Method for intelligently identifying and recording alimentary canal tissues and foreign matters in endoscopic examination

Abstract

The invention discloses a method for intelligently identifying and recording alimentary canal tissues and foreign matters in endoscopic examination. Images detected by the gastrointestinal endoscopy are stored in a classified manner; a deep learning neural network model is established, image data stored in a classified mode are randomly divided into a training set and a test set for deep learningtraining, real-time enteroscope image information is obtained and subjected to vector gridding processing, then the real-time enteroscope image information is input into the deep learning neural network model for recognition, and the beneficial effects of being rapid, accurate and autonomous in learning are achieved.

Description

technical field [0001] The invention relates to the technical field of image recognition, in particular to a method for intelligently recognizing and recording digestive tract tissues and foreign bodies in endoscopy. Background technique [0002] The recognition of digestive tract tissues and foreign bodies under endoscopy is the basis of visual aided diagnosis of digestive endoscopy. Only by identifying the tissues and foreign bodies can the problems of these tissues and foreign bodies be analyzed and prompted. The traditional recognition of digestive tract tissues and foreign bodies is that doctors find foreign bodies or diseased tissues in the digestive tract through naked eye observation. Accurately discovering and describing digestive tract tissues and foreign bodies requires rich experience of doctors, and doctors record these contents through recall. If the number of checks If there are too many, it is easy to record confusion. In addition, there are no scientific mea...

AI Technical Summary

Problems solved by technology

The traditional recognition of digestive tract tissues and foreign bodies is that doctors find foreign bodies or diseased tissues in the digestive tract through naked eye observation. Accurately discovering and describing digestive tract tissues and foreign bodies requires rich experience of doctors, and doctors record these contents through recall. If the number of checks Too many, easy to record confusion, in addition, there are no scientific means and methods for the identification and recording of tissues or foreign bodies, which cannot provide support for follow-up research

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