Optimizing chest tuberculosis image classification with oversampling and transfer learning

Abstract Tuberculosis (TB) is an extremely contagious illness caused by Mycobacterium tuberculosis. Chest tuberculosis classification is conducted based on a deep convolutional neural network architecture. In this research, a pre‐trained network is utilized to demonstrate the advantage of using the...

Full description

Bibliographic Details

Published in:	IET Image Processing
Main Authors:	Ali Alqahtani, Qasem Abu Al‐Haija, Abdulaziz A. Alsulami, Badraddin Alturki, Nayef Alqahtani, Raed Alsini
Format:	Article
Language:	English
Published:	Wiley 2024-04-01
Subjects:	convolutional neural nets data analysis decision making medical image processing
Online Access:	https://doi.org/10.1049/ipr2.13010