Classification of chest diseases from x-ray on chexpert dataset

• 主要作者: Saleem, Hasan Nabeel
• 格式: Thesis
• 语言: English
• 出版: 2020
• 主题: TK Electrical engineering. Electronics Nuclear engineering
• 在线阅读: http://eprints.utm.my/id/eprint/93056/1/HasanNabeelsaleemMSKE2020.pdf; http://eprints.utm.my/id/eprint/93056/; http://dms.library.utm.my:8080/vital/access/manager/Repository/vital:135946

This work proposes a method to classify tuberculosis (TB) disease in a chest radiograph using convolutional neural network algorithms (CNN). The main contribution of this work is to detect and classify ‘TB’ disease in addition to other 5 different diseases. This is achieved by using a transfer learn...