Search Results for author: Asmaa Abbas

Found 3 papers, 1 papers with code

4S-DT: Self Supervised Super Sample Decomposition for Transfer learning with application to COVID-19 detection

no code implementations26 Jun 2020 Asmaa Abbas, Mohammed M. Abdelsamea, Mohamed Gaber

We used 50, 000 unlabelled chest X-ray images to achieve our coarse-to-fine transfer learning with an application to COVID-19 detection, as an exemplar.

General Classification Image Classification +3

Classification of COVID-19 in chest X-ray images using DeTraC deep convolutional neural network

1 code implementation26 Mar 2020 Asmaa Abbas, Mohammed M. Abdelsamea, Mohamed Medhat Gaber

Due to the high availability of large-scale annotated image datasets, great success has been achieved using convolutional neural networks (CNNs) for image recognition and classification.

General Classification Medical Diagnosis +3

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