Stochastic learning-based artificial neural network model for an automatic tuberculosis detection system using chest x-ray images

S Urooj, S Suchitra, L Krishnasamy, N Sharma… - IEEE …, 2022 - ieeexplore.ieee.org
Tuberculosis (TB) is still one of the most serious health issues today with a high fatality rate.
While attempts are being made to make primary diagnosis more reliable and accessible in
places with high tuberculosis rates, Chest X-rays has become a popular source. However,
specialist radiologists are required for the screening process, which could be a challenge in
developing countries. For early diagnosis of tuberculosis utilizing CXR images, a complete
automatic system of tuberculosis detection can decrease the need for trained staff. Various …

[PDF][PDF] Stochastic Learning-Based Artificial Neural Network Model for an Automatic Tuberculosis Detection System Using Chest X-Ray Images

NP Sharma, N PATHAK - researchgate.net
Tuberculosis (TB) is still one of the most serious health issues today with a high fatality rate.
While attempts are being made to make primary diagnosis more reliable and accessible in
places with high tuberculosis rates, Chest X-rays has become a popular source. However,
specialist radiologists are required for the screening process, which could be a challenge in
developing countries. For early diagnosis of tuberculosis utilizing CXR images, a complete
automatic system of tuberculosis detection can decrease the need for trained staff. Various …
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