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Clinical nursing management system based on data mining algorithm and method thereof

A data management and data mining technology, applied in the field of clinical nursing, can solve the problems of poor interactivity, low work efficiency, cumbersome identification, etc., to achieve real-time communication and improve overall work efficiency.

Active Publication Date: 2019-04-23
XIANGNAN UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, due to the complex network architecture and equipment implementation of the existing medical information platform, the application in the hospital is restricted by many factors. In specific nursing, nurses cannot communicate with doctors at a distance, and it is difficult for doctors to achieve long-distance nursing guidance. Poor interactivity, due to the large amount of patient data, it is cumbersome to identify, difficult to classify, and low work efficiency

Method used

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  • Clinical nursing management system based on data mining algorithm and method thereof
  • Clinical nursing management system based on data mining algorithm and method thereof
  • Clinical nursing management system based on data mining algorithm and method thereof

Examples

Experimental program
Comparison scheme
Effect test

Embodiment 1

[0061] Such as figure 1 As shown, a clinical nursing management system based on data mining algorithm, including: a data collection unit set in the ward for data collection; a data management server for storing, deleting, adding, modifying and forwarding the collected data ; A base station for relaying during data transmission; a data management center for remote data acquisition and forwarding; a terminal for data acquisition and operation by medical staff; the system also includes:

[0062] A data processing unit communicated with the data management server for classifying the collected data information;

[0063] An information transmission unit communicating with the data management server and the base station respectively, used to encrypt the data in the data management server and transmit the encrypted data to the base station;

[0064] The alarm device communicated with the data management center is used to respond to the command information sent by the data management ...

Embodiment 2

[0087] Such as image 3 Shown, a kind of clinical nursing management method, comprises the following steps:

[0088] (S1) Data collection: collect data through a data collection unit and a monitoring device;

[0089] (S2) Data upload: upload the collected data to the data management server;

[0090] (S3) Data processing: the data processing unit will classify and process the data received by the data management server according to the decision tree algorithm;

[0091] (S4) Data output: the processed data is received through the nurse station management system and the doctor's office system, which is convenient for query, tracking and management;

[0092] (S5) Data transmission: the data collected by the data acquisition unit or the monitoring device is transmitted to the monitoring base station through the wireless communication unit, and the remote transmission is carried out through the monitoring base station;

[0093](S6) Remote monitoring: the remote data management ce...

Embodiment 3

[0123] In addition, the decision tree algorithm of the present invention can adopt the decision tree algorithm in this embodiment, which combines Bayesian and decision tree to improve the accuracy of judgment and decision. Details are as follows:

[0124] A kind of clinical nursing management method based on data mining algorithm, it is characterized in that: described method comprises the following steps:

[0125] Step 1: data acquisition, collecting data through the data acquisition unit;

[0126] Step 2: Data upload, the collected data is uploaded to the data management server;

[0127] Step 3: data processing, the data processing unit classifies and processes the data received by the data management server;

[0128] Step 4: Data output, the processed data is received by the medical terminal, which is convenient for query, tracking and management;

[0129] Step 5: Data transmission, encrypt the data through the data transmission unit, and then transmit it to the base sta...

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Abstract

A clinical nursing management system based on data mining and a method thereof relate to the field of medical information technology. The system comprises the components of a data acquisition unit which is arranged in a ward and is used for data acquisition; a data management server which is used for storing, deleting, adding, modifying and forwarding the acquired data; a base station which is used for relaying in a data transmission process; a data management center which is used for acquiring and forwarding remote data; and a terminal which is used for data acquisition and operation by medical personnel. The system is characterized by comprising a data processing unit which is in communication connection with the data management server and is used for classifying the acquired data information. The clinical nursing management system and the method thereof can realize long-distance communication between nursing personnel and a doctor based on Internet-of-things technology and wirelessremote communication technology, and can perform classification and processing on the patient data through the data mining algorithm so that a user quickly screens the target data from mass data.

Description

technical field [0001] The present invention relates to the technical field of clinical nursing, and more particularly relates to a clinical nursing management system and method based on a data mining algorithm. Background technique [0002] At present, when hospitalized in a hospital, due to the large number of patients and different types of diseases, more nurses are needed in clinical care. However, under the traditional medical model and the shortage of medical resources, medical staff cannot treat a patient 24 hours a day. Hours of real-time monitoring, in the case of multiple patients needing care, manual labor is very large, and continuous monitoring cannot be achieved. With the rapid development of information technology, more and more domestic hospitals are accelerating the implementation of overall construction based on information platform, HIS, EMR and other systems to improve the hospital's nursing service level and core competitiveness. Informatization can als...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G16H80/00G16H40/67
CPCG16H40/67G16H80/00
Inventor 曹文静谢飞曹南林陈兰英李阿芳黄红玉李春艳
Owner XIANGNAN UNIV
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