Machine-learning classification of texture features of portable chest X-ray accurately classifies COVID-19 lung infection

BACKGROUND: The large volume and suboptimal image quality of portable chest X-rays (CXRs) as a result of the COVID-19 pandemic could post significant challenges for radiologists and frontline physicians. Deep-learning artificial intelligent (AI) methods have the potential to help improve diagnostic...

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Detalhes bibliográficos
Publicado no:Biomed Eng Online
Main Authors: Hussain, Lal, Nguyen, Tony, Li, Haifang, Abbasi, Adeel A., Lone, Kashif J., Zhao, Zirun, Zaib, Mahnoor, Chen, Anne, Duong, Tim Q.
Formato: Artigo
Idioma:Inglês
Publicado em: BioMed Central 2020
Assuntos:
Research
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7686836/
https://ncbi.nlm.nih.gov/pubmed/33239006
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12938-020-00831-x
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