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Artificial neural network risk prediction of COPD exacerbations using urine biomarkers

Background COPD exacerbations cause considerable morbidity and mortality. We sought to identify a panel of urine biomarkers that can distinguish between stable and exacerbation states and predict risk of future exacerbations. Methods A retrospective discovery study was done measuring 35 biomarkers i...

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Bibliografiset tiedot
Päätekijät: Ahmed J. Yousuf, Gita Parekh, Malcolm Farrow, Graham Ball, Sara Graziadio, Kevin Wilson, Clare Lendrem, Liesl Carr, Lynne Watson, Sarah Parker, Joanne Finch, Sarah Glover, Vijay Mistry, Kate Porter, Annelyse Duvoix, Linda O'Brien, Sarah Rees, Keir E. Lewis, Paul Davis, Christopher E. Brightling
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: European Respiratory Society 2025-06-01
Sarja:ERJ Open Research
Linkit:http://openres.ersjournals.com/content/11/3/00797-2024.full
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