ULTRASONIC BRONCHOSCOPY ANALYSIS METHOD AND APPARATUS

摘要

The present invention relates to a method and apparatus for analyzing an ultrasound bronchoscopy, and a plurality of image frames from an ultrasound bronchoscopy apparatus that inserts an ultrasound-coupled endoscopic probe into a bronchus for examination, and collects tissues of the bronchus using a collection needle. Receiving an examination image comprising: separating an examination image into an endoscopic image and an ultrasound image for each of a plurality of image frames; and determining the position of a lymph node from the endoscopic image using a pre-trained first neural network model , determining at least any one of the number, left-right direction, metastasis, and tissue collection from the ultrasound image from the ultrasound image using the second neural network model learned in advance, and displaying and recording the determination result on the screen include