Novel large empirical study of deep transfer learning for COVID-19 classification based on CT and X-ray images

Abstract The early and highly accurate prediction of COVID-19 based on medical images can speed up the diagnostic process and thereby mitigate disease spread; therefore, developing AI-based models is an inevitable endeavor. The presented work, to our knowledge, is the first to expand the model space...

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Bibliographic Details
Main Authors: Mansour Almutaani, Turki Turki, Y.-H. Taguchi
Format: Article
Language:English
Published: Nature Portfolio 2024-11-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-024-76498-4
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