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Identifying clinically important COPD sub-types using data-driven approaches in primary care population based electronic health records

BACKGROUND: COPD is a highly heterogeneous disease composed of different phenotypes with different aetiological and prognostic profiles and current classification systems do not fully capture this heterogeneity. In this study we sought to discover, describe and validate COPD subtypes using cluster a...

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Detalhes bibliográficos
Publicado no:BMC Med Inform Decis Mak
Main Authors: Pikoula, Maria, Quint, Jennifer Kathleen, Nissen, Francis, Hemingway, Harry, Smeeth, Liam, Denaxas, Spiros
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2019
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Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC6472089/
https://ncbi.nlm.nih.gov/pubmed/30999919
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12911-019-0805-0
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