A Deep Learning Model with Self-Supervised Learning and Attention Mechanism for COVID-19 Diagnosis Using Chest X-ray Images

A Deep Learning Model with Self-Supervised Learning and Attention Mechanism for COVID-19 Diagnosis Using Chest X-ray Images

The SARS-CoV-2 virus has spread worldwide, and the World Health Organization has declared COVID-19 pandemic, proclaiming that the entire world must overcome it together. The chest X-ray and computed tomography datasets of individuals with COVID-19 remain limited, which can cause lower performance of...

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Bibliographic Details
Main Authors: Junghoon Park, Il-Youp Kwak, Changwon Lim
Format: Article
Language:English
Published: MDPI AG 2021-08-01
Series:Electronics
Subjects:
COVID-19
self-supervised learning
deep learning
convolution attention
chest X-ray
Score-CAM
Online Access:https://www.mdpi.com/2079-9292/10/16/1996

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https://www.mdpi.com/2079-9292/10/16/1996

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