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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 FarrowORCiD, Dr Sara Graziadio, Professor Kevin WilsonORCiD, Dr Clare LendremORCiD, Dr Sean Parker

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Licence

This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (CC BY-NC 4.0).

Publication metadata

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: 2025

Volume: 11

Issue: 3

Print publication date: 04/06/2025

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

Data Access Statement: Supplementary material is available alongside the publication on the publisher's page.

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Funding

Funder referenceFunder name
Global Access Diagnostics
Mologic Ltd
NIHR BRC
SBRI/Innovate UK

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