Intelligent pathological diagnosis method and system thereof

A pathological diagnosis and intelligent technology, applied in the field of medical information, can solve the problems such as the lack of pathologists, the inability to carry out pathological examination, and the single pathological examination, so as to realize the automation of the whole process, eliminate the obstacles of pathological diagnosis, and broaden the pipeline

Inactive Publication Date: 2019-05-03
GUIZHOU UNIV
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Problems solved by technology

At present, due to the lack of pathologists in our country, there are almost no pathology departments in primary hospitals, so the actual market consumption is less than 30%, which is far from meeting the market demand and the national expectation of women's health protection standards. In addition, histopathology is 5-8 times that of cytopathology. times, the entire market capacity is more than 300 billion
[0003] At present, there are many problems in the pathological examination in our country. For example: firstly, due to the difference in the level of pathologists in different hospitals, it is inevitable that misjudgment or inaccurate results will be caus

Method used

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  • Intelligent pathological diagnosis method and system thereof
  • Intelligent pathological diagnosis method and system thereof
  • Intelligent pathological diagnosis method and system thereof

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Embodiment 1

[0042] Example 1. An intelligent pathological diagnosis method, the process is as follows figure 1 shown, follow the steps below:

[0043] a. Prepare and stain the sample to be tested, and then collect the image of the sample;

[0044] b. Upload the sample image to the intelligent cell identification auxiliary diagnosis system to screen out the normal sample image (the screening method can use the convolutional neural network algorithm), and the remaining problem sample images, the intelligent cell identification auxiliary diagnosis system performs a preliminary diagnosis on the problem sample image, Get the results of the initial diagnosis;

[0045] c. The intelligent cell recognition assisted diagnosis system transmits the initial diagnosis results to the remote expert consultation platform (expert diagnosis server), and the remote expert consultation platform selects experts (generally 3 experts) from the expert database for remote film reading consultation, and finally s...

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Abstract

The invention discloses an intelligent pathological diagnosis method and a system thereof. The method comprises the following steps of: a, performing sheet production and dyeing on a to-be-diagnosed sample, and then acquiring a sample image; b, uploading the sample image to an intelligent cell recognition auxiliary diagnosis system for screening a normal sample image, obtaining a residual problemsample image, performing preliminary diagnosis on the problem sample image by the intelligent cell recognition auxiliary diagnosis system, and obtaining a first diagnosis result; and c, transmitting the first diagnosis result to a remote expert consultation platform by the intelligent cell recognition auxiliary diagnosis system, selecting experts from an expert database for performing remote sheetreading consultation by the remote expert consultation platform, and finally performing gathering for obtaining a final diagnosis result. The intelligent pathological diagnosis method and the systemthereof have advantages of eliminating a pathological diagnosis obstacle, improving pathological diagnosis quality and reducing pathological diagnosis cost.

Description

technical field [0001] The invention relates to the field of medical information, in particular to an intelligent pathological diagnosis method and system. Background technique [0002] Statistics show that there are currently about 400 million women of the right age for cervical smear examination in my country, distributed in the medical institution diagnosis and treatment market, physical examination market and the national two cancer screening markets. ~180 yuan), the annual scale is about 64 billion. At present, due to the lack of pathologists in our country, there are almost no pathology departments in primary hospitals, so the actual market consumption is less than 30%, which is far from meeting the market demand and the national expectation of women's health protection standards. In addition, histopathology is 5-8 times that of cytopathology. Times, the entire market capacity is more than 300 billion. [0003] At present, there are many problems in the pathological e...

Claims

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Application Information

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IPC IPC(8): G16H30/20G16H50/20G16H80/00G06T7/00G06K9/62
Inventor 刘宇红杨宇蒋明怀周进凡
Owner GUIZHOU UNIV
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