Open Access

ARTICLE

Semantic Pneumonia Segmentation and Classification for Covid-19 Using Deep Learning Network

M. M. Lotfy¹, Hazem M. El-Bakry², M. M. Elgayar³, Shaker El-Sappagh^4,5, G. Abdallah M. I¹, A. A. Soliman¹, Kyung Sup Kwak^6,*

1 Department of Mathematics, Faculty of Science, Arish University, Arish, 45511, Egypt
2 Department of Information Systems, Faculty of Computers and Information, Mansoura University, Mansoura, 35511, Egypt
3 Department of Information Technology, Faculty of Computers and Information, Mansoura University, Mansoura, 35511, Egypt
4 Centro Singular de Investigación en Tecnoloxías Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, 15705, Spain
5 Information Systems Department, Faculty of Computers and Artificial Intelligence, Benha University, Benha, 13512, Egypt
6 Department of Information and Communication Engineering, Inha University, Incheon, 22212, Korea

* Corresponding Author: Kyung Sup Kwak. Email: