DC-GAN-based synthetic X-ray images augmentation for increasing the performance of EfficientNet for COVID-19 detection.

Shah, Pir Masoom; Ullah, Hamid; Ullah, Rahim; Shah, Dilawar; Wang, Yulin; Islam, Saif Ul; Gani, Abdullah; Rodrigues, Joel J P C.

Afiliação

Shah PM; School of Computer Science Wuhan University Wuhan China.
Ullah H; Department of Computer Science Bacha Khan University Charsadda Pakistan.
Ullah R; Department of Computer Science Kohat University of Science and Technology Kohat Pakistan.
Shah D; Department of Computer Science University of Malakand Malakand Pakistan.
Wang Y; Department of Computer Science Bacha Khan University Charsadda Pakistan.
Islam SU; School of Computer Science Wuhan University Wuhan China.
Gani A; Department of Computer Science KICSIT, Institute of Space Technology Islamabad Pakistan.
Rodrigues JJPC; Faculty of Computing and Informatics University Malaysia Sabah Labuan Malaysia.

Expert Syst ; 39(3): e12823, 2022 Mar.

Article em En | MEDLINE | ID: mdl-34898799