Real-time intestinal tract cleanliness scoring system and method based on artificial intelligence

A bowel cleansing and artificial intelligence technology, applied in the field of medical technology assistance, can solve problems such as bowel cleanliness scoring, and achieve the effect of reducing workload and scoring errors, improving cleaning quality, and reducing erroneous evaluations

Inactive Publication Date: 2020-03-27
WUHAN ENDOANGEL MEDICAL TECH CO LTD
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, no studies have used artificial intelligence techniques to score bowel cleanliness

Method used

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  • Real-time intestinal tract cleanliness scoring system and method based on artificial intelligence
  • Real-time intestinal tract cleanliness scoring system and method based on artificial intelligence

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Embodiment Construction

[0024] The technical solutions of the present invention will be further described below in conjunction with the accompanying drawings and embodiments.

[0025] Such as figure 1 Shown, an artificial intelligence-based real-time intestinal cleansing scoring system, including:

[0026] The client is used to monitor and upload the images collected by the current colonoscopy equipment and the operation time through the network, and receive and display the scoring results in real time;

[0027] On the server side, according to the colonoscopy image collected from the client, according to the Boston Bowel Preparation Scale (BBPS), by analyzing the amount of solid feces and liquid properties in the intestine, the intestinal cleanliness in the colonoscopy video is evaluated. Real-time scoring and feedback to the client;

[0028] The server includes a typical picture library, a convolutional neural network module, and a scoring system; wherein,

[0029] The typical image library is u...

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Abstract

The invention discloses a real-time intestinal tract cleanliness scoring system and method based on artificial intelligence. By adopting the system and method, bowel preparation quality examined by aclinical colonoscope is monitored in real time, and scoring display is carried out at a client; and the constituent ratio of each score and the cleanliness of an examined intestinal segment within each 30 s are represented. On one hand, the bowel preparation quality condition of a patient operated by a physician can be more objectively and directly expressed in a quantitative manner, and the workload and scoring errors of endoscopic physicians are reduced, so that the error evaluation of endoscopic examination quality is reduced and the interval of reexamination of colonoscope examination isrecommended; on the other hand, medical institutions can more objectively and directly know about the bowel preparation quality, so that the quality control work can be done effectively, the intestinal tract cleaning quality is rapidly improved, the adenoma detection rate is reduced, and early detection and early treatment of precancerous lesions of intestinal tracts are realized; and more importantly, the development of the system facilitates scientific inquiry for subsequent influences on bowel preparation schemes by different intestinal tract preparations.

Description

technical field [0001] The invention belongs to the field of medical technology assistance, and in particular relates to an artificial intelligence-based real-time intestinal cleanliness scoring system and method. Background technique [0002] Colonoscopy can both identify precancerous lesions and perform endoscopic resection of precancerous lesions. Therefore, colonoscopy has become the gold standard for screening and monitoring of colorectal tumors, and can reduce colon cancer mortality. Studies have reported that the identification and removal of adenomatous polyps is crucial to the success of colonoscopy. Adenoma detection rate (ADR) is widely used as an index to evaluate the quality of colonoscopy, and it is closely related to the occurrence and development of interval colorectal cancer. The quality of the bowel preparation determines the ability of the endoscopy to visualize the colonic mucosa and is an important factor in the detection of adenomas and the quality of...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): A61B1/31
CPCA61B1/00043A61B1/31
Inventor 于红刚刘斌胡珊周杰
Owner WUHAN ENDOANGEL MEDICAL TECH CO LTD
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