Chest radiographs are the most common exam in radiology. They are essential for the
management of various diseases associated with high mortality and morbidity and display a …

Respiratory tract infections are a leading cause of death and disability worldwide. Although
radiology serves as a primary diagnostic method for assessing respiratory tract infections …

Purpose: High-resolution chest computed tomography (HRCT) is essential in the
characterization of interstitial lung disease. The HRCT features of some diseases can be …

Tuberculosis (TB) is a common disease with high mortality and morbidity rates worldwide.
Automatic systems to detect TB on chest radiographs (CXRs) can improve the efficiency of …

Tuberculosis (TB) is a deadly infectious disease and the presence of cavities in the upper
lung zones is a strong indicator that the disease has developed into a highly infectious state …

The automatic recognition of cavity imaging signs in lung computed tomography (CT)
images is of great importance for early diagnosis and possible cure of lung tuberculosis and …

This study aims to develop a new computer-aided detection (CAD) scheme to detect early
interstitial lung disease (ILD) using low-dose computed tomography (CT) examinations. The …

Purpose: The small number of samples available for training and testing is often the limiting
factor in finding the most effective features and designing an optimal computer‐aided …

It is difficult for radiologists to classify pneumoconiosis from category 0 to category 3 on chest
radiographs. Therefore, we have developed a computer-aided diagnosis (CAD) system …

Accurate localization of abnormalities within X-ray images is of the utmost importance for
arriving at the correct diagnosis. Weakly supervised learning (WSL) aims to train deep …