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Disease treatment data preprocessing method and system, equipment and medium

A technology of preprocessing and processing algorithms, which is applied in the fields of electrical digital data processing, special data processing applications, medical data mining, etc., and can solve problems such as irregular and incomplete data

Pending Publication Date: 2019-11-15
UNIV OF JINAN
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] In order to solve the deficiencies in the prior art, the present disclosure provides a preprocessing method, system, equipment and medium for disease consultation data; it solves the problem of irregular and incomplete data collected from different doctors in different hospitals, and provides a basis for subsequent data mining work. Lay a good data foundation

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  • Disease treatment data preprocessing method and system, equipment and medium
  • Disease treatment data preprocessing method and system, equipment and medium
  • Disease treatment data preprocessing method and system, equipment and medium

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Embodiment 1

[0035] Embodiment 1. This embodiment provides a method for preprocessing disease treatment data;

[0036] Such as figure 1 As shown, the preprocessing methods of disease treatment data include:

[0037] S1: Obtain patient medical records from the hospital server;

[0038] S2: Perform data cleaning on the obtained patient visit records;

[0039] S3: For data with inconsistent data units, convert to the same data unit; convert data names with different names but the same meaning to the same data name;

[0040] S4: Numericalize Chinese characters;

[0041] S5: Use the maximum and minimum normalization processing algorithm to normalize the data;

[0042] S6: Process the geographic location of the hospital corresponding to the patient's medical records to obtain preprocessed disease medical data.

[0043] As one or more embodiments, the data cleaning includes: deleting duplicate data, completing missing data, and removing outliers;

[0044] To complete the missing data, Lagrangian interpolation...

Embodiment 2

[0059] In the second embodiment, this embodiment also provides a preprocessing system for disease treatment data;

[0060] The pre-processing system of disease treatment data includes:

[0061] The obtaining module, which is configured to: obtain patient medical records from the hospital server;

[0062] A data cleaning module, which is configured to: perform data cleaning on the acquired patient visit records;

[0063] The data unification module is configured to: convert data with different data units to the same data unit; convert data names with different names but the same meaning to the same data name;

[0064] A numerical processing module, which is configured to: perform numerical processing on Chinese characters;

[0065] A normalization processing module, which is configured to: use a maximum and minimum normalization processing algorithm to normalize data;

[0066] The geographic location processing module is configured to process the geographic location of the hospital corresp...

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Abstract

The invention discloses a disease treatment data preprocessing method and system, equipment and a medium. The method comprises the steps that treatment records of a patient are acquired from a hospital server; data cleansing is conducted on the acquired treatment records of the patient; according to the data with non-uniform data units, the non-uniform data units are converted into the same data unit; different data names with the same meaning are converted into the same data name; numeralization is conducted on Chinese characters; a maximum and minimum value normalization processing algorithmis adopted for normalization processing for the data; a geographic position of a hospital, corresponding to the treatment records of the patient is processed, and preprocessed disease treatment datais obtained. When processing the data, a computer is insensitive to classified data, even errors are caused, medical data with a plurality of classified data dimensions is converted into the data which can be processed by a machine through a scientific method, and the disease treatment data processing method has important significance on obtaining valuable information through subsequent data mining.

Description

Technical field [0001] The present disclosure relates to the technical field of disease treatment data processing, in particular to methods, systems, equipment and media for preprocessing disease treatment data. Background technique [0002] The statements in this section merely mention background technologies related to the present disclosure, and do not necessarily constitute prior art. [0003] Data preprocessing and data mining on the data obtained from patient visit records over the years can derive the law of infection and the trend of infectious diseases, which can be prepared and prevented in advance for medical and health institutions; for the Center for Disease Control, it is also It can prevent problems before they happen. [0004] In the process of implementing the present disclosure, the inventor found the following technical problems in the prior art: [0005] (1) Existing patient medical records are not standardized and incomplete, because doctors have their own idioms...

Claims

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Application Information

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IPC IPC(8): G16H10/60G16H50/70G06F16/215G06F16/2458G06F16/29
CPCG16H10/60G16H50/70G06F16/215G06F16/2462G06F16/2465G06F16/29
Inventor 杜韬桑垚垚曲守宁米改娜
Owner UNIV OF JINAN