Browsing by Author "Basalamah, Anas"

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COVID-19 Detection Using Machine Learning:

Sohan, Md. Fahimuzzman; Basalamah, Anas; Solaimana, Md. (Daffodil International University, 2022-03-02)

Millions of people are infected by the coronavirus disease 2019 (COVID-19) around the world. Within three months of its first report, it rapidly spread worldwide with thousands of deaths. Since that time, not only ...
An Optimized CNN Model Architecture for Detecting Coronavirus (COVID-19) with X-Ray Images

Basalamah, Anas; Rahman, Shadikur (Springer, 2022-04-15)

This paper demonstrates empirical research on using convolutional neural networks (CNN) of deep learning techniques to classify X-rays of COVID-19 patients versus normal patients by feature extraction. Feature extraction ...
A Systematic Review on Federated Learning in Medical Image Analysis

Sohan, MD Fahimuzzman; Basalamah, Anas (IEEE, 2023-03-21)

Federated Learning (FL) obtained a lot of attention to the academic and industrial stakeholders from the beginning of its invention. The eye-catching feature of FL is handling data in a decentralized manner which creates ...

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