Ultrasonic endoscope image recognition method and device for pancreatic diseases and storage medium

• Main Authors: REN YANHAO, HE XIANGYI, LU WENLIAN, XU WANQIAN, ZOU DUOWU
• Format: Patent
• Language: Chinese; English
• Published: 14.10.2022
• Subjects: CALCULATING; COMPUTING; COUNTING; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; PHYSICS

The invention relates to an ultrasonic endoscope image recognition method and device for pancreatic diseases and a storage medium, and the method specifically comprises the steps: 1) scanning a patient through ultrasonic endoscope equipment, capturing a plurality of key frames, and correspondingly obtaining a plurality of to-be-recognized case images; 2) inputting a plurality of to-be-identified case images into the trained pancreatic cancer property classification network to obtain a plurality of first identification results, the results including normal and pancreatic cancer property types; 3) taking one of the plurality of first identification results with the largest type number as a second identification result; and 4) judging whether the second identification result is normal, if so, ending, and otherwise, inputting one to-be-identified case image into the trained pancreatic cancer semantic segmentation network to obtain a focus area. Compared with the prior art, the method has the advantages of high ef