… (AI) pneumothorax (PTX) detection in chest radiographs (CXRs) do not sufficiently consider
the influence of PTX size and confounding effects caused by thoracic tubes (TTs). Therefore, …

… (AI) pneumothorax (PTX) detection in chest radiographs (CXR) is limited by the noisy
annotation quality of public training data and confounding thoracic tubes (TT). We hypothesize that …

… of 0.99 for detecting the presence of ETT at chest radiography (16,… to determine whether a
different approach using deep learning … tubes, be used to flag reading worklists, and expedite …

… In recent years, CNN-based techniques have been recognized as state-of-the-art on various
medical imaging tasks related to chest radiograph analysis, including pneumonia detection […

… Model performance was not different when a chest tube was present or absent on the
radiographs (AUC, 0.95 [95% CI: 0.92, 0.97] vs AUC, 0.94 [95% CI: 0.92, 0.05]; P > .99). …

… 44 and lead to failure to detect high-risk pathologies. The archetypal example is that of
detecting pneumothoraces without chest drains. As chest drains are visually obvious and inserted …

… detection on chest radiographs was implemented in an institution in February 2020. This
retrospective cohort study consecutively included chest radiographs … the radiograph reader and …

… However, radiographs with a thoracic drain showed a … to expert radiologists for the
detection of different medical … for the detection of central venous catheters, thoracic drains, …

… Malposition of a nasogastric tube (NGT) can lead to severe complications. We aimed to …
detection (CAD) system to localize NGTs and detect NGT malposition on portable chest X-rays (…

… d Follow-up CXR post TEVAR with stent placement (arrows) and chest tube drainage of the
… 98.5% in detecting rib fractures, respectively [49]. Chest radiographs can detect multilevel …