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    Academic Journals

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• The impact of tocilizumab on respiratory support states transition and clinical outcomes in COVID-19 patients. A Markov model multi-state study.

  Authors:Jovana Milic, Federico Banchelli, Marianna Meschiari, Erica Franceschini, Giacomo Ciusa, Licia Gozzi, et al.From:PLoS ONE (Vol. 16, Issue 8) Peer-Reviewed

  Aug. 12, 20216,331 words Report 1420LBackground The benefit of tocilizumab on mortality and time to recovery in people with severe COVID pneumonia may depend on appropriate timing. The objective was to estimate the impact of tocilizumab administration on...

• Machine learning in predicting respiratory failure in patients with COVID-19 pneumonia-Challenges, strengths, and opportunities in a global health emergency

  Authors:Davide Ferrari, Jovana Milic, Roberto Tonelli, Francesco Ghinelli, Marianna Meschiari, Sara Volpi, et al.From:PLoS ONE (Vol. 15, Issue 11) Peer-Reviewed

  Nov. 12, 20204,827 words Report 1500LAims The aim of this study was to estimate a 48 hour prediction of moderate to severe respiratory failure, requiring mechanical ventilation, in hospitalized patients with COVID-19 pneumonia. Methods This was an...