CN117995418A - Mobile health quarantine data analysis system - Google Patents
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- CN117995418A CN117995418A CN202410103234.2A CN202410103234A CN117995418A CN 117995418 A CN117995418 A CN 117995418A CN 202410103234 A CN202410103234 A CN 202410103234A CN 117995418 A CN117995418 A CN 117995418A
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- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients
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- G—PHYSICS
- G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
- G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
- G16H15/00—ICT specially adapted for medical reports, e.g. generation or transmission thereof
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- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
- G16H40/60—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices for the operation of medical equipment or devices
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- G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
- G16H50/80—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for detecting, monitoring or modelling epidemics or pandemics, e.g. flu
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- H04L63/0435—Network architectures or network communication protocols for network security for providing a confidential data exchange among entities communicating through data packet networks wherein the data content is protected, e.g. by encrypting or encapsulating the payload wherein the sending and receiving network entities apply symmetric encryption, i.e. same key used for encryption and decryption
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- H04L9/32—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity authentication, data integrity or data verification, non-repudiation, key authentication or verification of credentials
- H04L9/3247—Cryptographic mechanisms or cryptographic arrangements for secret or secure communications; Network security protocols including means for verifying the identity or authority of a user of the system or for message authentication, e.g. authorization, entity authentication, data integrity or data verification, non-repudiation, key authentication or verification of credentials involving digital signatures
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Abstract
The invention discloses a mobile health quarantine data analysis system. The system consists of a data acquisition terminal, a data storage and processing center and a data display and application terminal, which are connected through a wireless network. The data acquisition terminal is mobile equipment and is used for acquiring various health quarantine data; the data storage and processing center is based on the cloud platform, stores, processes and analyzes quarantine data, generates a statistical report and the like; the data display and application terminal is also mobile equipment and is used for intuitively displaying the processed data and providing interactive feedback. The system can adjust the data processing mode according to different scenes, thereby realizing intelligent quarantine information management and greatly improving the working efficiency and quality. The system adopts means such as encryption, authentication and the like to ensure the data security. The system improves the epidemic quarantine level and is beneficial to public health guarantee.
Description
Technical Field
The invention relates to the technical field of health quarantine collection, in particular to a mobile health quarantine data analysis system.
Background
With the development of society and the increasing frequency of personnel flow, the risk of cross-regional, cross-country transmission of various infectious diseases is also increasing. In order to effectively prevent and control the transmission of infectious diseases, it is necessary to perform health quarantine on personnel. The health quarantine refers to the quarantine, isolation, disinfection, cleaning and other health and epidemic prevention measures taken on people, animals, transportation means and other objects possibly carrying pathogens.
The traditional health quarantine method is mainly carried out manually, and staff collects relevant information of quarantine objects in a mode of inquiring, measuring body temperature and the like and registers. The method has the problems of low acquisition speed and poor accuracy, and is difficult to meet the requirement of large-scale quarantine. In recent years, with the development of information technology, some areas began to use electronic information systems to assist in health quarantine work. For example, a self-service inquiry machine and a registration machine are arranged, a two-dimensional code is read by using a handheld device, and quick input and data integration are realized through a background system. However, the system only solves the problem of the information acquisition link, has insufficient support for subsequent data processing, analysis and application, and cannot realize the informationized management of the whole quarantine process.
On the other hand, the current health quarantine information system has the problems of irregular data acquisition and insufficient statistical analysis. Quarantine information collection relies on experience of field staff, and a standardized collection template and a standardized flow are lacked, so that data are inaccurate and incomplete. The storage data has huge scale, but due to the lack of a big data analysis means, valuable knowledge is difficult to discover from the data, and functions such as quarantine risk prediction, trend judgment and the like are realized. The quarantine data is also single in application and mainly stays in the statistics report stage.
Therefore, how to establish a standardized quarantine information collection flow, and combine modern technical means such as big data, artificial intelligence, etc. to carry out deep analysis and excavation on massive quarantine data, generate various knowledge output, and finally realize the integration of collection, processing and application of quarantine information is a technical problem to be solved currently. This requires support for a mobile, intelligent, integrated health quarantine information analysis system.
