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Data interpretation method, device and equipment based on image recognition and storage medium

An image recognition and data technology, applied in image data processing, image enhancement, image analysis, etc., can solve the problems of low efficiency of medical examination reports and achieve the effect of improving interpretation efficiency

Pending Publication Date: 2021-11-12
深圳平安医疗健康科技服务有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] The main purpose of the present invention is to solve the problem of inefficiency when interpreting medical examination reports with different content in the prior art

Method used

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  • Data interpretation method, device and equipment based on image recognition and storage medium
  • Data interpretation method, device and equipment based on image recognition and storage medium
  • Data interpretation method, device and equipment based on image recognition and storage medium

Examples

Experimental program
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no. 2 example

[0056] see figure 2 , the second embodiment of the data interpretation method based on image recognition in the embodiment of the present invention includes:

[0057] 201. Receive the data interpretation request, and extract the picture of the medical examination report included in the data interpretation request;

[0058] 202. Call the preset content positioning model to identify the text position of the medical examination result in the medical examination report picture;

[0059] 203. Cutting the picture of the medical examination report according to the text position to obtain a set of cut images;

[0060] 204. Invoke the preset optical character recognition model to perform text recognition on the cropped image block, and obtain the text content in the cropped image block;

[0061] The content in steps 201 to 204 in this embodiment is basically the same as the content in steps 101 to 104 in the previous embodiment, so details are not repeated here.

[0062] 205. Invoke ...

no. 3 example

[0077] see image 3 , the third embodiment of the image recognition-based data interpretation method of the embodiment of the present invention includes:

[0078] 301. Receive the data interpretation request, and extract the PDF format file of the medical examination report included in the data interpretation request;

[0079] 302. Analyze the PDF format file to obtain the binary file of the medical examination report;

[0080] 303. Convert the binary file into a picture format file through a preset conversion tool;

[0081] The server in this embodiment first receives the report interpretation request from the user, wherein the report interpretation request includes the medical examination report file to be interpreted, and after receiving the report interpretation request, extracts the medical examination report included in the report interpretation request file, and convert the obtained medical report file into a picture format file. In this embodiment, the extracted medi...

no. 4 example

[0108] see Figure 4 , the fourth embodiment of the data interpretation method based on image recognition in the embodiment of the present invention includes:

[0109] 401. Receive the data interpretation request, and extract the PDF format file of the medical examination report included in the data interpretation request;

[0110] 402. Analyzing the PDF format file to obtain the binary file of the medical examination report;

[0111] 403. Convert the binary file into a picture format file through a preset conversion tool;

[0112] 404. Calling the preset direction adjustment tool to identify the direction of the picture format file, obtain the actual direction angle of the picture, rotate the picture format file according to the actual direction angle, and obtain the first adjusted picture file with a unified direction angle;

[0113] 405. Detect whether the first image file has stretch deformation;

[0114] 406. If there is, call the preset perspective adjustment tool to ...

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Abstract

The invention relates to the field of artificial intelligence, discloses a data interpretation method, device and equipment based on image recognition and a storage medium, and is used for solving the problem of low efficiency in interpreting physical examination reports with different format contents in the prior art. The method comprises the following steps: receiving and extracting a physical examination report picture in a data interpretation request; recognizing a text position of a physical examination result in the physical examination report picture, and cutting the physical examination report picture to obtain a cut image set; performing text recognition on cut image blocks in the cut image set to obtain text content; determining an examination category and an examination result contained in the cut image blocks, and obtaining a corresponding standard index range; judging whether the examination result is in the standard index range or not; if not, marking the examination result and the examination category as an abnormal examination result and an abnormal examination category; and retrieving medical information in a medical knowledge graph, and outputting a data interpretation result. In addition, the invention also relates to a block chain technology, and related information of the physical examination report can be stored in a block chain.

Description

technical field [0001] The present invention relates to the field of artificial intelligence, in particular to a data interpretation method, device, equipment and storage medium based on image recognition. Background technique [0002] With the development of social economy, the improvement of people's living standards and the continuous improvement of the basic medical security system for urban and rural residents, people's demand for medical services, especially for health management such as physical examination, is increasing day by day. In order to meet the physical examination needs of different groups of people in the society, the hospital has continuously improved the physical examination operation process of medical staff during the reform and development, provided a humanized physical examination management method, and added various functions such as supporting disease auxiliary diagnosis, health management, and remote consultation. [0003] In the existing technolo...

Claims

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Application Information

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IPC IPC(8): G06K9/20G06K9/34G06T7/00G06T7/10G06F16/36G06F40/295G06N3/04G06N3/08
CPCG06T7/0012G06T7/10G06F40/295G06F16/367G06N3/08G06T2207/20132G06N3/045
Inventor 张俊杰
Owner 深圳平安医疗健康科技服务有限公司
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