An Ensemble of Global and Local-Attention Based Convolutional Neural Networks for COVID-19 Diagnosis on Chest X-ray Images

An Ensemble of Global and Local-Attention Based Convolutional Neural Networks for COVID-19 Diagnosis on Chest X-ray Images

The recent Coronavirus Disease 2019 (COVID-19) pandemic has put a tremendous burden on global health systems. Medical practitioners are under great pressure for reliable screening of suspected cases employing adjunct diagnostic tools to standard point-of-care testing methodology. Chest X-rays (CXRs)...

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Bibliographic Details
Main Authors: Ahmed Afifi, Noor E Hafsa, Mona A. S. Ali, Abdulaziz Alhumam, Safa Alsalman
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Symmetry
Subjects:
COVID-19 detection
pneumonia diagnosis
convolutional neural network
multi-instance learning
wrong feature attribution
multi-label classification
Online Access:https://www.mdpi.com/2073-8994/13/1/113

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https://www.mdpi.com/2073-8994/13/1/113

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