Tuberculosis detection using deep learning and contrastenhanced canny edge detected X-Ray images

• Main Authors: Kieu, Stefanus Tao Hwa, Abdullah Bade, Mohd Hanafi Ahmad Hijazi, Mohammad Saffree Jeffree
• 格式: Article
• 語言: English; English
• 出版: 2020
• 主題: Q Science (General); T Technology (General)
• 在線閱讀: https://eprints.ums.edu.my/id/eprint/26737/1/Tuberculosis%20detection%20using%20deep%20learning%20and%20contrastenhanced%20canny%20edge%20detected%20X-Ray%20images1.pdf; https://eprints.ums.edu.my/id/eprint/26737/2/Tuberculosis%20detection%20using%20deep%20learning%20and%20contrastenhanced%20canny%20edge%20detected%20X-Ray%20images.pdf; https://eprints.ums.edu.my/id/eprint/26737/; http://doi.org/10.11591/ijai.v9.i4.pp713-720

Tuberculosis (TB) is a disease that causes death if not treated early. Ensemble deep learning can aid early TB detection. Previous work trained the ensemble classifiers on images with similar features only. An ensemble requires a diversity of errors to perform well, which is achieved using either di...