Automated chest screening based on a hybrid model of transfer learning and convolutional sparse denoising autoencoder

OBJECTIVE: In this paper, we aim to investigate the effect of computer-aided triage system, which is implemented for the health checkup of lung lesions involving tens of thousands of chest X-rays (CXRs) that are required for diagnosis. Therefore, high accuracy of diagnosis by an automated system can...

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Detalles Bibliográficos
Autores principales: Wang, Changmiao, Elazab, Ahmed, Jia, Fucang, Wu, Jianhuang, Hu, Qingmao
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2018
Materias:
Research
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5966927/
https://www.ncbi.nlm.nih.gov/pubmed/29792208
http://dx.doi.org/10.1186/s12938-018-0496-2

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5966927/
https://www.ncbi.nlm.nih.gov/pubmed/29792208
http://dx.doi.org/10.1186/s12938-018-0496-2

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