International Journal of Scientific and Research Publications

IJSRP, Volume 12, Issue 8, August 2022 Edition [ISSN 2250-3153]


Covid-19 Detection on Chest CT-Scan Image Using GLCM-Based Feature Extraction with K-NN and Naïve Bayes Classification
      Rezky Rachmadany Rachman, Syamsir Dewang, Sri Dewi Astuty, and Eko Juarlin
Abstract: Covid-19 is a virus that has spread and become a global pandemic. This virus infected the vital human organ, which is the lungs. Therefore, this research identified Covid-19 and non-covid-19 diseases based on chest CT-Scan images using K-NN and Naïve Bayes classification methods. The system is constructed through pre-processing, segmentation, GLCM-based feature extraction, and dividing the testing and training data with K-fold cross-validation with the value of 5 and 10, then evaluated using Confusion Matrix.

Reference this Research Paper (copy & paste below code):
Rezky Rachmadany Rachman, Syamsir Dewang, Sri Dewi Astuty, and Eko Juarlin (2022); Covid-19 Detection on Chest CT-Scan Image Using GLCM-Based Feature Extraction with K-NN and Naïve Bayes Classification ; International Journal of Scientific and Research Publications (IJSRP) 12(8) (ISSN: 2250-3153), DOI: http://dx.doi.org/10.29322/IJSRP.12.08.2022.p12859

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