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Data processing method of traditional Chinese medicine clinical skill evaluation system based on big data analysis

A data processing and big data technology, applied in the field of data processing of TCM clinical skills evaluation system, can solve problems such as unfavorable resources and information sharing, inconvenient comparison between TCM doctors and hospitals, inability to analyze doctors' clinical skills conveniently and accurately, etc.

Active Publication Date: 2016-04-27
CHENGDU UNIV OF TRADITIONAL CHINESE MEDICINE
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AI Technical Summary

Problems solved by technology

[0002] At present, the clinical ability evaluation of TCM doctors mainly uses evidence-based medicine to study the clinical efficacy, which reflects the clinical ability of TCM doctors. This kind of evaluation is not conducive to the sharing of resources and information, and it is inconvenient to compare TCM doctors and hospitals. At the same time, it is impossible to analyze doctors' clinical skills conveniently and accurately, which is not conducive to the improvement of doctors' clinical skills.

Method used

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  • Data processing method of traditional Chinese medicine clinical skill evaluation system based on big data analysis
  • Data processing method of traditional Chinese medicine clinical skill evaluation system based on big data analysis
  • Data processing method of traditional Chinese medicine clinical skill evaluation system based on big data analysis

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Embodiment 1

[0048] like figure 1 As shown, the data processing method of the TCM clinical skills evaluation system based on big data analysis disclosed by the present invention comprises the following steps:

[0049] a. Obtain clinical electronic medical record data; in this embodiment, clinical electronic medical record data generally refers to the collection of all medical information systems of the hospital, including HIS, doctor's report, doctor's order, laboratory and other systems. The most important component of data. In the information system, the clinical case data of the hospital is processed in the form of xml files, which provides a unified and convenient upload interface, supports real-time file processing status query, upload batch management, and problem data rollback, and is compatible with other data format processing and interfaces square. At present, some hospitals are already using data collection platforms that can collect clinical electronic medical record data.

...

Embodiment 2

[0075] According to the weight of the evaluation index (Table 1), this embodiment introduces the algorithm of each index score in detail.

[0076] Table 1: Proportion of indicators in the digital evaluation system of TCM clinical skills

[0077]

[0078] The big data analysis algorithm in this embodiment is as follows:

[0079] 1. Calculate the clinical curative effect (full score: 30 points): 10 points for the favorable rate of patients, 10 points for symptom improvement, 5 points for return visit rate, and 5 points for visit rate.

[0080] 1.1 Algorithm for the score of patients' favorable rate, as shown in Table 2:

[0081] Table 2: Score Algorithm for Patient Favorable Ratio

[0082] serial number

condition

Score

1

Good rate ≥ 90%

10 points

2

70% ≤ favorable rate < 90%

8 points

3

50% ≤ favorable rate < 70%

6 points

4

30% ≤ favorable rate < 50%

4 points

5

10% ≤ favorable rate <...

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Abstract

The invention relates to a data processing method of a traditional Chinese medicine clinical skill evaluation system based on big data analysis. The data processing method includes following steps: a, acquiring clinical electronic medical record data; b, preprocessing data: cleaning, converting and loading the data acquired in the step a; c, integrating data: sectionally storing the data after being pre-processed, and establishing an index and cache mechanism; d, building a data analysis model: implementing a data mining algorithm on the basis of data integration to acquire scores of evaluation indexes in the traditional Chinese medicine clinical skill evaluation system. On the basis of the traditional Chinese medicine clinical skill evaluation system, an evaluation object is measured and analyzed systematically and then evaluated fairly to draw a scientific and reasonable evaluation conclusion, and the evaluation conclusion is reasonably explained to realize high-level data evaluation and prediction.

Description

technical field [0001] The invention relates to the field of clinical technology of traditional Chinese medicine, in particular to a data processing method of a clinical skill evaluation system of traditional Chinese medicine based on big data analysis. Background technique [0002] At present, the clinical ability evaluation of TCM doctors mainly uses evidence-based medicine to study the clinical efficacy, which reflects the clinical ability of TCM doctors. This kind of evaluation is not conducive to the sharing of resources and information, and it is inconvenient to compare TCM doctors and hospitals. At the same time, it cannot analyze doctors' clinical skills conveniently and accurately, which is not conducive to the improvement of doctors' clinical skills. Contents of the invention [0003] The present invention aims to provide a data processing method of the TCM clinical skills evaluation system based on big data analysis. On the basis of the digital evaluation system...

Claims

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Application Information

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IPC IPC(8): G06F19/00
CPCG06F19/30
Inventor 温川飙程小恩
Owner CHENGDU UNIV OF TRADITIONAL CHINESE MEDICINE
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