Automatic pneumothorax detection in ultrasound

We developed a patented machine learning approach for automatically detecting pneumothorax in ultrasound. The method first identifies the pleural interface, then analyzes pleural sliding patterns to distinguish normal from abnormal motion that may indicate a pneumothorax.