Background Although there has been a large amount of research focusing on medical
image classification, few studies have focused specifically on the portable chest X-ray. To …

Atelectasis is the loss of volume caused by decreasing gas in a specific area of the lung. It
occurs when the lung sacs (alveoli) do not fully inflate, resulting in a lack of oxygen to the …

Purpose: Portable chest radiographs are diagnostically indispensable in intensive care units
(ICU). This study aimed to determine if the proposed machine learning technique increased …

Objectives Validation of deep learning models should separately consider bedside chest
radiographs (CXRs) as they are the most challenging to interpret, while at the same time the …

Hollow organ perforation can precipitate a life-threatening emergency due to peritonitis
followed by fulminant sepsis and fatal circulatory collapse. Pneumoperitoneum is typically …

Pneumonia and pulmonary edema are the most common causes of acute respiratory failure
in emergency and intensive care. Airway maintenance and heart function preservation are …

Since chest illnesses are so frequent these days, it is critical to identify and diagnose them
effectively. As such, this study proposes a model designed to accurately predict chest …

Computed tomography (CT) scans, or radiographic images, were used to aid in the early
diagnosis of patients and detect normal and abnormal lung function in the human chest …

Background Chest radiograph interpretation is critical for the detection of thoracic diseases,
including tuberculosis and lung cancer, which affect millions of people worldwide each year …

Chest X-rays (CXRs) are among the most commonly used medical image modalities. They
are mostly used for screening, and an indication of disease typically results in subsequent …