Community-acquired pneumonia (CAP) is a type of pneumonia acquired outside the
hospital. To recognize CAP more efficiently and more precisely, we propose a novel method …

Community-acquired pneumonia (CAP) is considered a sort of pneumonia developed
outside hospitals and clinics. To diagnose community-acquired pneumonia (CAP) more …

Pneumonia is a common infectious disease. Currently, the most common method of
pneumonia identification is manual diagnosis by professional doctors, but the accuracy and …

Pneumonia is a seasonal infectious lung tissue inflammatory disease. According to the
World Health Organization (WHO), early diagnosis of the disease reduces the risk of its …

Pneumonia is a disease that can be detected by the opacity changes in chest X-rays and
can lead to fatal consequences. Medical image analysis has several challenges, such as …

“Pneumonia is a type of acute respiratory infection caused by microbes, and viruses that
affect the lungs. Pneumonia is the leading cause of infant mortality in the world, accounting …

Pneumonia represents a life‐endangering and deadly disease that results from a viral or
bacterial infection in the human lungs. The earlier pneumonia's diagnosing is an essential …

Objective: To assess the performance of a novel deep learning (DL)-based artificial
intelligence (AI) system in classifying computed tomography (CT) scans of pneumonia …

Background: The ability to assess adverse outcomes in patients with community-acquired
pneumonia (CAP) could improve clinical decision-making to enhance clinical practice, but …

The objective and automated detection of pneumonia represents a serious challenge in
medical imaging, because the signs of the illness are not obvious in CT or X-ray scans …