440. Detection of COVID-19 Patients Requiring Escalation to ICU Status Using a Naïve Bayes Classifier

• Published in: Open forum infectious diseases Vol. 8; no. Supplement_1; p. S322
• Main Authors: Barnett, William R, Jaenke, Chad, Holtzapple, Zachary, Williams, James, Kesireddy, Nithin, Khokher, Waleed, Assaly, Ragheb
• Format: Journal Article
• Language: English
• Published: US Oxford University Press 04.12.2021
• Subjects: Poster Abstracts

Abstract Background A naïve Bayes classifier is a popular tool used in assigning variables an equal and independent contribution to a binary decision. With respect to COVID-19 severity, the naïve Bayes classifier can consider different variables, such as age, gender, race/ethnicity, comorbidities, a...