Machine-learning classification of texture features of portable chest X-ray accurately classifies COVID-19 lung infection

Medicine & Life Sciences

• Machine Learning 100%
• X-Rays 68%
• Thorax 61%
• Lung 47%
• Viral Pneumonia 44%
• Infections 42%
• Deep Learning 40%
• Bacterial Pneumonia 38%
• Supervised Machine Learning 23%
• Datasets 23%
• Pandemics 15%
• Radiologists 13%
• Reading 12%
• ROC Curve 12%
• Area Under Curve 12%
• Sensitivity and Specificity 10%
• Physicians 9%

Engineering & Materials Science

• X rays 79%
• Textures 70%
• Machine learning 64%
• Deep learning 26%
• Image quality 13%
• Statistical methods 12%
• Imaging techniques 11%

Chemical Compounds

• Crystalline Texture 85%
• X-Ray 53%
• Volume 8%