Diagnosis of COVID-19 on chest X-ray (CXR) images using CNN with transfer learning and integrated stacking ensemble learning

• Main Authors: Low, Wai Sing, Chow, Li Sze, Solihin, Mahmud Iwan, Handayani, Dini Oktarina Dwi
• Format: Proceeding Paper
• Language: English; English
• Published: Springer 2024
• Subjects: QA76 Computer software
• Online Access: http://irep.iium.edu.my/114201/1/114201_Diagnosis%20of%20COVID-19%20on%20chest%20X-ray%20%28CXR%29%20images.pdf; http://irep.iium.edu.my/114201/2/114201_Diagnosis%20of%20COVID-19%20on%20chest%20X-ray%20%28CXR%29%20images_SCOPUS.pdf; http://irep.iium.edu.my/114201/; https://link.springer.com/chapter/10.1007/978-981-99-8819-8_1
• Institution: Universiti Islam Antarabangsa Malaysia

COVID-19 caused a pandemic outbreak, resulting in many deaths and severe economic damage since 2019. Hence, the diagnosis of COVID-19 has be-come one of the major fields of research. Although RT-PCR has excellent relia-bility and precision, it is time-consuming and laborious. Therefore, the chest X-...