CN105956409A - Real-time data management method and system of intelligent medical equipment - Google Patents
Real-time data management method and system of intelligent medical equipment Download PDFInfo
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- CN105956409A CN105956409A CN201610359593.XA CN201610359593A CN105956409A CN 105956409 A CN105956409 A CN 105956409A CN 201610359593 A CN201610359593 A CN 201610359593A CN 105956409 A CN105956409 A CN 105956409A
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- 238000000034 method Methods 0.000 title claims abstract description 27
- 238000013523 data management Methods 0.000 title claims abstract description 11
- 230000005540 biological transmission Effects 0.000 claims abstract description 31
- 238000007726 management method Methods 0.000 claims abstract description 14
- 238000001914 filtration Methods 0.000 claims abstract description 3
- 230000008569 process Effects 0.000 claims description 13
- 238000012544 monitoring process Methods 0.000 claims description 10
- 238000004458 analytical method Methods 0.000 claims description 6
- 230000008859 change Effects 0.000 claims description 5
- 230000002159 abnormal effect Effects 0.000 claims description 3
- 230000008447 perception Effects 0.000 abstract 1
- 230000036541 health Effects 0.000 description 6
- 238000005516 engineering process Methods 0.000 description 4
- 230000006870 function Effects 0.000 description 4
- 239000008280 blood Substances 0.000 description 2
- 210000004369 blood Anatomy 0.000 description 2
- 238000007405 data analysis Methods 0.000 description 2
- 238000011161 development Methods 0.000 description 2
- 208000017667 Chronic Disease Diseases 0.000 description 1
- WQZGKKKJIJFFOK-GASJEMHNSA-N Glucose Natural products OC[C@H]1OC(O)[C@H](O)[C@@H](O)[C@@H]1O WQZGKKKJIJFFOK-GASJEMHNSA-N 0.000 description 1
- QVGXLLKOCUKJST-UHFFFAOYSA-N atomic oxygen Chemical compound [O] QVGXLLKOCUKJST-UHFFFAOYSA-N 0.000 description 1
- 230000001684 chronic effect Effects 0.000 description 1
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- 238000013480 data collection Methods 0.000 description 1
- 238000003745 diagnosis Methods 0.000 description 1
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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
- 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
- G16H40/63—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 for local operation
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Abstract
The invention relates to a real-time data management method and system of intelligent medical equipment. The real-time data management method of the intelligent medical equipment comprises the following steps: on the basis of a transmission middleware of the Internet of Things, collecting, filtering and storing the data of perception layer terminal equipment; on the basis of the transmission middleware of the Internet of Things, processing and analyzing the stored data; and connecting the processed and analyzed data into the equipment of the Internet of Things for dynamic management. The system can simultaneously support the connection, the data acquisition and the data processing of the terminal equipment above ten thousand levels, can support a data processing capacity above ten million points and has the real-time concurrent processing capability above 500 thousand points.
Description
Technical field
The present invention relates to intelligent medical field, particularly relate to intelligent medical equipment real time data releasing method and system.
Background technology
Domestic wearable intelligent medical equipment mainly has intelligent sphygmomanometer, blood glucose meter, electrocardiogram monitor, pulse blood oxygen instrument, CPAP respirator, neural rehabilitation equipment etc., it is mainly characterized by Monitoring Data to need not show on equipment, but network can be uploaded to, any network terminal shows.Most commonly seen is to fill an APP application on mobile phone, accepts Monitoring Data, and by the APP video data on mobile phone, manages data, can be integrated into chronic diseases management, health education, the functions such as help, medication guide of seeking medical advice on APP.Then medical service team can be set up, for using the client of oneself equipment to provide telemedicine guide service in a lot of producers.
There is the shortcoming in terms of three below in this scheme:
1, client often buys a class or wearable intelligent medical equipment, one APP will be installed, the equipment of even Mei Maiyige producer, different APP will be arranged, and chronic is the most older, install and learn to use numerous APP to be not easy to, therefore can greatly affect the compliance of use；
2, a lot of legacy equipment producers are when developing wearable intelligent medical equipment, all have to face a new technology, i.e. move APP development technique, the hardware technology that this technology is familiar with it is unrelated, and it is compatible with Android and ios, which greatly increases the development difficulty of these equipment vendors, and the enthusiasm of exploitation；
3, producer i.e. enables exploitation APP, the problem that next will face service.Because the bright spot of Wearable device is exactly remote service, without remote service, patient oneself Monitoring Data meaning of being in is just little, at most records data on mobile phone, and legacy equipment early there has been data memory function.If service team to be built, certainly will increase cost, and the medical science team setting up specialty is not easy to itself, patient the most not necessarily approves, because the medical science team that producer sets up is not belonging to medical institutions, can only be consulting, can not diagnosis and treatment.If it addition, the equipment of producer is sold the most, the medical science team of needs is the biggest, and cost is the highest, and this also constrains the sale of equipment.
