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Artificial intelligence auxiliary pathological diagnosis system and method

A technology of pathological diagnosis and artificial intelligence, applied in the field of pathological diagnosis, can solve problems such as heavy workload and insufficient resources of pathologists, and achieve the effect of reducing workload

Pending Publication Date: 2020-02-07
杭州迪英加科技有限公司
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AI Technical Summary

Problems solved by technology

[0004] An object of the present invention is to solve the problems of insufficient resources and heavy workload of pathologists in the prior art

Method used

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  • Artificial intelligence auxiliary pathological diagnosis system and method
  • Artificial intelligence auxiliary pathological diagnosis system and method

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Embodiment Construction

[0017] The present invention will be further described below in conjunction with accompanying drawing:

[0018] An artificial intelligence-assisted pathological diagnosis system includes a pathological information database, a pathological expert database, one or more processors, memory, and one or more programs, wherein one or more programs are stored in the memory and are configured to be used by The one or more processors execute, and the program includes steps for performing the following steps:

[0019] Receive digital pathology files;

[0020] Match the intelligent diagnosis algorithm model for the digital pathology file, perform preliminary diagnosis and labeling on the digital slice file through the intelligent diagnosis algorithm model, and output the marked digital slice file; the intelligent diagnosis algorithm model includes cervical liquid-based cytology screening algorithm, gastric mucosal biopsy algorithm, prostate cancer grading algorithm, PD-L1 immunohistochem...

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Abstract

The invention relates to an artificial intelligence auxiliary pathological diagnosis system. The system includes a pathological information database, a pathological expert database, and one or more programs executed by a processor, wherein the programs are used for performing steps of receiving a digital pathological file; matching an intelligent diagnosis algorithm model for the digital pathological file, and generating a preliminary diagnosis opinion and a preliminary analysis report; when the preliminary diagnosis opinion is negative, the preliminary analysis report is taken as a final analysis report, otherwise, the process enters a shunting program, a corresponding special doctor is matched, and the final analysis report from the special doctor is received. The invention further provides an artificial intelligence assisted pathological diagnosis method. The system is advantaged in that by means of artificial intelligence means, preliminary screening of the digital pathological files is achieved, the digital pathological files which are negative are screened to directly generate a preliminary analysis report, the digital pathological files which may have problems are screened and transferred to the special doctor for manual definite diagnosis, and thereby the workload of a pathological doctor is reduced.

Description

technical field [0001] The invention relates to the field of pathological diagnosis, in particular to an artificial intelligence-assisted pathological diagnosis system and method. Background technique [0002] "Pathology is the foundation of medicine." Pathological examination is an extremely important diagnostic method and is regarded as the gold standard for clinical diagnosis. At present, it is mainly performed by doctors to manually interpret each pathological slide or digital pathology file. This is a highly professional and time-consuming task. With the development of artificial intelligence, machine learning software, as a new tool in the field of pathology, has attracted more and more attention because of its continuous improvement in efficiency and accuracy. Research on various artificial intelligence-assisted pathological diagnosis has also emerged in an endless stream. These technologies make it possible for artificial intelligence to help doctors improve diagnos...

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Application Information

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IPC IPC(8): G16H50/20
CPCG16H50/20
Inventor 彭之磊杨林沈珏玮崔磊崔灿
Owner 杭州迪英加科技有限公司
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