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- W4386211557 abstract "In this research, we explore the potential of combining effective feature extraction techniques with traditional machine-learning algorithms to classify different types of pneumonia from chest X-ray images. The accurate identification of COVID-19 pneumonia, as well as differentiating it from normal X-rays and other viral pneumonia cases, is crucial in supporting physicians with efficient and reliable diagnoses during times of heavy pressure on the medical system. We present a machine learning-based model for classifying COVID-19 pneumonia-affected lungs, non-COVID pneumonia-affected lungs, and healthy lungs based on chest X-ray images. Specifically, we employ a local binary pattern (LBP) feature extraction technique in conjunction with a support vector machine (SVM) model to achieve 100% accuracy in distinguishing COVID-19 pneumonia from normal X-ray images, which outperforms state-of-the-art methods. In the multiclass classification task, we utilize a Histogram of Oriented Gradients (HOG) feature extraction technique with an SVM-based model, attaining an accuracy of 94%. These results are highly competitive with the performance of deep learning methods commonly used in this domain." @default.
- W4386211557 created "2023-08-29" @default.
- W4386211557 creator A5044571099 @default.
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- W4386211557 date "2023-07-09" @default.
- W4386211557 modified "2023-09-30" @default.
- W4386211557 title "Comparative Study of LBP and HOG Feature Extraction Techniques for COVID-19 Pneumonia Classification" @default.
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- W4386211557 doi "https://doi.org/10.1109/iscc58397.2023.10217997" @default.
- W4386211557 hasPublicationYear "2023" @default.
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