Texture-based Feature Extraction for COVID-19 Pneumonia Classification using Chest Radiography

Moura, L. and Dartora, C. and Mattjie, C. and Barros, R. and Silva, A. Marques da (2021) Texture-based Feature Extraction for COVID-19 Pneumonia Classification using Chest Radiography. EAI Endorsed Transactions on Bioengineering and Bioinformatics.

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Abstract

INTRODUCTION: The identification of COVID-19 pneumonia using chest radiography is challenging.

OBJECTIVES: We investigate classification models to differentiate COVID-19-based and typical pneumonia in chest radiography.

METHODS: We use 136 segmented chest X-rays to train and evalu

Item Type: Article
Date Deposited: 04 Mar 2026 14:10
Last Modified: 11 Apr 2026 18:28
URI: http://eprints.eai.eu/id/eprint/33561

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