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Early risk assessment for COVID-19 patients from emergency department data using machine learning.
Heldt, Frank S; Vizcaychipi, Marcela P; Peacock, Sophie; Cinelli, Mattia; McLachlan, Lachlan; Andreotti, Fernando; Jovanovic, Stojan; Dürichen, Robert; Lipunova, Nadezda; Fletcher, Robert A; Hancock, Anne; McCarthy, Alex; Pointon, Richard A; Brown, Alexander; Eaton, James; Liddi, Roberto; Mackillop, Lucy; Tarassenko, Lionel; Khan, Rabia T.
Affiliation
  • Heldt FS; Sensyne Health Plc, Schrodinger Building, Heatley Road, Oxford Science Park, Oxford, OX4 4GE, UK. stefan.heldt@sensynehealth.com.
  • Vizcaychipi MP; Chelsea and Westminster Hospital NHS Foundation Trust, 369 Fulham Road, London, SW10 9NH, UK.
  • Peacock S; Academic Department of Anaesthesia and Intensive Care Medicine, Imperial College London, Chelsea and Westminster Campus, 369 Fulham Road, London, SW10 9NH, UK.
  • Cinelli M; Sensyne Health Plc, Schrodinger Building, Heatley Road, Oxford Science Park, Oxford, OX4 4GE, UK.
  • McLachlan L; Sensyne Health Plc, Schrodinger Building, Heatley Road, Oxford Science Park, Oxford, OX4 4GE, UK.
  • Andreotti F; Sensyne Health Plc, Schrodinger Building, Heatley Road, Oxford Science Park, Oxford, OX4 4GE, UK.
  • Jovanovic S; Sensyne Health Plc, Schrodinger Building, Heatley Road, Oxford Science Park, Oxford, OX4 4GE, UK.
  • Dürichen R; Sensyne Health Plc, Schrodinger Building, Heatley Road, Oxford Science Park, Oxford, OX4 4GE, UK.
  • Lipunova N; Sensyne Health Plc, Schrodinger Building, Heatley Road, Oxford Science Park, Oxford, OX4 4GE, UK.
  • Fletcher RA; Sensyne Health Plc, Schrodinger Building, Heatley Road, Oxford Science Park, Oxford, OX4 4GE, UK.
  • Hancock A; Sensyne Health Plc, Schrodinger Building, Heatley Road, Oxford Science Park, Oxford, OX4 4GE, UK.
  • McCarthy A; Sensyne Health Plc, Schrodinger Building, Heatley Road, Oxford Science Park, Oxford, OX4 4GE, UK.
  • Pointon RA; Chelsea and Westminster Hospital NHS Foundation Trust, 369 Fulham Road, London, SW10 9NH, UK.
  • Brown A; Chelsea and Westminster Hospital NHS Foundation Trust, 369 Fulham Road, London, SW10 9NH, UK.
  • Eaton J; Chelsea and Westminster Hospital NHS Foundation Trust, 369 Fulham Road, London, SW10 9NH, UK.
  • Liddi R; Chelsea and Westminster Hospital NHS Foundation Trust, 369 Fulham Road, London, SW10 9NH, UK.
  • Mackillop L; Sensyne Health Plc, Schrodinger Building, Heatley Road, Oxford Science Park, Oxford, OX4 4GE, UK.
  • Tarassenko L; Sensyne Health Plc, Schrodinger Building, Heatley Road, Oxford Science Park, Oxford, OX4 4GE, UK.
  • Khan RT; Women's Centre, Oxford University Hospitals NHS Foundation Trust, John Radcliffe Hospital, Headley Way, Headington, Oxford, OX3 9DU, UK.
Sci Rep ; 11(1): 4200, 2021 02 18.
Article in En | MEDLINE | ID: mdl-33603086
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Risk Assessment / Emergency Service, Hospital / Machine Learning / COVID-19 Type of study: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Country/Region as subject: Europa Language: En Journal: Sci Rep Year: 2021 Document type: Article Affiliation country: Country of publication:
Fulltext
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Full text: 1 Collection: 01-internacional Database: MEDLINE Main subject: Risk Assessment / Emergency Service, Hospital / Machine Learning / COVID-19 Type of study: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limits: Adult / Aged / Aged80 / Female / Humans / Male / Middle aged Country/Region as subject: Europa Language: En Journal: Sci Rep Year: 2021 Document type: Article Affiliation country: Country of publication: