Abstract: Pneumothorax, the abnormal presence of air in the pleural cavity leading to lung collapse, requires rapid and reliable diagnosis. Manual interpretation of chest radiographs can be ...

AI-PREFILLED structured reporting (AI-SR) improves diagnostic accuracy in bedside chest radiograph reporting, a 2026 prospective study has found. Compared with free-text reporting, structured ...

Pneumonia is a principal cause of mortality worldwide, and chest radiography is a primary tool for its diagnosis. However, deep learning techniques for pneumonia detection in chest X-rays often ...