Disclosure of Invention
In order to solve the problems in the prior art, the embodiment of the invention provides a mobile health quarantine data analysis system. The technical scheme is as follows:
In one aspect, a mobile health quarantine data analysis system is provided, including a data acquisition terminal, a data storage and processing center and a data display and application terminal, wherein the data acquisition terminal, the data storage and processing center and the data display and application terminal are connected through a wireless network to realize data transmission and control, wherein:
The data acquisition terminal is a mobile device, and is provided with health quarantine data acquisition application software, the software provides corresponding data acquisition forms according to different health quarantine scenes and objects to guide health quarantine staff to acquire data, the software automatically or manually acquires multimedia data such as identity information, source information, destination information, images, sounds and positions of the health quarantine objects through modes such as scanning, shooting, recording, positioning and the like, and the software uploads the acquired data to a data storage and processing center in real time through a mobile network or a wireless network, or temporarily stores the data in the mobile device in an off-line state and uploads the data after the network is recovered;
The data storage and processing center is a cloud platform, and is provided with health quarantine data storage and processing application software which receives and stores health quarantine data from the data acquisition terminal, performs preprocessing such as cleaning, checking, conversion, classification and the like on the data, performs deep mining and intelligent analysis on the health quarantine data by utilizing big data and artificial intelligence technology to generate various statistical reports, risk assessment, early warning prompt and the like, and performs data sharing and business collaboration with other related information systems;
The data display and application terminal is a mobile device, and is provided with health quarantine data display and application software, the software obtains analysis results of the health quarantine data from the data storage and processing center, the analysis results are intuitively displayed to health quarantine staff and related stakeholders in the forms of charts, maps, animations and the like, the software also sends notification and suggestion to the health quarantine staff and related stakeholders according to early warning prompt of the health quarantine data, and the software also provides feedback and evaluation functions of the health quarantine data.
Further, the data acquisition form is in an XML format, and conforms to the data standards related to the country and industry, and comprises metadata of time, place, personnel and the like of data acquisition.
Further, the data transmission adopts an HTTPS protocol, adopts an AES-256 encryption algorithm, adopts an MD5 hash function, adopts a digital signature authentication mode, and is triggered in real time or at fixed time.
Further, the data storage and processing center adopts a distributed database architecture, adopts a MySQL database management system, adopts a relational data model and structure, adopts a B tree data index and partition table data optimization technology, and is deployed in the cloud.
Further, the data storage and processing application software adopts methods and algorithms such as data mining, machine learning, deep learning, natural language processing, image recognition, voice recognition and the like, and customizes different data analysis and processing models and parameters such as risk scores of health quarantine objects, infectious disease transmission models, health quarantine effect evaluation and the like according to different health quarantine scenes and objects, takes data sources, data targets, data analysis and processing models and parameters as input, and takes statistical reports, risk evaluation, early warning prompt and the like as output.
Further, the data display and application software provides data display and application interfaces and functions in the forms of charts, maps, animations and the like, provides data display and application functions for screening, sorting, comparing, deriving and the like, and provides data display and application functions in the modes of notification, feedback, evaluation and the like, and is actively or passively triggered.
Further, the mobile device is a smart phone and has the functions of scanning, shooting, recording, positioning and the like.
Furthermore, the health quarantine data acquisition application software, the health quarantine data storage and processing application software and the health quarantine data display and application software are provided with friendly user interfaces and operation guidelines and encryption and authentication modes so as to ensure the safety and privacy of data.
The technical scheme provided by the embodiment of the invention has the beneficial effects that:
The invention provides a mobile health quarantine data analysis system, which realizes data acquisition, storage, processing and application of the whole mobile health quarantine process, improves the informatization and intelligence level of health quarantine work and greatly improves the working efficiency.
The system supports the adjustment of quarantine information processing modes according to different scenes and objects, so that the acquisition and application of quarantine data are more accurate and flexible.
And the mobile terminal is used for information acquisition, so that the information is convenient and quick, and the information is timely uploaded to a system for storage and intelligent analysis.
The system based on the cloud platform has the advantages of strong expansibility and low cost, and can process mass quarantine data.
The system generates various knowledge outputs, realizes the conversion from data to decisions, and provides scientific decision support for quarantine departments.
The system intuitively displays information and various application modes, and improves the quality of quarantine work and the health acquisition sense of the public.
The system adopts measures such as encryption, authentication and the like, and ensures the security of quarantine information.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required for the description of the embodiments will be briefly described below, and it is apparent that the drawings in the following description are only some embodiments of the present invention, and other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
Fig. 1 is a schematic block diagram of a mobile health quarantine data analysis system according to an embodiment of the present invention.
