![]() 3, 4 However, it has not been applied to detect specific anatomical structures or organs during surgery. This framework has been previously applied to detect bone fractures and tumors in radiography. 2 “Object detection” is a computer algorithm for locating and recognizing specific objects in images or videos. Redmon developed a real-time object detection framework using deep learning methods. Detecting a spot that requires extra treatment to prevent or treat air leaks could reduce medical costs, patients' burden of prolonged air leak-related complications, and hospital stay.Īmong recent advances in computer vision studies, J. However, in these days of minimally invasive surgeries, such as video-assisted thoracoscopic surgery and robot-assisted thoracoscopic surgery (RATS), the problems of poor visibility due to the inflated lung itself and damage of nonphysiologic positive pressure ventilation to the lung parenchyma during the conventional leak test have been recognized. 1 To find the leak point, a leak test is performed by immersing the thoracic cavity in water and observing air leakage from the lung surface before closing the wound. Prolonged air leak is the most common complication of pulmonary resection and one of the factors that prolong hospital stay. ![]() ![]() ![]() Although the current version is in a preliminary phase and works with a limited training data set, we still obtained good sensitivity and specificity. We retrospectively assessed the usefulness of this software. We developed novel deep learning-based air leak detection software to automatically estimate potential leak sites from intraoperative images. ![]()
0 Comments
Leave a Reply. |
AuthorWrite something about yourself. No need to be fancy, just an overview. ArchivesCategories |