article_metadata: 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
article_metadata: 10.1371/journal.pone.0239172
article_metadata: PLoS One
article_metadata: 2020 Nov 12;15(11):e0239172.
article_metadata: CC BY
article_metadata: https://pubmed.ncbi.nlm.nih.gov/33180787/
article_metadata: Computer Simulation Coronavirus Infections / complications Machine Learning Pneumonia, Viral / complications Respiratory Insufficiency / diagnosis
article_metadata: 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
article_metadata: PMC7660476
article_metadata: 33180787
article_metadata: Machine learning in predicting respiratory failure in patients with COVID-19 pneumonia-Challenges, strengths, and opportunities in a global health emergency
article_metadata: 2020