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COVID-19 Detection from Chest X-ray Images Based on Deep Learning Techniques

The COVID-19 pandemic has posed significant challenges in accurately diagnosing the disease, as severe cases may present symptoms similar to pneumonia. Real-Time Reverse Transcriptase Polymerase Chain Reaction (RT-PCR) is the conventional diagnostic technique; however, it has limitations in terms of...

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Principais autores: Shubham Mathesul, Debabrata Swain, Santosh Kumar Satapathy, Ayush Rambhad, Biswaranjan Acharya, Vassilis C. Gerogiannis, Andreas Kanavos
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2023-10-01
coleção:Algorithms
Assuntos:
COVID-19 detection
X-ray images
Canny edge detector
Grad-CAM
deep learning
Acesso em linha:https://www.mdpi.com/1999-4893/16/10/494
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