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Transfer Learning for Multicenter Classification of Chronic Obstructive Pulmonary Disease

Chronic obstructive pulmonary disease (COPD) is a lung disease that can be quantified using chest computed tomography scans. Recent studies have shown that COPD can be automatically diagnosed using weakly supervised learning of intensity and texture distributions. However, up till now such classifie...

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Detalhes bibliográficos
Publicado no:IEEE J Biomed Health Inform
Main Authors: Cheplygina, Veronika, Peña, Isabel Pino, Pedersen, Jesper Holst, Lynch, David A., Sørensen, Lauge, de Bruijne, Marleen
Formato: Artigo
Idioma:Inglês
Publicado em: 2017
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7944588/
https://ncbi.nlm.nih.gov/pubmed/29990220
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/JBHI.2017.2769800
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