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Artificial neural network risk prediction of chronic obstructive pulmonary disease (COPD) exacerbations using urine biomarkers

Lookup NU author(s): Dr Malcolm Farrow, Dr Sara Graziadio, Professor Kevin Wilson, Dr Clare LendremORCiD, Dr Sean Parker

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Author(s): Yousuf AJ, Parekh G, Farrow M, Ball G, Graziadio S, Wilson K, Lendrem C, Carr L, Watson L, Parker S, Glover S, Finch J, Mistry V, Duvoix A, O'Brien L, Rees S, Lewis KE, Davis P, Brightling CE

Publication type: Article

Publication status: Published

Journal: ERJ Open Research

Year: 2024

Pages: epub ahead of print

Online publication date: 19/11/2024

Acceptance date: 24/10/2024

Date deposited: 28/11/2024

ISSN (electronic): 2312-0541

Publisher: European Respiratory Society

URL: https://doi.org/10.1183/23120541.00797-2024

DOI: 10.1183/23120541.00797-2024

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