System and a method for identifying pancreatic duct and pancreatic structure under an ultrasonic endoscope

Abstract

The invention discloses a system and a method for identifying pancreatic duct and pancreatic structure under an ultrasonic endoscope. The system comprises a client, a server and a database, The clientis used for uploading the ultrasonic endoscope image acquired by the ultrasonic endoscope equipment to the server, and receiving and displaying an analysis result fed back by the server; the server judges the structure of the part corresponding to the image in real time according to the ultrasonic endoscope image collected from the client, and feeds back an analysis result to the client; and thedatabase is used for storing the images acquired by the ultrasonic endoscope equipment and the analysis result fed back by the server. According to the invention, the image quality is identified in real time for the collected ultrasonic endoscope image; the method has the advantages that the structure of the part is identified, the normal simulation image is fed back and displayed in real time onthe client, more reliable reference basis is provided for an operator, the detection accuracy and effectiveness are improved, the method is simple and easy to use, and the condition that wrong diagnosis is conducted on the illness condition due to incomplete image interpretation and even mistakes is avoided.

Description

technical field [0001] The invention belongs to the technical field of image recognition, and relates to a system and method for identifying pancreaticobiliary and pancreatic structures, and in particular to a system and method for identifying pancreaticobiliary and pancreatic structures under ultrasound endoscopy based on deep learning. Background technique [0002] Endoscopic ultrasonography has a good application in the pancreaticobiliary system. It can scan close to the stomach wall or duodenal wall, separated from the pancreas and biliary tract by only one wall, and can clearly display the entire length of the pancreatic tissue, the full length of the bile duct and the gallbladder. . It has an irreplaceable role in finding small tumors of the pancreas, tumors at the end of the bile duct or tumors of the duodenal papilla. Endoscopic ultrasonography is more reliable in diagnosing pancreatic and biliary tract tumors infiltrating large blood vessels or surrounding importan...

AI Technical Summary

Problems solved by technology

[0003] However, on the one hand, the doctor’s ability to interpret the features of endoscopic ultrasound images is limited by the image effect and subjective factors collected by the equipment, and it is difficult for doctors to guarantee the accuracy of image interpretation; on the other hand, the bile duct, pancreatic duct, and pancreas Positioning is time-consuming and labor-intensive, and doctors may be hesitant to judge the location and consume a lot of time

The above reasons often lead to difficult, incomplete or even wrong interpretation of endoscopic ultrasonographic images.

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