Reliable Tuberculosis Detection Using Chest X-Ray With Deep Learning, Segmentation and Visualization

Reliable Tuberculosis Detection Using Chest X-Ray With Deep Learning, Segmentation and Visualization

Tuberculosis (TB) is a chronic lung disease that occurs due to bacterial infection and is one of the top 10 leading causes of death. Accurate and early detection of TB is very important, otherwise, it could be life-threatening. In this work, we have detected TB reliably from the chest X-ray images u...

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Bibliographic Details
Main Authors: Tawsifur Rahman, Amith Khandakar, Muhammad Abdul Kadir, Khandaker Rejaul Islam, Khandakar F. Islam, Rashid Mazhar, Tahir Hamid, Mohammad Tariqul Islam, Saad Kashem, Zaid Bin Mahbub, Mohamed Arselene Ayari, Muhammad E. H. Chowdhury
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Tuberculosis detection
TB screening
deep learning
transfer learning
lungs segmentation
image processing
Online Access:https://ieeexplore.ieee.org/document/9224622/
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