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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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Podrobná bibliografie
Vydáno v:Biomed Eng Online
Hlavní autoři: Wang, Changmiao, Elazab, Ahmed, Jia, Fucang, Wu, Jianhuang, Hu, Qingmao
Médium: Artigo
Jazyk:Inglês
Vydáno: BioMed Central 2018
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC5966927/
https://ncbi.nlm.nih.gov/pubmed/29792208
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12938-018-0496-2
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