Health data management system and analysis method based on edge computing and cloud computing

A technology of health data management and health data, which is applied in patient-specific data, health index calculation, medical data mining, etc., and can solve the problems of non-universal results, accuracy, loss of health data transmission, and occupation of large network resources, etc. problem, to achieve the effect of simplifying the complexity of data processing, fast and accurate analysis, and ensuring security
CN109830271AInactive Publication Date: 2019-05-31ANHUI UNIV OF SCI & TECH
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Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
ANHUI UNIV OF SCI & TECH
Publication Date
2019-05-31
Estimated Expiration
Not applicable · inactive patent

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Abstract

The invention relates to a health data management system and analysis method based on edge computing and cloud computing, applying the mode of combining edge computing with cloud computing to management and analysis of health data. In order to effectively manage health data, a health data cloud computing platform, a health data edge computing platform group and a local multi-modal health data collection group are used to construct a health data management system based on edge computing and cloud computing to realize collection and storage management of multi-modal health data. At the same time, in order to effectively analyze the health data, PCA is used to extract the characteristics of health data in a data format, and PCANet is used to extract the characteristics of health data in an image format, and then a data fusion technology is used to achieve the effective fusion of health data, and then a random forest algorithm is used to analyze the health status. The health data management system and analysis method based on edge computing and cloud computing have the advantages of being simple in hardware, being relatively lightweight in the adopted algorithm, and being able to realize real-time and high-precision analysis of health data while ensuring the security of health data.
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Description

technical field

[0001] The invention relates to the fields of edge computing and human health, in particular to a health data management system and analysis method based on edge computing and cloud computing. 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, health data management and analysis systems are generally divided into local and cloud-based. Most of the local methods...

Claims

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