A novel method for detection of tuberculosis in chest radiographs using artificial ecosystem-based optimisation of deep neural network features
Tuberculosis (TB) is is an infectious disease that generally attacks the lungs and causes
death for millions of people annually. Chest radiography and deep-learning-based image …
death for millions of people annually. Chest radiography and deep-learning-based image …
Tuberculosis chest X-ray detection using CNN-based hybrid segmentation and classification approach
Tuberculosis still significantly impacts the world's population, with more than 10 million
people getting sick each year. Researchers have focused on developing computer-aided …
people getting sick each year. Researchers have focused on developing computer-aided …
Deep pre-trained networks as a feature extractor with XGBoost to detect tuberculosis from chest X-ray
M Rahman, Y Cao, X Sun, B Li, Y Hao - Computers & Electrical Engineering, 2021 - Elsevier
Pulmonary Tuberculosis is a plague caused by Mycobacterium tuberculosis or Tubercle
bacillus, which kills 1.8 million people worldwide. Tuberculosis is among the top 10 deadly …
bacillus, which kills 1.8 million people worldwide. Tuberculosis is among the top 10 deadly …
Deep learning algorithms with demographic information help to detect tuberculosis in chest radiographs in annual workers' health examination data
We aimed to use deep learning to detect tuberculosis in chest radiographs in annual
workers' health examination data and compare the performances of convolutional neural …
workers' health examination data and compare the performances of convolutional neural …
Utilizing pretrained deep learning models for automated pulmonary tuberculosis detection using chest radiography
Tuberculosis (TB) is determined as a major health threat resulting in approximately 1.8
million people died in 2015 in most of the low and middle income countries. Many of those …
million people died in 2015 in most of the low and middle income countries. Many of those …
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 …
of the top 10 leading causes of death. Accurate and early detection of TB is very important …
A voting-based ensemble deep learning method focusing on image augmentation and preprocessing variations for tuberculosis detection
E Tasci, C Uluturk, A Ugur - Neural Computing and Applications, 2021 - Springer
Tuberculosis (TB) is known as a potentially dangerous and infectious disease that affects
mostly lungs worldwide. The detection and treatment of TB at an early stage are critical for …
mostly lungs worldwide. The detection and treatment of TB at an early stage are critical for …
An efficient deep learning-based framework for tuberculosis detection using chest X-ray images
Early diagnosis of tuberculosis (TB) is an essential and challenging task to prevent disease,
decrease mortality risk, and stop transmission to other people. The chest X-ray (CXR) is the …
decrease mortality risk, and stop transmission to other people. The chest X-ray (CXR) is the …
Deep and hybrid learning technique for early detection of tuberculosis based on X-ray images using feature fusion
Tuberculosis (TB) is a fatal disease in developing countries, with the infection spreading
through direct contact or the air. Despite its seriousness, the early detection of tuberculosis …
through direct contact or the air. Despite its seriousness, the early detection of tuberculosis …
An improved densenet deep neural network model for tuberculosis detection using chest x-ray images
Tuberculosis (TB) is a highly contagious and life-threatening infectious disease that affects
millions of people worldwide. Early diagnosis of TB is essential for prompt treatment and …
millions of people worldwide. Early diagnosis of TB is essential for prompt treatment and …