Advances in deep learning for tuberculosis screening using chest X-rays: the last 5 years review
There has been an explosive growth in research over the last decade exploring machine
learning techniques for analyzing chest X-ray (CXR) images for screening cardiopulmonary …
learning techniques for analyzing chest X-ray (CXR) images for screening cardiopulmonary …
TB-Net: a tailored, self-attention deep convolutional neural network design for detection of tuberculosis cases from chest X-ray images
Tuberculosis (TB) remains a global health problem, and is the leading cause of death from
an infectious disease. A crucial step in the treatment of tuberculosis is screening high risk …
an infectious disease. A crucial step in the treatment of tuberculosis is screening high risk …
Ensemble technique coupled with deep transfer learning framework for automatic detection of tuberculosis from chest x-ray radiographs
E Kotei, R Thirunavukarasu - Healthcare, 2022 - mdpi.com
Tuberculosis (TB) is an infectious disease affecting humans' lungs and is currently ranked
the 13th leading cause of death globally. Due to advancements in technology and the …
the 13th leading cause of death globally. Due to advancements in technology and the …
[HTML][HTML] Machine and deep learning for tuberculosis detection on chest x-rays: systematic literature review
Background Tuberculosis (TB) was the leading infectious cause of mortality globally prior to
COVID-19 and chest radiography has an important role in the detection, and subsequent …
COVID-19 and chest radiography has an important role in the detection, and subsequent …
Deep learning methods for screening pulmonary tuberculosis using chest X-rays
C Dasanayaka, MB Dissanayake - Computer Methods in …, 2021 - Taylor & Francis
Tuberculosis (TB) is a contagious bacterial airborne disease, and is one of the top 10
causes of death worldwide. According to the World Health Organisation, around 1.8 billion …
causes of death worldwide. According to the World Health Organisation, around 1.8 billion …
A systematic review of deep learning techniques for tuberculosis detection from chest radiograph
M Oloko-Oba, S Viriri - Frontiers in medicine, 2022 - frontiersin.org
The high mortality rate in Tuberculosis (TB) burden regions has increased significantly in the
last decades. Despite the possibility of treatment for TB, high burden regions still suffer …
last decades. Despite the possibility of treatment for TB, high burden regions still suffer …
A novel approach for tuberculosis screening based on deep convolutional neural networks
Tuberculosis (TB) is one of the major global health threats especially in developing
countries. Although newly diagnosed TB patients can be recovered with high cure rate …
countries. Although newly diagnosed TB patients can be recovered with high cure rate …
Deep learning at chest radiography: automated classification of pulmonary tuberculosis by using convolutional neural networks
P Lakhani, B Sundaram - Radiology, 2017 - pubs.rsna.org
Purpose To evaluate the efficacy of deep convolutional neural networks (DCNNs) for
detecting tuberculosis (TB) on chest radiographs. Materials and Methods Four deidentified …
detecting tuberculosis (TB) on chest radiographs. Materials and Methods Four deidentified …
Tuberculosis diagnostics and localization in chest X-rays via deep learning models
For decades, tuberculosis (TB), a potentially serious infectious lung disease, continues to be
a leading cause of worldwide death. Proven to be conveniently efficient and cost-effective …
a leading cause of worldwide death. Proven to be conveniently efficient and cost-effective …
A comprehensive review on advancement in deep learning techniques for automatic detection of tuberculosis from chest X-ray images
E Kotei, R Thirunavukarasu - Archives of Computational Methods in …, 2024 - Springer
Tuberculosis is an infectious disease caused by a widely spread microbe called
Mycobacterium tuberculosis (MTB). Tuberculosis (TB) detection with chest x-ray images is …
Mycobacterium tuberculosis (MTB). Tuberculosis (TB) detection with chest x-ray images is …
相关搜索
- tuberculosis screening deep learning
- chest radiography deep learning
- chest radiography pulmonary tuberculosis
- automated classification deep learning
- tertiary hospital deep learning
- pulmonary tuberculosis deep learning
- tuberculosis detection deep learning
- tuberculosis detection chest radiograph
- radiography reading deep learning