Detailed Description
For the purpose of making the objects, technical solutions and advantages of the present invention more apparent, the embodiments of the present invention will be described in further detail with reference to the accompanying drawings.
The invention relates to a mobile health quarantine data analysis system which can flexibly adjust the content and modes of data acquisition, storage, processing, display and application according to different health quarantine scenes and objects so as to adapt to different health quarantine requirements and environments.
In one embodiment of the present invention, as shown in fig. 1, the mobile health quarantine data analysis system includes:
a mobile terminal device, such as a smart phone, tablet computer or notebook computer, having data collection, storage, processing, display and application functions, and communication capabilities with external devices and networks;
One or more external data acquisition devices, such as a thermometer, a sphygmomanometer, a blood glucose meter, an oximeter, a respirator, an electrocardiograph and the like, which can be connected with the mobile terminal device in a wired or wireless manner to acquire physiological data of a health quarantine object;
one or more external data sources, such as the internet, health departments, medical institutions, scientific institutions, etc., which can be connected with the mobile terminal device in a wired or wireless manner to provide health quarantine-related data, such as the type of infectious disease, popularity, detection method, prevention and treatment measures, etc.;
One or more external data receivers, such as the internet, health departments, medical institutions, scientific institutions and the like, can be connected with the mobile terminal device in a wired or wireless mode to receive data, such as basic information, physiological data, detection results, risk assessment and the like of a health quarantine object, collected, stored, processed, displayed and applied by the mobile terminal device.
In the embodiment of the invention, the mobile terminal equipment can flexibly adjust the content and modes of data acquisition, storage, processing, display and application according to different health quarantine scenes and objects so as to adapt to different health quarantine requirements and environments. Specifically, the mobile terminal device may perform the steps of:
Firstly, selecting or generating a corresponding data acquisition form by the mobile terminal equipment according to factors such as the risk level of a health quarantine object, the type of infectious disease, the popularity degree, the detection method and the like, wherein the form can comprise data items such as basic information, travel history, contact history, symptoms, body temperature, blood pressure, blood sugar, blood oxygen, electrocardiogram and the like of the health quarantine object, and corresponding data input modes such as text, numbers, single selection, multiple selection, photographing, code scanning and the like;
The second step, the mobile terminal equipment collects physiological data of the health quarantine object through an external data collection device or a manual input mode, and fills the collected data into a data collection form, and meanwhile, the mobile terminal equipment can perform operations such as verification, conversion, encryption and the like on the collected data according to the need;
thirdly, the mobile terminal equipment stores the acquired data in a local or cloud database, and backups, synchronizes, updates and other operations are performed on the stored data according to the needs;
Step four, the mobile terminal equipment acquires data related to health quarantine through an external data source, and performs screening, integration, analysis and other operations on the acquired data according to the requirement;
fifthly, the mobile terminal device performs operations such as detection, diagnosis, evaluation, prediction and the like on the health quarantine object according to the acquired data and the acquired data, and generates corresponding data results such as detection results, diagnosis results, risk evaluation, prediction trend and the like;
Step six, the mobile terminal equipment selects or generates corresponding data display forms, such as forms, charts, reports, maps, instrument panels and the like, according to different health quarantine scenes and objects, and displays data results on a screen of the mobile terminal equipment, and meanwhile, the mobile terminal equipment can sort, filter, group, compare, share and the like the displayed data according to requirements;
Seventh, the mobile terminal device selects or generates corresponding data application modes, such as reminding, informing, guiding, suggesting, early warning, controlling and the like according to different health quarantine scenes and objects, and applies the data result to the actual operation of health quarantine, and meanwhile, the mobile terminal device can perform feedback, evaluation, optimization and the like on the applied data according to the need.
The present invention is not limited to the above embodiment, and other embodiments may be provided without departing from the technical solution and technical features of the present invention.
The technical scheme provided by the embodiment of the invention has the beneficial effects that:
The system can improve the efficiency and quality of the health quarantine work, prevent and control the epidemic and the diffusion of infectious diseases, ensure public health safety, solve the defects of untimely, inaccurate and incomplete data acquisition, inefficient and intelligent data storage and processing, and unintuitive and inconvenient data display and application in the prior art, wherein the health quarantine work comprises screening, registering, detecting, isolating, treating, rechecking and the like of health quarantine objects, and the indexes or standards of the efficiency and the quality of the health quarantine work comprise time, accuracy and integrity of data acquisition, speed and intelligence of data storage and processing, intuitiveness and convenience of data display and application and the like.
