Machine Learning to Predict In-Hospital Mortality in COVID-19 Patients Using Computed Tomography-Derived Pulmonary and Vascular Features.
作者:
Simone,Schiaffino [1]
;
Marina,Codari [2]
;
Andrea,Cozzi [3]
;
Domenico,Albano [4]
;
Marco,Alì [5]
;
Roberto,Arioli [6]
;
Emanuele,Avola [7]
;
Claudio,Bnà [8]
;
Maurizio,Cariati [9]
;
Serena,Carriero [10]
;
Massimo,Cressoni [8]
;
Pietro S C,Danna [1]
;
Gianmarco,Della Pepa [7]
;
Giovanni,Di Leo [8]
;
Francesco,Dolci [1]
;
Zeno,Falaschi [11]
;
Nicola,Flor [7]
;
Riccardo A,Foà [12]
;
Salvatore,Gitto [10]
;
Giovanni,Leati [13]
;
Veronica,Magni [3]
;
Alexis E,Malavazos [13]
;
Giovanni,Mauri [3]
;
Carmelo,Messina [14]
;
Lorenzo,Monfardini [15]
;
Alessio,Paschè [16]
;
Filippo,Pesapane [4]
;
Luca M,Sconfienza [9]
;
Francesco,Secchi [7]
;
Edoardo,Segalini [17]
;
Angelo,Spinazzola [3]
;
Valeria,Tombini [4]
;
Silvia,Tresoldi [1]
;
Angelo,Vanzulli [3]
;
Ilaria,Vicentin [18]
;
Domenico,Zagaria [13]
;
Dominik,Fleischmann [19]
;
Francesco,Sardanelli [10]
作者单位:
Unit of Radiology, IRCCS Policlinico San Donato, Via Rodolfo Morandi 30, 20097 Milan, Italy.
[1]
Department of Radiology, School of Medicine, Stanford University, 300 Pasteur Drive, Stanford, CA 94305, USA.
[2]
Department of Biomedical Sciences for Health, Università degli Studi di Milano, Via Luigi Mangiagalli 31, 20133 Milan, Italy.
[3]
IRCCS Istituto Ortopedico Galeazzi, Via Riccardo Galeazzi 4, 20161 Milan, Italy.
[4]
Department of Biomedicine, Neurosciences and Advanced Diagnostics, Section of Radiological Sciences, Università degli Studi di Palermo, Via del Vespro 127, 90127 Palermo, Italy.
[5]
Department of Diagnostic Imaging and Stereotactic Radiosurgery, C.D.I. Centro Diagnostico Italiano S.p.A., Via Simone Saint Bon 20, 20147 Milan, Italy.
[6]
Radiodiagnostics, Department of Diagnosis and Treatment Services, Azienda Ospedaliero Universitaria Maggiore della Carità, Corso Giuseppe Mazzini 18, 28100 Novara, Italy.
[7]
Postgraduate School in Radiodiagnostics, Università degli Studi di Milano, Via Festa del Perdono 7, 20122 Milan, Italy.
[8]
Unit of Interventional Radiology, Unit of Radiology, Fondazione Poliambulanza Istituto Ospedaliero, Via Leonida Bissolati 57, 25124 Brescia, Italy.
[9]
Diagnostic and Interventional Radiology Service, ASST Santi Paolo e Carlo, Via Antonio di Rudinì 8, 20142 Milan, Italy.
[10]
Emergency Department, ASST Crema-Ospedale Maggiore, Largo Ugo Dossena 2, 26013 Crema, Italy.
[11]
Unit of Radiology, Ospedale Universitario Luigi Sacco-ASST Fatebenefratelli Sacco, Via Giovanni Battista Grassi 74, 20157 Milan, Italy.
[12]
Unit of Interventional Radiology, Unit of Radiology, ASST Crema-Ospedale Maggiore, Largo Ugo Dossena 2, 26013 Crema, Italy.
[13]
High Speciality Center for Dietetics, Nutritional Education and Cardiometabolic Prevention, IRCCS Policlinico San Donato, Via Rodolfo Morandi 30, 20097 Milan, Italy.
[14]
Department of Oncology and Hematology-Oncology, Università degli Studi di Milano, Via Festa del Perdono 7, 20122 Milan, Italy.
[15]
Division of Interventional Radiology, IEO-Istituto Europeo di Oncologia IRCCS, Via Giuseppe Ripamonti 435, 20141 Milan, Italy.
[16]
Division of Breast Radiology, IEO-Istituto Europeo di Oncologia IRCCS, Via Giuseppe Ripamonti 435, 20141 Milan, Italy.
[17]
Department of General and Emergency Surgery, ASST Crema-Ospedale Maggiore, Largo Ugo Dossena 2, 26013 Crema, Italy.
[18]
ASST Grande Ospedale Metropolitano Niguarda, Piazza dell'Ospedale Maggiore 3, 20162 Milan, Italy.
[19]
Cardiovascular Institute, 265 Campus Drive, Stanford University, Stanford, CA 94305, USA.
[20]
DOI
10.3390/jpm11060501
PMID
34204911
发布时间
2024-04-02
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Journal of personalized medicine
Journal of personalized medicine
2021年11卷6期
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