Enhancing COVID-19 Detection: An Xception-Based Model with Advanced Transfer Learning from X-ray Thorax Images

Enhancing COVID-19 Detection: An Xception-Based Model with Advanced Transfer Learning from X-ray Thorax Images

Rapid and precise identification of Coronavirus Disease 2019 (COVID-19) is pivotal for effective patient care, comprehending the pandemic’s trajectory, and enhancing long-term patient survival rates. Despite numerous recent endeavors in medical imaging, many convolutional neural network-based models...

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Bibliographic Details
Main Authors: Reagan E. Mandiya, Hervé M. Kongo, Selain K. Kasereka, Kyamakya Kyandoghere, Petro Mushidi Tshakwanda, Nathanaël M. Kasoro
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Journal of Imaging
Subjects:
COVID-19
Xception
X-ray images
neural network
medical imaging
transfer learning
Online Access:https://www.mdpi.com/2313-433X/10/3/63

Internet

https://www.mdpi.com/2313-433X/10/3/63

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