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Classification of Exacerbation Frequency in the COPDGene Cohort Using Deep Learning with Deep Belief Networks
This study aims to develop an automatic classifier based on deep learning for exacerbation frequency in patients with chronic obstructive pulmonary disease (COPD). A three-layer deep belief network (DBN) with two hidden layers and one visible layer was employed to develop classification models and t...
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| Publicat a: | IEEE J Biomed Health Inform |
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| Autors principals: | , , , , , , |
| Format: | Artigo |
| Idioma: | Inglês |
| Publicat: |
2016
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| Matèries: | |
| Accés en línia: | https://ncbi.nlm.nih.gov/pmc/articles/PMC5479745/ https://ncbi.nlm.nih.gov/pubmed/28026794 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/JBHI.2016.2642944 |
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