Medical big-data acquisition and analysis system and method

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...

AI Technical Summary

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 universal, accurate, slow in analysis speed, and prone to errors. Provide a medical big data acquisition and analysis system and method with simple structure, convenient installation and use, and improved work efficiency

Images