano [4 ]
Danzi, Giambattista [5 ]
Di Pasquale, Mattia [1 ]
Sarullo, Filippo [6 ]
La Rovere, Maria Teresa [7 ]
Mortara, Andrea [8 ]
Piepoli, Massimo [9 ,10 ]
Porto, Italo [2 ]
Sinagra, Gianfranco [11 ]
Volterrani, Maurizio [12 ]
Gnecchi, Massimiliano [13 ]
Leonardi, Sergio [13 ]
Merlo, Marco [11 ]
Iorio, Annamaria [14 ]
Giovinazzo, Stefano [2 ]
Bellasi, Antonio [15 ]
Zaccone, Gregorio [1 ]
Camporotondo, Rita [13 ]
Catagnano, Francesco [8 ,13 ]
Dalla Vecchia, Laura [16 ]
Maccagni, Gloria [1 ]
Mapelli, Massimo [3 ]
Margonato, Davide [8 ,16 ]
Monzo, Luca [17 ]
Nuzzi, Vincenzo [11 ]
Pozzi, Andrea [14 ]
Provenzale, Giovanni [4 ]
Tedino, Chiara [1 ]
Guazzi, Marco [18 ]
Senni, Michele [14 ]
Metra, Marco [1 ]
机构
[1] Univ Brescia, Dipartimento Specialita Med Chirurg Sci Radiol &, ASST Spedali Civili Brescia, Cardiol, Brescia, Italy
[2] Univ Genoa, IRCCS Osped Policlin San Martino, Dipartimento Med Interna, Genoa, Italy
[3] Univ Milan, Ctr Cardiol, Div Cardiol Monzino, Milan, Italy
[4] Univ Milan, ASST Santi Paolo & Carlo, Osped San Paolo, Div Cardiol, Milan, Italy
[5] Osped Maggiore Cremona, Div Cardiol, Cremona, Italy
[6] Buccheri Ferla Osped Fatebenefratelli, Unita Riabilitaz Cardiol, Palermo, Italy
[7] Ist Sci Pavia, Ist Clin Sci Maugeri, Dipartimento Cardiol, IRCCS, Pavia, Italy
[8] Policlin Monza, Dipartimento Cardiol, Monza, Italy
[9] AUSL Piacenza, Osped G Saliceto, Heart Failure Unit, Piacenza, Italy
[10] Inst Life Sci, Sant Anna Sch Adv Studies, Pisa, Italy
[11] Azienda Sanit Univ Integrata, Dipartimento Cardiol, Trieste, Italy
[12] IRCCS San Raffaele Pisana, Dipartimento Sci Med, Rome, Italy
[13] Univ Pavia, Fdn IRCCS Policlin San Matteo, Div Cardiol, Dipartimento Sci Med & Malattie Infett, Pavia, Italy
[14] Osped Papa Giovanni XXIII, Dipartimento Cardiovasc, Unita Cardiol, Bergamo, Italy
[15] Osped Papa Giovanni XXIII, Unita Innovaz & Brand Reputat, Bergamo, Italy
[16] Ist Sci Milano, IRCCS, Ist Clin Sci Maugeri, Dipartimento Cardiol, Milan, Italy
[17] Policlin Casilino, Ist Clin Casal Palocco, Dipartimento Cardiol, Rome, Italy
[18] Univ Milan, Heart Failure Unit, Dipartimento Cardiol, IRCCS Osped San Donato, Milan, Italy
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中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
554
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页数:2
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