Background Deep learning (DL), a subset of artificial intelligence (AI), has been applied to
pneumothorax diagnosis to aid physician diagnosis, but no meta-analysis has been …

Background: Pneumothorax is a common acute presentation in healthcare settings. A chest
radiograph (CXR) is often necessary to make the diagnosis, and minimizing the time …

Retinal optical coherence tomography (OCT) imaging is a mainstay in the clinical diagnosis
of several sight-threatening diseases. Due to the wide variability in shape and orientation of …

Convolutional Neural Networks (CNN) have been very useful for image-related applications
as a result of their high level of accuracy and their ability to analyze data in real time. Neural …

This research paper explores the use of data visualization techniques to analyze a dataset
related to pneumothorax, a medical condition characterized by air in the pleural cavity. The …

Millions of people worldwide are impacted by lung illnesses, which are a major cause of
morbidity and mortality. An accurate and timely diagnosis is essential for managing and …

Pneumothorax is a life-threatening and urgent chest disease than can be detected using
Chest X-Ray (CXR) image. CXR images are low resolution and diagnosis of pneumothorax …