Summary of the invention
The present invention provides intelligent medical equipment real time data releasing method and system, and the present invention can support that the connection of more than ten thousand grades terminal units, data acquisition and data process simultaneously.
The present invention adopts the following technical scheme that
Intelligent medical equipment real time data releasing method, comprises the following steps:
Gather the data of sensing layer terminal unit based on Internet of Things transmission middleware and filter and store；
Based on described Internet of Things transmission middleware, the data stored are processed and analyze；
Data access internet of things equipment after above-mentioned process and analysis is dynamically managed.
Also include as the preferred technical solution of the present invention, the described data gathering sensing layer terminal unit based on Internet of Things transmission middleware the step carrying out filtering and storing: the data gathered are cached and inquire about.
As the preferred technical solution of the present invention, the described step data stored being processed and being analyzed based on described Internet of Things transmission middleware includes,
Based on described Internet of Things transmission middleware, the data stored are carried out Classification Management；
The data of above-mentioned Classification Management are analyzed.
As the preferred technical solution of the present invention, described the step that above-mentioned process and the data access internet of things equipment after analyzing dynamically manage is included:
Based on Internet of Things transmission middleware, outside abnormal terminals is completely cut off；
Described Internet of Things transmission middleware carries out early warning and is sent to early warning information gather sensing layer terminal unit the data after analyzing.
The another side of the present invention, intelligent medical equipment real time data management system, middleware is transmitted including Internet of Things, described Internet of Things transmission middleware connects sensing layer terminal unit, described Internet of Things transmission middleware includes that application layer, sensing layer and data Layer, described sensing layer are connected with described sensing layer terminal unit.
As the preferred technical solution of the present invention, described sensing layer terminal unit includes at least one in rfid interrogator, hand-held set, sensor, video, GPS, wearable device and healthy cabin.
As the preferred technical solution of the present invention, described driving layer will be from sensing layer terminal unit, and the data of different-format change into unified data standard form, are passed up to data Layer；The data carrying out self-driven layer resolve, filter by data Layer, association process between encryption and decryption, different pieces of information, be finally cached by valid data, for application layer.
As the preferred technical solution of the present invention, described application layer is provided with data early warning module, for the data received carry out early warning, such as, when the monitoring index in the data received is beyond threshold value, sends early warning and reminds.
The method have the advantages that 1, can support that the connection of more than ten thousand grades terminal units, data acquisition and data process simultaneously；2, in real time health data can be acquired, the real time health data of remote collection plurality of devices, support for whole health management system arranged offer data.
Accompanying drawing explanation
For the technical scheme being illustrated more clearly that in the embodiment of the present invention, the accompanying drawing used required in embodiment will be briefly described below, apparently, accompanying drawing in describing below is only some embodiments of the present invention, for those of ordinary skill in the art, on the premise of not paying creative work, it is also possible to obtain other accompanying drawing according to these accompanying drawings.
Fig. 1 is the flow process that the present invention is embodied as.
Detailed description of the invention
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is clearly and completely described, it is clear that described embodiment is only a part of embodiment of the present invention rather than whole embodiments.Based on the embodiment in the present invention, the every other embodiment that those of ordinary skill in the art are obtained under not making creative work premise, broadly fall into the scope of protection of the invention.
As it is shown in figure 1, the present invention provides intelligent medical equipment real time data releasing method, comprise the following steps:
Step S1: gather the data of sensing layer terminal unit based on Internet of Things transmission middleware and filter and store, the most also include that the data to gathering cache and inquire about, specially possesses the ability simultaneously by sensing layer terminal unit (rfid interrogator, hand-held set, sensor, video, GPS, wearable device, healthy cabin etc.) data access long-range for various supports, build real-time data acquisition system, remote concurrent gathers the real time health data of plurality of devices, supports for whole health management system arranged offer data.By merging the real-time data collection of these internet of things equipments, make full use of on this basis in real time and historical data information, set up one based on can distributed management and the open acquisition system of dispersion housing choice behavior.
Step S2: the data stored are processed and analyze based on described Internet of Things transmission middleware, including step S2a: based on described Internet of Things transmission middleware, the data stored are carried out Classification Management, such as different sensing layer terminal units is carried out Classification Management, it is also possible to the data of different crowd are carried out Classification Management；Step S2b: the data of above-mentioned Classification Management are analyzed.
