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

<p>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...

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Bibliographic Details
Main Author: Tawsifur Rahman (14150523) (author)
Other Authors: Amith Khandakar (14151981) (author), Muhammad Abdul Kadir (16869963) (author), Khandaker Rejaul Islam (16869966) (author), Khandakar F. Islam (16869969) (author), Rashid Mazhar (14571265) (author), Tahir Hamid (16869921) (author), Mohammad Tariqul Islam (7854059) (author), Saad Kashem (16869972) (author), Zaid Bin Mahbub (16869975) (author), Mohamed Arselene Ayari (16869978) (author), Muhammad E. H. Chowdhury (14150526) (author)
Published: 2020
Subjects:
Biomedical and clinical sciences
Cardiovascular medicine and haematology
Clinical sciences
Engineering
Biomedical engineering
Information and computing sciences
Machine learning
X-ray imaging
Lung
Image segmentation
Deep learning
Diseases
Medical diagnostic imaging
Tuberculosis detection
TB screening
Transfer learning
Lungs segmentation
Image processing
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