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Authors
Riley, Richard D.
Collins, Gary S.
Archer, Lucinda
Whittle, Rebecca
Legha, Amardeep
Kirton, Laura
Dhiman, Paula
Sadatsafavi, Mohsen
Adderley, Nicola J.
Alderman, Joseph
Martin, Glen P.
Ensor, Joie
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Funding
Funding for this research was provided by:
Birmingham Biomedical Research Centre
EPSRC (EP/Y018516/1)
EPSRC (EP/Y018516/1)
EPSRC (EP/Y018516/1)
EPSRC (EP/Y018516/1)
EPSRC (EP/Y018516/1)
EPSRC (EP/Y018516/1)
EPSRC (EP/Y018516/1)
MRC (MR/T025085/1)
MRC (MR/T025085/1)
Medical Research Council (MR/Z503873/1)
Medical Research Council (MR/Z503873/1)
Medical Research Council (MR/Z503873/1)
Medical Research Council (MR/Z503873/1)
Medical Research Council (MR/Z503873/1)
Medical Research Council (MR/Z503873/1)
Medical Research Council (MR/Z503873/1)
Medical Research Council (MR/Z503873/1)
Medical Research Council (MR/Z503873/1)
Medical Research Council (MR/Z503873/1)
Cancer Research UK (C49297/A27294)
Cancer Research UK (CTUQQR-Dec22/100006)
Cancer Research UK (PRCPJT-Nov21\100021)
National Institute for Health and Care Research (NIHR303331)
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Article History
Received: 27 November 2024
Accepted: 27 June 2025
First Online: 16 December 2025
Declarations
:
: Not applicable.
: RDR receives royalties for sales of his textbooks “Prognosis Research in Healthcare” and “Individual Participant Data Meta-analysis”. JEA is the co-organiser of Alan Turing Institute Clinical AI interest group (unpaid). NJA received grant funding from the NIHR outside the submitted work.
