-
Loading metrics
Machine learning in predicting respiratory failure in patients with COVID-19 pneumonia—Challenges, strengths, and opportunities in a global health emergency
- 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,
Roles Investigation, Resources
Affiliations Respiratory Diseases Unit, Azienda Ospedaliero-Universitaria Policlinico of Modena, Modena, Italy, Department of Medical and Surgical Sciences for Children and Adults, University of Modena and Reggio Emilia, Modena, Italy
⨯ - Massimo Girardis,
- Mario Sarti,
- Andrea Cossarizza,
- Cristina Mussini,
- Federica Mandreoli,
- Paolo Missier ,
- [ ... ],
-
Giovanni Guaraldi
Roles Conceptualization, Investigation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing
* E-mail: giovanni.guaraldi@unimore.it
¶‡ These authors share senior authorship.
Affiliations Department of Surgical, Medical, Dental and Morphological Sciences, University of Modena and Reggio Emilia, Modena, Italy, Department of Infectious Diseases, Azienda Ospedaliero-Universitaria Policlinico of Modena, Modena, Italy
⨯ - [ view all ]
- [ view less ]
https://orcid.org/0000-0002-1515-5094
Machine learning in predicting respiratory failure in patients with COVID-19 pneumonia—Challenges, strengths, and opportunities in a global health emergency
- Davide Ferrari,
- Jovana Milic,
- Roberto Tonelli,
- Francesco Ghinelli,
- Marianna Meschiari,
- Sara Volpi,
- Matteo Faltoni,
- Giacomo Franceschi,
- Vittorio Iadisernia,
- Dina Yaacoub
- Published: November 12, 2020
- https://doi.org/10.1371/journal.pone.0239172