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Pathological data processing method and device and electronic equipment

A data processing and pathological technology, applied in the field of data processing, can solve the problems of scattered text information, little doctor's guidance, poor text data representation and characterization of patients, etc., to achieve the effect of reducing complexity

Active Publication Date: 2019-11-29
志诺维思(北京)基因科技有限公司
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, at present, pathology-related data are mostly presented in the form of text data. The information in the text is relatively scattered, and the guiding effect on doctors is relatively small. The effect of text data on the representation and description of patients is also relatively poor.

Method used

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  • Pathological data processing method and device and electronic equipment
  • Pathological data processing method and device and electronic equipment
  • Pathological data processing method and device and electronic equipment

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0058] To facilitate the understanding of this embodiment, an electronic device that executes the method for processing pathological data disclosed in the embodiment of the present application is first introduced in detail.

[0059] Such as figure 1 Shown is a block diagram of the electronic device. The electronic device 100 may include a memory 111 , a storage controller 112 , a processor 113 , a peripheral interface 114 , an input and output unit 115 , and a display unit 116 . Those of ordinary skill in the art can understand that, figure 1 The shown structure is only for illustration, and does not limit the structure of the electronic device 100 . For example, the electronic device 100 may also include a ratio figure 1 more or fewer components than shown in, or with figure 1 Different configurations are shown.

[0060] The memory 111 , storage controller 112 , processor 113 , peripheral interface 114 , input / output unit 115 and display unit 116 are electrically connect...

Embodiment 2

[0068] see figure 2 , is a flow chart of the pathological data processing method provided in the embodiment of the present application. The following will be figure 2 The specific process shown will be described in detail.

[0069] Step 201, obtain multiple pathology reports to be processed.

[0070] The above multiple pathology reports to be processed may be pathology reports of multiple patients. The source of the multiple pathology reports to be processed may be an electronic device used to execute the pathological data processing method in this embodiment, or a server communicatively connected to the electronic device.

[0071] Step 202, preprocessing the multiple pathological reports to be processed to obtain multiple pieces of pathological corpus data.

[0072] Wherein, the above-mentioned pieces of pathological corpus data can form a patient medical record corpus. The aforementioned multiple pieces of pathological corpus data may also be multiple pieces of struct...

Embodiment 3

[0151] Based on the same application idea, the pathological data processing device corresponding to the pathological data processing method is also provided in the embodiment of the present application. Since the problem-solving principle of the device in the embodiment of the present application is similar to the above-mentioned pathological data processing method in the embodiment of the present application, therefore For the implementation of the device, reference may be made to the implementation of the method, and repeated descriptions will not be repeated.

[0152] see Figure 6 , is a schematic diagram of the functional modules of the pathological data processing device provided in the embodiment of the present application. Each module in the pathological data processing apparatus in this embodiment is used to execute each step in the above method embodiment. The pathological data processing device includes: an acquisition module 401, a processing module 402, a convers...

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Abstract

The invention provides a pathological data processing method and device and electronic equipment, and the method comprises the steps: obtaining a plurality of to-be-processed pathological reports; performing structured processing on the plurality of to-be-processed pathological reports to obtain a plurality of pieces of pathological corpus data; carrying out vector conversion on the multiple pieces of pathological corpus data to obtain a pathological matrix of multiple to-be-processed pathological reports; carrying out dimensionality reduction processing on the pathological matrix and determining pathological representation matrixes corresponding to the multiple to-be-processed pathological reports, wherein each row of vectors in the pathological representation matrixes represent representation vectors of one to-be-processed pathological report.

Description

technical field [0001] The present application relates to the technical field of data processing, in particular, to a pathological data processing method, device and electronic equipment. Background technique [0002] In the process of diagnosing patients, doctors often need to refer to the clinical path of related diseases and the actual diagnosis results of patients. They may also refer to disease guidelines and the progress of evidence-based medicine to adjust the implementation rules of medical decision-making, so as to provide patients with the latest treatment methods and the most advanced methods. Optimized treatment plan. However, at present, pathology-related data are mostly presented in the form of text data, and the text information is relatively scattered, which has relatively little guiding effect on doctors, and the effect of text data on representing and describing patients is also relatively poor. Contents of the invention [0003] In view of this, the pur...

Claims

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Application Information

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IPC IPC(8): G16H15/00G16H10/60G06F16/31G06F16/22
CPCG16H15/00G16H10/60G06F16/313G06F16/2237
Inventor 马素芬魏博李力行凌少平
Owner 志诺维思(北京)基因科技有限公司
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