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Leveraging compact convolutional transformers for enhanced COVID-19 detection in chest X-rays: a grad-CAM visualization approach

Leveraging compact convolutional transformers for enhanced COVID-19 detection in chest X-rays: a grad-CAM visualization approach

Bibliographic Details
Main Authors: Aravinda C. V, Sudeepa K. B, S. Pradeep, P. Suraksha, Meng Lin
Format: Article
Language:English
Published: Frontiers Media S.A. 2024-12-01
Series:Frontiers in Big Data
Subjects:
deep learning
COVID-19 detection
chest X-ray analysis
convolutional neural networks
grad-CAM visualization
data augmentation
Online Access:https://www.frontiersin.org/articles/10.3389/fdata.2024.1489020/full
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https://www.frontiersin.org/articles/10.3389/fdata.2024.1489020/full

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