Suvodeep Mazumdar

University of Sheffield

United Kingdom

  • University of Sheffield

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Pre-Hospital Prediction of Adverse Outcomes in Patients with Suspected COVID-19: Development, Application and Comparison of Machine Learning and Deep Learning Methods

Number of pages: 23 Posted: 25 Mar 2022
Madina Hasan, Peter Bath, Carl Marincowitz, Laura Sutton, Richard Pilbery, Frank Hopfgartner, Suvodeep Mazumdar, Richard Campbell, Tony Stone, Thomas Benjamin, Fiona Bell, Janette Turner, Katie Biggs, Jennifer Petrie and Steve Goodacre
University of Sheffield, University of Sheffield, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Sheffield, University of Sheffield, affiliation not provided to SSRN, University of Sheffield - School of Health and Related Research, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and University of Sheffield
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Abstract:

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COVID-19, outcomes, support vector machines, extreme gradient boosting, artificial neural networks, stacking ensemble