Davide Ferrari Jovana Milic Roberto Tonelli Francesco Ghinelli Marianna Meschiari Sara Volpi Matteo Faltoni Giacomo Franceschi Vittorio Iadisernia Dina Yaacoub Giacomo Ciusa Erica Bacca Carlotta Rogati Marco Tutone Giulia Burastero Alessandro Raimondi Marianna Menozzi Erica Franceschini Gianluca Cuomo Luca Corradi Gabriella Orlando Antonella Santoro Margherita Digaetano Cinzia Puzzolante Federica Carli Vanni Borghi Andrea Bedini Riccardo Fantini Luca Tabbì Ivana Castaniere Stefano Busani Enrico Clini Massimo Girardis Mario Sarti Andrea Cossarizza Cristina Mussini Federica Mandreoli Paolo Missier Giovanni Guaraldi
10.1371/journal.pone.0239172
PLoS One
2020 Nov 12;15(11):e0239172.
CC BY
https://pubmed.ncbi.nlm.nih.gov/33180787/
Computer Simulation Coronavirus Infections / complications Machine Learning Pneumonia, Viral / complications Respiratory Insufficiency / diagnosis
Computer Simulation Coronavirus Infections / complications Machine Learning Pneumonia, Viral / complications Respiratory Insufficiency / diagnosis Observational Study Aged Betacoronavirus Blood Gas Analysis COVID-19 Female Humans Italy Male Middle Aged Models, Statistical Pandemics Prospective Studies Respiration, Artificial Respiratory Insufficiency / etiology SARS-CoV-2
PMC7660476
33180787
Machine learning in predicting respiratory failure in patients with COVID-19 pneumonia-Challenges, strengths, and opportunities in a global health emergency
2020