Development and external validation of prognostic models for COVID-19 to support risk stratification in secondary care

• Dhruv Parekh,
• Elizabeth Sapey,
• Krishnarajah Nirantharakumar,
• Nicola J Adderley,
• Rashan Haniffa,
• Alastair K Denniston,
• Joht Singh Chandan,
• Yemisi Takwoingi,
• Suzy Gallier,
• Christopher Sainsbury,
• Krishna Gokhale,
• Carly Welch,
• Malcolm James Price,
• Thomas Taverner,
• David Greenwood,
• Isaac Hosier

Affiliations

Dhruv Parekh

Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK

Elizabeth Sapey

Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK

Krishnarajah Nirantharakumar

Institute of Applied Health Research, University of Birmingham, Birmingham, UK

Nicola J Adderley

Institute of Applied Health Research, University of Birmingham, Birmingham, UK

Rashan Haniffa

Mahidol Oxford Tropical Medicine Research Unit, University of Oxford, Oxford, UK

Alastair K Denniston

Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK

Joht Singh Chandan

Institute of Applied Health Research, University of Birmingham, Birmingham, UK

Yemisi Takwoingi

Institute of Applied Health Research, University of Birmingham, Birmingham, UK

Suzy Gallier

University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK

Christopher Sainsbury

Institute of Applied Health Research, University of Birmingham, Birmingham, UK

Krishna Gokhale

Institute of Applied Health Research, University of Birmingham, Birmingham, UK

Carly Welch

Institute of Inflammation and Ageing, University of Birmingham, Birmingham, UK

Malcolm James Price

Institute of Applied Health Research, University of Birmingham, Birmingham, UK

Thomas Taverner

Institute of Applied Health Research, University of Birmingham, Birmingham, UK

David Greenwood

Institute of Applied Health Research, University of Birmingham, Birmingham, UK

Isaac Hosier

Institute of Applied Health Research, University of Birmingham, Birmingham, UK