Classification of chest diseases from x-ray images on the chexpert dataset

• Main Authors: Saleem, H. N., Sheikh, U. U., Khalid, S. A.
• Format: Conference or Workshop Item
• Published: 2021
• Subjects: TK Electrical engineering. Electronics Nuclear engineering
• Online Access: http://eprints.utm.my/id/eprint/95141/; http://dx.doi.org/10.1007/978-981-16-0749-3_64
• Institution: Universiti Teknologi Malaysia

This work proposes a method to classify tuberculosis (TB) disease in a chest radiograph using convolutional neural network (CNN) algorithms. The main contribution of this work is to detect and classify TB disease in addition to the other five different diseases. This is achieved by using a transfer...