Self-Supervised Deep Convolutional Neural Network for Chest X-Ray Classification

Chest radiography is a relatively cheap, widely available medical procedure that conveys key information for making diagnostic decisions. Chest X-rays are frequently used in the diagnosis of respiratory diseases such as pneumonia or COVID-19. In this paper, we propose a self-supervised deep neural n...

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Auteurs principaux:	Matej Gazda, Jan Plavka, Jakub Gazda, Peter Drotar
Format:	Artigo
Langue:	Inglês
Publié:	IEEE 2021-01-01
Collection:	IEEE Access
Sujets:	Self-supervised learning contrastive learning deep learning convolutional neural network chest X-ray COVID-19
Accès en ligne:	https://ieeexplore.ieee.org/document/9600845/
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