Explainable Machine Learning for COVID-19 Pneumonia Classification With Texture-Based Features Extraction in Chest Radiography.
Luis Vinícius de MouraChristian Mattjie de OliveiraCaroline Machado DartoraRodrigo C. BarrosAna Maria Marques da SilvaPublished in: Frontiers Digit. Health (2021)
Keyphrases
- features extraction
- machine learning
- automatic classification
- pattern recognition
- x ray
- machine learning algorithms
- decision trees
- feature extraction
- text classification
- machine learning methods
- supervised learning
- supervised machine learning
- extracted features
- classification accuracy
- character recognition
- feature selection
- image processing
- support vector machine
- wavelet transform
- image analysis
- feature space
- image segmentation