Medical big-data acquisition and analysis system and method

A technology for collecting, analyzing, and medical data, applied in the field of medical data collection, it can solve the problems that the results are not universal, accurate, error-prone, unable to process medical data, etc., to achieve rapid information collection, easy expansion, and data realization The effect of quick analysis

Inactive Publication Date: 2015-06-10
XIDIAN UNIV
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Problems solved by technology

[0005] The present invention solves the technical problems that the current medical data analysis system cannot handle massive medical data and can only analyze a small amount of data, and the obtained results are not u

Method used

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  • Medical big-data acquisition and analysis system and method
  • Medical big-data acquisition and analysis system and method

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Embodiment Construction

[0032] In order to further understand the content, features and effects of the present invention, the following examples are given, and detailed descriptions are given below with reference to the accompanying drawings.

[0033] see figure 1 :

[0034] Such as figure 1 As shown, the medical big data collection analysis system of the embodiment of the present invention mainly comprises: online medical collection platform 1, HDFS distributed file system 2, Hbase database 3, Hadoop framework 4;

[0035] Online medical collection platform 1, used to receive uploaded health data;

[0036] HDFS distributed file system 2, connected with the online medical collection platform 1, is used to build a distributed file system and prepare for building a database based on this file system;

[0037] Hbase database 3, connected with HDFS distributed file system 2, is used to store medical data.

[0038] Hadoop framework 4, connected with Hbase database 3, used to execute MapReduce programs,...

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Abstract

The invention relates to a medical big-data acquisition and analysis system and method. The medical big-data acquisition and analysis method includes: installing a data acquisition unit at the place where medical data are acquired, and uploading the acquired data to an online medical acquisition platform; subjecting to the stored data to data processing; finding out a rule in the data; applying the data subjected to analysis to medical fields to carry out clinical decision and disease warning and analyze behaviors of patients. The medical big-data acquisition and analysis system comprises the online acquisition platform, an HDFS (hadoop distributed file system), an Hbase and a Hadoop frame, and is divided into four layers, namely a foundation layer, a platform layer, a function layer and a service layer. Staff health conditions can be acquired in real time, massive medical data are stored in a distributed manner, the massive data are analyzed rapidly by batch processing of big data, the clinical decision and disease warning are carried out, the behaviors of the patients are analyzed, multiple treatment schemes are put forward clinically, and early warnings are made for outbreaks of epidemic diseases.

Description

technical field [0001] The invention belongs to the technical field of medical data collection, and in particular relates to a medical big data collection and analysis system and method. Background technique [0002] At present, the medical system at this stage mostly records the basic information and disease conditions of patients inside the hospital, and most of them involve registration, queuing, outpatient appointments, charging systems, etc. Even if there is a patient information collection system, the collected information is small and there is no targeted collection. Because in the hospital, the data collected are basically patients, and the health status of healthy people is not collected, so it cannot be used for analysis, and cannot be used as an analysis sample for disease control and early warning. [0003] At this stage, the medical data analysis system cannot handle massive medical data, and can only analyze a small amount of data, and the results obtained are...

Claims

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Application Information

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IPC IPC(8): G06F19/00
Inventor 王博冯小川裴庆祺周威李诺孙玉洁杨林赵颖
Owner XIDIAN UNIV
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