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Information backfilling method and device based on image recognition, equipment and medium

A technology for image recognition and recognition results, applied in character and pattern recognition, instruments, calculations, etc., can solve the problems of large volume of medical claims data, error-prone backfill efficiency, and low degree of intelligence, so as to improve the accuracy rate, The effect of reducing the amount of data processing and reducing workload

Pending Publication Date: 2021-10-22
深圳平安医疗健康科技服务有限公司
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Problems solved by technology

[0004] The main purpose of this application is to provide an image recognition-based information backfill method, device, equipment, and medium, aiming to solve the problem of heavy workload and low intelligence of the information backfill in the medical claims investigation system in the prior art. Problems that are prone to errors and low backfill efficiency when the volume of medical claims data is large

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  • Information backfilling method and device based on image recognition, equipment and medium
  • Information backfilling method and device based on image recognition, equipment and medium
  • Information backfilling method and device based on image recognition, equipment and medium

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[0037] In order to make the purpose, technical solution and advantages of the present application clearer, the present application 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 application, and are not intended to limit the present application.

[0038] refer to figure 1 , the embodiment of the present application provides a kind of information backfilling method based on image recognition in order to achieve the purpose of the above invention, the method includes:

[0039] S1. Enter the case pictures collected offline into the OCR model for OCR recognition, and obtain the OCR recognition results corresponding to each case; the OCR recognition includes text position detection and text recognition;

[0040] S2. Input the OCR recognition results corresponding to the respective cases into the BERT model for named ent...

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Abstract

The invention relates to the technical field of medical management, and discloses an information backfilling method and device based on image recognition, equipment and a medium, and the method comprises the steps: inputting a collected case picture into an OCR model for OCR recognition, and obtaining an OCR recognition result corresponding to each case; respectively inputting the OCR recognition results corresponding to the cases into a BERT model for named entity recognition, and after obtaining a preliminary named entity recognition result, carrying out text classification processing to obtain a final named entity recognition result; and automatically backfilling the final named entity recognition result into different tasks of the corresponding case to complete information backfilling. According to the invention, the deep learning algorithm model is adopted to assist in information backfilling, and the medical claim checking data is automatically recognized and then automatically backfilled into the system, so that the efficiency and accuracy of information backfilling are improved, the labor cost and time cost of manually inputting task information after manually browsing pictures are reduced, and the intelligent degree of information backfilling in the medical claim investigation process can be improved.

Description

technical field [0001] The present application relates to the technical fields of computer and medical management, in particular to an image recognition-based information backfilling method, device, equipment and medium. Background technique [0002] In the insurance industry, the commercial insurance claims investigation system is generally located at the end of the insurance industry chain. Its upstream mainly connects with various insurance companies, and its downstream mainly connects with crowdsourcing companies responsible for the investigation of claims. Since the investigation of claims is an important link in the process of claim verification, it is necessary to ensure the last pass of the claim verification work, which is also an important basis for insurance companies to pay. At present, the traditional claim investigation system requires crowdsourcing to manually interview various hospitals, medical examination institutions, and public security agencies. After ea...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/20G06K9/34G06K9/62G06F40/295
CPCG06F40/295G06F18/24G06F18/214
Inventor 满天龙
Owner 深圳平安医疗健康科技服务有限公司
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