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

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 evaluate the performance...

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Veröffentlicht in:	EAI endorsed transactions on bioengineering and bioinformatics 2021-03, Vol.1 (2), p.168864
Hauptverfasser:	Moura, L., Dartora, C., Mattjie, C., Barros, R., Marques da Silva, A.
Format:	Artikel
Sprache:	eng
Schlagworte:	Chest Classification Coronaviruses COVID-19 Feature extraction Lungs Pneumonia Radiography Radiomics Statistical analysis Support vector machines Texture
Online-Zugang:	Volltext
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