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Method and system for automatically generating image structured report template

A structured report and automatic generation technology, applied in the field of image reports, can solve the problems of lack of image description and low degree of automation, and achieve the effect of improving the degree of retrieval automation

Pending Publication Date: 2022-04-22
XIEHE HOSPITAL ATTACHED TO TONGJI MEDICAL COLLEGE HUAZHONG SCI & TECH UNIV
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  • Application Information

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Problems solved by technology

[0005] The purpose of the present invention is to provide a method and system for automatically generating an image structured report template to solve the problem of the lack of image descriptions expressed in natural language in the structured reports generated in the prior art or the need for doctors to input image descriptions by themselves. low level technical issues

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  • Method and system for automatically generating image structured report template
  • Method and system for automatically generating image structured report template
  • Method and system for automatically generating image structured report template

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Embodiment Construction

[0069] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are only some, not all, embodiments of the present invention. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.

[0070] Such as figure 1 As shown, the present invention provides a method for automatically generating an image structured report template, comprising the following steps:

[0071] Step S1. Extract qualitative entities from the natural language described in the image description of the big data of the historical image report, and perform importance statistics on the qualitative entities to obtain the importance of the qualitative entities, and then select the ...

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Abstract

The invention discloses an image structured report template automatic generation method and system, and the method comprises the following steps: S1, extracting a qualitative entity from a natural language representing image description of historical image report big data, carrying out the importance statistics of the qualitative entity, and obtaining the importance degree of the qualitative entity, selecting a qualitative entity as a quantitative entity according to the importance degree; and S2, constructing a structured image data table template based on the quantitative entity, and constructing a structured image description language template based on the quantitative entity and the image data table template. According to the method, the structured report template is constructed on the basis of quantitatively described organ tissues obtained based on expert experience, so that quantitative description and qualitative description of the medical image are realized, and both standardized and structured expression are considered; structured representation of the medical image in a data form is beneficial to statistical management of a generated structured report, so that the retrieval automation degree is improved.

Description

technical field [0001] The invention relates to the technical field of image reports, in particular to a method and system for automatically generating an image structured report template. Background technique [0002] Compared with traditional reports, structured reports are structured and regulated in content. Traditional reports are mostly written according to doctors' personal habits, with complex logic and diverse words. management and utilization. It not only wastes a lot of valuable medical record information, but also easily leads to omissions and mistakes in report writing. When the era of big data and artificial intelligence comes, structured medical record information is the most basic data. Therefore, the popularization and application of structured reports is imminent. [0003] In the prior art, CN202110892281.6 discloses a method for designing a prostate MR cancer structured report, which includes the following steps: log in to the user interface and provide...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H15/00G16H30/20G06N3/04G06N3/08
CPCG16H15/00G16H30/20G06N3/08G06N3/044
Inventor 杨帆郑传胜范文亮聂壮喻杰张兰孙文刚金倩娜吴绯红陈乐庆杨金荣
Owner XIEHE HOSPITAL ATTACHED TO TONGJI MEDICAL COLLEGE HUAZHONG SCI & TECH UNIV
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