A systematic review of deep learning techniques for tuberculosis detection from chest radiograph

M Oloko-Oba, S Viriri - Frontiers in medicine, 2022 - frontiersin.org
… ) system to detect TB automatically. There are several ways of screening for TB, but Chest
X-Ray (CXR) is more prominent and recommended due to its high sensitivity in detecting lung …

Deep-learning: A potential method for tuberculosis detection using chest radiography

R Hooda, S Sofat, S Kaur, A Mittal… - … conference on signal …, 2017 - ieeexplore.ieee.org
… Abstract—Tuberculosis (TB) is a major health threat in the … diagnosis (CAD) system for TB
detection can help in early diagnosis … a potential method for tuberculosis detection using deep-…

Diagnostic accuracy of chest radiography for the diagnosis of tuberculosis (TB) and its role in the detection of latent TB infection: a systematic review

R Piccazzo, F Paparo, G Garlaschi - The Journal of Rheumatology …, 2014 - jrheum.org
… of chest radiography (CXR) in the diagnostic flow chart for tuberculosis (TB) infection, focusing
on latent TB … a group at risk of TB reactivation and, in such patients, detection of LTBI is of …

Automatic tuberculosis screening using chest radiographs

S Jaeger, A Karargyris, S Candemir… - IEEE transactions on …, 2013 - ieeexplore.ieee.org
… approach for detecting tuberculosis in conventional posteroanterior chest radiographs. We
first … on two datasets: a set collected by the tuberculosis control program of our local county’s …

Detection of pulmonary tuberculosis in patients with a normal chest radiograph

DD Marciniuk, BD Mc Nab, WT Martin, VH Hoeppner - Chest, 1999 - Elsevier
… -positive pulmonary TB with a normal chest radiograph was < 1% in … The diagnosis of
tuberculosis (TB) can often be elusive … pulmonary TB in the presence of a normal chest radiograph

Tuberculosis detection from chest radiographs: a comprehensive survey on computer-aided diagnosis techniques

R Hooda, A Mittal, S Sofat - Current Medical Imaging, 2018 - ingentaconnect.com
… Various CADx systems [25-27] use CP angle to detect pleural effusion in chest radiographs.
• … Thus, to develop a chest radiograph CADx system for TB, it is important to detect a …

Fusion of local and global detection systems to detect tuberculosis in chest radiographs

L Hogeweg, C Mol, PA de Jong, R Dawson… - … Image Computing and …, 2010 - Springer
detect tuberculosis in digital chest radiographs. The combination of a lung field, clavicle,
textural abnormality and shape abnormality detection system improved detection performance. …

Deep learning at chest radiography: automated classification of pulmonary tuberculosis by using convolutional neural networks

P Lakhani, B Sundaram - Radiology, 2017 - pubs.rsna.org
… nations and facilitate earlier detection of disease. Therefore, … diagnosis for detection of
pulmonary TB at chest radiography, … efficacy of DCNN for detection of TB on chest radiographs. …

Tuberculosis detection in chest radiograph using convolutional neural network architecture and explainable artificial intelligence

SI Nafisah, G Muhammad - Neural Computing and Applications, 2024 - Springer
… for TB detection in a patient's radiography. We propose an automatic TB detection system
for … Figure 5 shows a block diagram of the proposed TB detection system. Each block in the …

A novel stacked model ensemble for improved TB detection in chest radiographs

S Rajaraman, S Cemir, Z Xue, P Alderson… - Medical …, 2019 - taylorfrancis.com
… In the third proposal, we use four different pre-trained CNN models to extract features
from the chest radiographs, and an SVM classifier is trained on these features to detect TB