A temporal visualization of chronic obstructive pulmonary disease progression using deep learning and unstructured clinical notes

BACKGROUND: Chronic obstructive pulmonary disease (COPD) is a progressive lung disease that is classified into stages based on disease severity. We aimed to characterize the time to progression prior to death in patients with COPD and to generate a temporal visualization that describes signs and sym...

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Detalles Bibliográficos
Autores principales: Tang, Chunlei, Plasek, Joseph M., Zhang, Haohan, Kang, Min-Jeoung, Sheng, Haokai, Xiong, Yun, Bates, David W., Zhou, Li
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6916213/
https://www.ncbi.nlm.nih.gov/pubmed/31842874
http://dx.doi.org/10.1186/s12911-019-0984-8

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6916213/
https://www.ncbi.nlm.nih.gov/pubmed/31842874
http://dx.doi.org/10.1186/s12911-019-0984-8

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