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Image report analysis method and device and computer storage medium

An analysis method and reporting technology, which is applied in the fields of image analysis and natural language processing, can solve the problems of limited reading accuracy and doctor's subjective knowledge level, and achieve the effect of improving the reading level

Active Publication Date: 2020-05-22
SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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Problems solved by technology

Therefore, the accuracy of film reading is often limited by the doctor's subjective knowledge level

Method used

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  • Image report analysis method and device and computer storage medium
  • Image report analysis method and device and computer storage medium
  • Image report analysis method and device and computer storage medium

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Embodiment Construction

[0059] In order to enable those skilled in the art to better understand the solutions of the present invention, the following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is an embodiment of a part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0060] Reference herein to "one embodiment" or "an embodiment" refers to a particular feature, structure or characteristic that can be included in at least one implementation of the present invention. In the description of the present invention, it should be understood that the terms "first", "second", "third" and "fourth" in the de...

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Abstract

The invention relates to an image report analysis method and device, and a storage medium, and the method comprises the steps: obtaining a plurality of groups of data, wherein each group of data comprises a target image and an image report of a target user; performing image recognition on the target image to obtain a first recognition result; performing text feature-based recognition on the imagereport to obtain a second recognition result; performing accuracy analysis on the corresponding first recognition result and the second recognition result to obtain a target recognition result; generating a statistical sample set according to the second recognition result and the target recognition result; and performing statistical analysis based on the statistical sample set to obtain an analysis result of the image report for the target user. Batch image report data is analyzed, the analysis result of the film reading level of the target user is obtained, and the target user is helped to improve the film reading level in a targeted manner.

Description

technical field [0001] The invention relates to the fields of image analysis and natural language processing, in particular to an image report analysis method, device and computer storage medium. Background technique [0002] X-ray has become one of the commonly used means of clinical examination because of its convenience, simplicity and economy. Whether it is a general outpatient clinic, emergency department, or ICU, chest X-ray examinations are required to help diagnose and observe the patient's health status. As far as the application of physical examination is concerned, chest X-ray is also one of the standard inspection items, and the medical examination covers a wide range, including general health examination, entry physical examination, etc. Therefore, doctors are faced with the pressure of reading a large volume of films. [0003] At present, when reading X-ray films, doctors usually analyze the prior characteristics of various diseases, so as to judge the diseas...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H30/20
CPCG16H30/20Y02A90/10
Inventor 何志强郑介志
Owner SHANGHAI UNITED IMAGING INTELLIGENT MEDICAL TECH CO LTD
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