Application of CycleGAN and transfer learning techniques for automated detection of COVID-19 using X-ray images.

Bargshady, Ghazal; Zhou, Xujuan; Barua, Prabal Datta; Gururajan, Raj; Li, Yuefeng; Acharya, U Rajendra

Bargshady, Ghazal; Zhou, Xujuan; Barua, Prabal Datta; Gururajan, Raj; Li, Yuefeng; Acharya, U Rajendra.

Afiliación

Bargshady G; School of Business, University of Southern Queensland, 37 Sinnathamby Blvd, Springfield Central, QLD 4300, Australia.
Zhou X; School of Business, University of Southern Queensland, 37 Sinnathamby Blvd, Springfield Central, QLD 4300, Australia.
Barua PD; School of Business, University of Southern Queensland, 37 Sinnathamby Blvd, Springfield Central, QLD 4300, Australia.
Gururajan R; School of Business, University of Southern Queensland, 37 Sinnathamby Blvd, Springfield Central, QLD 4300, Australia.
Li Y; School of Computer Science, Queensland University of Technology, Australia.
Acharya UR; Department of Electronics and Computer Engineering, Ngee Ann Polytechnic, Singapore.

Pattern Recognit Lett ; 153: 67-74, 2022 Jan.

Article en En | MEDLINE | ID: mdl-34876763

Palabras clave

COVID19; CycleGAN; Deep Learning; Radiological image processing; Transfer Learning

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Texto completo: 1 Colección: 01-internacional Banco de datos: MEDLINE Tipo de estudio: Diagnostic_studies Idioma: En Revista: Pattern Recognit Lett Año: 2022 Tipo del documento: Article País de afiliación: Australia

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