The system can flexibly adjust the content and modes of data acquisition, storage, processing, display and application according to different health quarantine scenes and objects, wherein the health quarantine scenes and objects comprise scenes of airports, railway stations, hospitals, schools, residential areas and the like, and objects of passengers, staff, patients, students, residents and the like, and the content and mode adjustment method of the data acquisition, storage, processing, display and application and the data acquisition form, frequency and mode, data storage and processing model, parameter and algorithm, data display and application form, operation and mode and the like are adjusted according to factors comprising the risk level, infectious disease type, popularity, detection method and the like of the health quarantine objects.
The foregoing is only illustrative of the present invention and is not to be construed as limiting thereof, but rather as various modifications, equivalent arrangements, improvements, etc., within the spirit and principles of the present invention.
Claims (8)
1. The mobile health quarantine data analysis system is characterized by comprising a data acquisition terminal, a data storage and processing center and a data display and application terminal, wherein the data acquisition terminal, the data storage and processing center and the data display and application terminal are connected through a wireless network so as to realize data transmission and control, and the mobile health quarantine data analysis system comprises the following components:
The data acquisition terminal is a mobile device, and is provided with health quarantine data acquisition application software which provides corresponding data acquisition forms according to different health quarantine scenes and objects to guide health quarantine staff to acquire data, the software automatically or manually acquires multimedia data of the health quarantine objects, the software also uploads the acquired data to a data storage and processing center in real time through a mobile network or a wireless network, or temporarily stores the data in the mobile device in an off-line state, and uploads the data after the network is restored;
The data storage and processing center is a cloud platform, and is provided with health quarantine data storage and processing application software which receives and stores health quarantine data from the data acquisition terminal, preprocesses the data, deep mining and intelligent analysis are carried out on the health quarantine data by utilizing big data and artificial intelligent technology to generate various statistical reports, risk assessment and early warning prompt, and the software is also used for carrying out data sharing and business collaboration with other related information systems;
The data display and application terminal is a mobile device, and is provided with health quarantine data display and application software, the software obtains analysis results of the health quarantine data from the data storage and processing center, the analysis results are intuitively displayed to health quarantine staff and related stakeholders in the form of charts, maps and animations, the software also sends notification and suggestion to the health quarantine staff and related stakeholders according to early warning prompt of the health quarantine data, and the software also provides feedback and evaluation functions of the health quarantine data.
2. The system of claim 1, wherein the data collection form is in XML format, and conforms to country and industry related data standards, including metadata of time, place, and personnel of data collection.
3. The system according to claim 1 or 2, wherein the data transmission is triggered in real time or in a timed manner by HTTPS protocol, AES-256 encryption algorithm, MD5 hash function, digital signature authentication.
4. The system of claim 1, wherein the data storage and processing center is configured as a distributed database, mySQL database management system, relational data model and structure, B-tree data index and partition table data optimization, and cloud.
5. The mobile health quarantine data analysis system according to claim 1 or 4, wherein the data storage and processing application software adopts data mining, machine learning, deep learning, natural language processing, image recognition, voice recognition methods and algorithms, and according to different health quarantine scenes and objects, different data analysis and processing models and parameters are customized, data sources, data targets, data analysis and processing models and parameters are used as input, and statistical reports, risk assessment and early warning prompts are used as output.
6. The mobile health quarantine data analysis system according to claim 1, wherein the data presentation and application software provides data presentation and application interfaces and functions in the form of charts, maps, animations, data presentation and application functions providing screening, sorting, comparing, deriving operations, data presentation and application functions providing notification, feedback, evaluation modes, active or passive triggering.
7. The mobile health quarantine data analysis system according to claim 1, wherein the mobile device is a smart phone with functions of scanning, photographing, recording and positioning.
8. The system according to claim 1, wherein the health quarantine data collection application software, the health quarantine data storage and processing application software, and the health quarantine data display and application software all have friendly user interfaces and operation guidelines, and encryption and authentication modes to ensure the security and privacy of data.
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| Application Number | Priority Date | Filing Date | Title |
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| CN202410103234.2A CN117995418A (en) | 2024-01-25 | 2024-01-25 | Mobile health quarantine data analysis system |
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| CN202410103234.2A CN117995418A (en) | 2024-01-25 | 2024-01-25 | Mobile health quarantine data analysis system |
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