Pancreas ultrasonic endoscopy navigation method and system based on artificial intelligence

A technology of artificial intelligence and navigation method, which is applied in the field of medical technology assistance, can solve the problem of assistant training of ultrasound endoscope doctors without artificial intelligence, and achieve the effects of ensuring full coverage of the pancreas, improving the training system, and improving quality

Active Publication Date: 2020-07-14
WUHAN UNIV
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  • Abstract
  • Description
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  • Application Information

AI Technical Summary

Problems solved by technology

[0004] In recent years, the progress of science and technology has promoted the rapid development of artificial intelligence. However, there

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  • Pancreas ultrasonic endoscopy navigation method and system based on artificial intelligence
  • Pancreas ultrasonic endoscopy navigation method and system based on artificial intelligence
  • Pancreas ultrasonic endoscopy navigation method and system based on artificial intelligence

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Embodiment Construction

[0030] In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

[0031] Such as figure 1 As shown, the artificial intelligence-based pancreatic endoscopic ultrasound navigation method of the embodiment of the present invention includes the following steps:

[0032] S1. Obtaining ultrasound endoscopic images of the pancreas;

[0033] S2. Screen qualified pancreatic endoscopic ultrasound images;

[0034] S3. Use the pre-trained artificial intelligence network classification model to identify the site for the qualified images screened out;

[0035] S4. Pre-generate a guide line containing all sites, and display the site and the operation instruction picture of t...

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Abstract

The invention provides a pancreas ultrasonic endoscopy navigation method based on artificial intelligence. The pancreas ultrasonic endoscopy navigation method comprises the following steps: acquiringa pancreas ultrasonic endoscopy image; screening qualified pancreatic ultrasonic endoscopic images; performing site identification on the screened qualified images by using a pre-trained artificial intelligence network classification model; generating a guide line containing all stations in advance, displaying the stations and operation instructions of the corresponding stations on the guide lineaccording to the identified stations, and prompting the next endoscope operation, wherein the operation instructions are preset station operation instructions in one-to-one correspondence with different stations, and the guide line specifically comprises a gastral cavity line, a gastral cavity line, a duodenum ball line and a duodenum descending line. Endoscope doctors, especially beginners, can be well helped to ensure pancreas full coverage during pancreas ultrasonic endoscopy, a training system is perfected, and the training quality is improved.

Description

technical field [0001] The invention belongs to the field of medical technology assistance, in particular to an artificial intelligence-based pancreatic ultrasound endoscopic navigation method and system. Background technique [0002] Since endoscopic ultrasonography is a technique that requires both endoscopic manipulation and image interpretation capabilities, it is considered one of the most technically challenging and complex endoscopic procedures for experienced specialists or inexperienced novices . [0003] As healthcare delivery evolves, patient complexity and productivity requirements increase. In clinical settings, there is increasing pressure to ensure effective training of endoscopists. Due to the complexity of endoscopic ultrasonography, studies have shown that at least 12 months of training is required to accurately master the technique. However, in clinical practice, the quality and speed of ultrasound training are often unsatisfactory due to the lack of ex...

Claims

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Application Information

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IPC IPC(8): G09B23/28
CPCG09B23/285
Inventor 于红刚陈弟陈鼎元卢晓燕黄丽张军安萍
Owner WUHAN UNIV
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