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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.
Hasan, M; Bath, P A; Marincowitz, C; Sutton, L; Pilbery, R; Hopfgartner, F; Mazumdar, S; Campbell, R; Stone, T; Thomas, B; Bell, F; Turner, J; Biggs, K; Petrie, J; Goodacre, S.
Affiliation
  • Hasan M; The University of Sheffield, School of Health and Related Research (ScHARR), Sheffield, United Kingdom. Electronic address: m.hasan@sheffield.ac.uk.
  • Bath PA; The University of Sheffield, School of Health and Related Research (ScHARR), Sheffield, United Kingdom; The University of Sheffield, Information School, Sheffield, United Kingdom.
  • Marincowitz C; The University of Sheffield, School of Health and Related Research (ScHARR), Sheffield, United Kingdom.
  • Sutton L; The University of Sheffield, School of Health and Related Research (ScHARR), Sheffield, United Kingdom.
  • Pilbery R; Yorkshire Ambulance Service NHS Trust, Research and Development, Wakefield, United Kingdom.
  • Hopfgartner F; The University of Koblenz and Landau, Institute for Web Science and Technologies, Koblenz, Germany.
  • Mazumdar S; The University of Sheffield, Information School, Sheffield, United Kingdom.
  • Campbell R; The University of Sheffield, School of Health and Related Research (ScHARR), Sheffield, United Kingdom.
  • Stone T; The University of Sheffield, School of Health and Related Research (ScHARR), Sheffield, United Kingdom.
  • Thomas B; The University of Sheffield, School of Health and Related Research (ScHARR), Sheffield, United Kingdom.
  • Bell F; The University of Sheffield, School of Health and Related Research (ScHARR), Sheffield, United Kingdom.
  • Turner J; The University of Sheffield, School of Health and Related Research (ScHARR), Sheffield, United Kingdom.
  • Biggs K; The University of Sheffield, School of Health and Related Research (ScHARR), Sheffield, United Kingdom.
  • Petrie J; The University of Sheffield, School of Health and Related Research (ScHARR), Sheffield, United Kingdom.
  • Goodacre S; The University of Sheffield, School of Health and Related Research (ScHARR), Sheffield, United Kingdom.
Comput Biol Med ; 151(Pt A): 106024, 2022 12.
Article in En | MEDLINE | ID: mdl-36327887
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Deep Learning / COVID-19 Type of study: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Humans Language: En Journal: Comput Biol Med Year: 2022 Document type: Article Country of publication:
Fulltext
Add to My VHL
Print
XML
PubMed Links
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Deep Learning / COVID-19 Type of study: Diagnostic_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Humans Language: En Journal: Comput Biol Med Year: 2022 Document type: Article Country of publication: