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Medical text detection method and system based on image processing and storage medium

A text detection and image processing technology, applied in character and pattern recognition, instruments, computer components, etc., can solve problems such as low efficiency, incorrect information input, and low accuracy, and achieve high efficiency, high accuracy, and methods simple effect

Active Publication Date: 2019-08-09
WUHAN INSTITUTE OF TECHNOLOGY +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Insurance companies and hospitals have tens of thousands of medical text images every day. Currently, in the processing of medical text images, the staff must first locate the text area on the image, and then manually record the text into the computer. This kind of repetitive and boring work will make people tired, so that when inputting information, it will cause the problem of incorrect information input, the accuracy rate is not high, and the efficiency is low

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  • Medical text detection method and system based on image processing and storage medium
  • Medical text detection method and system based on image processing and storage medium
  • Medical text detection method and system based on image processing and storage medium

Examples

Experimental program
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Effect test

Embodiment 1

[0056] Embodiment one, as figure 1 As shown, a medical text detection method based on image processing includes the following steps:

[0057] S1: Obtain a plurality of medical text images, make a data set according to the plurality of medical text images, and obtain a training set and a test set according to the data set;

[0058] S2: Establish a training model, and train the training model according to the training set to obtain a medical text detection model;

[0059] S3: Detect the test set according to the medical text detection model, and obtain a detection result of the test set.

[0060] Obtain a training set and a test set based on a data set made of multiple medical text images, and establish a training model. The medical text detection model obtained by training through the training set can be used to detect the test set, and the medical text image in the test set can be realized. The detection of medical text information, instead of manual processing of medical te...

Embodiment 2

[0088] Embodiment two, such as image 3 As shown, a medical text detection system based on image processing includes an image acquisition unit, a data set production unit, a training unit and a detection unit;

[0089] The image acquisition unit is used to acquire a plurality of medical text images;

[0090] The data set making unit is used to make a data set according to a plurality of the medical text images, and obtain a training set and a test set according to the data set;

[0091] The training unit is configured to establish a training model, and train the training model according to the training set to obtain a medical text detection model;

[0092] The detection unit is configured to detect the test set according to the medical text detection model, and obtain a detection result of the test set.

[0093] The image processing medical text detection system of the present invention obtains a medical text detection model with high detection accuracy through the image acq...

Embodiment 3

[0099] Embodiment 3. Based on Embodiment 1 and Embodiment 2, this embodiment also discloses a medical text detection system based on image processing, including a processor, a memory, and stored in the memory and can run on the processor. A computer program on the computer program, when the computer program runs, it realizes as figure 1 The following steps are shown:

[0100] S1: Obtain a plurality of medical text images, make a data set according to the plurality of medical text images, and obtain a training set and a test set according to the data set;

[0101] S2: Establish a training model, and train the training model according to the training set to obtain a medical text detection model;

[0102] S3: Detect the test set according to the medical text detection model, and obtain a detection result of the test set.

[0103] By storing the computer program on the memory and running it on the processor, the medical text detection system based on image processing of the pres...

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Abstract

The invention relates to a medical text detection method and system based on image processing and a storage medium, and the method comprises the steps: obtaining a plurality of medical text images, making a data set according to the plurality of medical text images, and obtaining a training set and a test set according to the data set; establishing a training model, and training the training modelaccording to the training set to obtain a medical text detection model; and detecting the test set according to the medical text detection model to obtain a detection result of the test set. According to the medical text detection method, the detection of the medical text information of the medical text image in the test set can be realized; the medical text image processing system replaces manual processing of medical text images, records the medical text information in a computer, facilitates filing and checking of the medical text information by insurance companies or hospitals and other related units, is high in intelligence, does not cause errors caused by human factors, is high in accuracy, is high in efficiency, is simple in method, and is suitable for general popularization.

Description

technical field [0001] The present invention relates to the technical field of medical text processing, in particular to an image processing-based medical text detection method, system and storage medium. Background technique [0002] With the continuous development of science and technology, artificial intelligence has rapidly penetrated into various fields. Insurance companies and hospitals have tens of thousands of medical text images every day. Currently, in the processing of medical text images, the staff must first locate the text area on the image, and then manually record the text into the computer. This kind of repetitive and boring work will make people tired, so that when inputting information, it will cause the problem of incorrect information input, the accuracy rate is not high, and the efficiency is low. [0003] Therefore, there is an urgent need for a method that can replace manual processing of medical text images to replace manual completion of these repe...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06K9/00G06K9/62G06K9/34
CPCG06V30/40G06V10/26G06F18/214
Inventor 刘军刘洋孙思琪
Owner WUHAN INSTITUTE OF TECHNOLOGY
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