Chest X-ray is the most commonly adopted non-invasive and painless diagnostic test for
pediatric pneumonia. However, the low radiation levels for diagnosis make accurate …

Pneumonia is an acute respiratory infection caused by bacteria, viruses, or fungi and has
become very common in children ranging from 1 to 5 years of age. Common symptoms of …

Pediatric pneumonia has drawn immense awareness due to the high mortality rates over
recent years. The acute respiratory infection caused by bacteria, viruses, or fungi infects the …

Objective: Pneumonia is a lung infection and causes the inflammation of the small air sacs
(Alveoli) in one or both lungs. Proper and faster diagnosis of pneumonia at an early stage is …

Literature survey shows that convolutional neural network (CNN)‐based pretrained models
have been successfully employed to diagnose and detect childhood pneumonia using chest …

Pneumonia is the leading cause of death in children worldwide. A fast and accurate
pneumonia diagnosis system can be helpful in saving a pediatric patient's life and ensuring …

Pneumonia is an inflammation of the lung parenchyma that is caused by a variety of
infectious microorganisms and non-infective agents. All age groups can be affected; …

Abstract Background and Objective Computer aided diagnosis systems based on deep
learning and medical imaging is increasingly becoming research hotspots. At the moment …

Pneumonitis is an infectious disease that causes the inflammation of the air sac. It can be life‐
threatening to the very young and elderly. Detection of pneumonitis from X‐ray images is a …

Pneumonia is a fatal disease that appears in the lungs and is caused by viral or bacterial
infection. Diagnosis of pneumonia in chest X-ray images can be difficult and error-prone …