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Publication Date
Sat Mar 08 2025
Journal Name
مجلة حموربي للدراسات
Issue Number
53
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الازمة السياسية الماليزية واثرها على ترسيخ الديمقراطية 2018-2022
التنوع العرقي
كوفيد 19
تحالف الامل
العائلة الماليزية.
بلسم علاء الدين
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Publication Date
Wed Aug 30 2023
Journal Name
Baghdad Science Journal
Comparative Analysis of MFO, GWO and GSO for Classification of Covid-19 Chest X-Ray Images
Classification
COVID-19
extreme gradient boosting
Moth-Flame Optimization algorithm (MFO)
Grey Wolf Optimizer algorithm (GWO)
Glowworm Swarm Optimization algorithm (GSO)
Asraa M.
Hussien
Yossra H.
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Medical images play a crucial role in the classification of various diseases and conditions. One of the imaging modalities is X-rays which provide valuable visual information that helps in the identification and characterization of various medical conditions. Chest radiograph (CXR) images have long been used to examine and monitor numerous lung disorders, such as tuberculosis, pneumonia, atelectasis, and hernia. COVID-19 detection can be accomplished using CXR images as well. COVID-19, a virus that causes infections in the lungs and the airways of the upper respiratory tract, was first discovered in 2019 in Wuhan Province, China, and has since been thought to cause substantial airway damage, badly impacting the lungs of affected persons.

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