Step S3: the data access internet of things equipment after above-mentioned process and analysis is dynamically managed, including step S3a: outside abnormal terminals is completely cut off based on Internet of Things transmission middleware；Step S3b: described Internet of Things transmission middleware carries out early warning and is sent to early warning information gather sensing layer terminal unit the data after analyzing, specially realize internet of things equipment real time data acquisition, storage function, support that mass data filters, caches, inquires about, realize accessing internet of things equipment simultaneously and dynamically manage.Take into account the upper layer application requirement to aspects such as the compatibility of platform, extensibilities, provide data support to service for upper layer substance working application by unified database service interface.May also function as completely cutting off outside illegal terminal to the transmission of native system, control by Internet of Things transmission middleware, improve Information Security, it is ensured that customer information safety.
The another side of the present invention, intelligent medical equipment real time data management system, middleware is transmitted including Internet of Things, described Internet of Things transmission middleware connects sensing layer terminal unit, described Internet of Things transmission middleware includes that application layer, sensing layer and data Layer, described sensing layer are connected with described sensing layer terminal unit.
In the present invention, at least one during sensing layer terminal unit includes rfid interrogator, hand-held set, sensor, video, GPS, wearable device and healthy cabin.
In the present invention, described driving layer will be from sensing layer terminal unit, and the data of different-format change into unified data standard form, are passed up to data Layer；The data carrying out self-driven layer resolve, filter by data Layer, association process between encryption and decryption, different pieces of information, be finally cached by valid data, for application layer.
In the present invention, described application layer is provided with data early warning module, for the data received carry out early warning, such as, when the monitoring index in the data received is beyond threshold value, sends early warning and reminds.
Preferred embodiment is in the present invention, intelligent medical equipment real time data management system can including, several Internet of Things transmission middleware realizes more preferably data and stores and treatment effect, such as, in the case of the most single Internet of Things transmission middleware, it is possible to achieve support that the connection of more than ten thousand grades terminal units, data acquisition and data process simultaneously；Support the data handling capacity of more than 10000000, possess the Real-time and Concurrent disposal ability of more than 500,000；Support concurrently to inquire about more than 1000；Second level time inquiring annual data.
In the present invention, developing different drivings according to the difference of bottom internet of things equipment communications protocol, these drive the driving layer of constituent networking transport middleware.Driving layer will be from equipment, and the data of different-format change into unified data standard form, are passed up to data analysis layer；The data carrying out self-driven layer resolve, filter by data analysis layer, association process between encryption and decryption, different pieces of information, be finally cached by valid data, for application layer.
In the present invention, application layer mainly includes integrated monitoring system, decision analysis and support system and intelligent cloud application system based on big data platform, such that it is able to realize the analysis to Monitoring Data and application.Further, integrated monitoring system be integrate storage, monitor, control, report to the police, link, the comprehensive maneuvering platform of the function such as commander.There is features such as " centralized management, decentralised control, overall monitor, safety interactions ".Integrated monitoring system is supplied to the ways of presentation of user, the instrument such as including uniform client display frame, configuration, form, cartogram, trendgram.Decision analysis and support system are for gathering, store, retrieve, show, analyze by the way of sing on web, improving the visuality of backstage mass data with multiple display form (historical trend, block diagram, real time data, form and form etc.), the most direct decision-making foundation is provided for policymaker, thus realize the linkage between each system, improve the efficiency to data management and can realize collection data are maximally utilized.
The above; being only the detailed description of the invention of the present invention, but protection scope of the present invention is not limited thereto, any those skilled in the art is in technical scope disclosed by the invention; the change that can readily occur in or replacement, all should contain within protection scope of the present invention.Therefore, protection scope of the present invention should be as the criterion with described scope of the claims.
Claims (8)
1. intelligent medical equipment real time data releasing method, it is characterised in that comprise the following steps:
Gather the data of sensing layer terminal unit based on Internet of Things transmission middleware and filter and store；
Based on described Internet of Things transmission middleware, the data stored are processed and analyze；
Data access internet of things equipment after above-mentioned process and analysis is dynamically managed.
Intelligent medical equipment real time data releasing method the most according to claim 1, it is characterized in that, the described data gathering sensing layer terminal unit based on Internet of Things transmission middleware the step carrying out filtering and storing also include: the data gathered are cached and inquired about.
Intelligent medical equipment real time data releasing method the most according to claim 1, it is characterised in that the described step data stored being processed and being analyzed based on described Internet of Things transmission middleware includes,
Based on described Internet of Things transmission middleware, the data stored are carried out Classification Management；
The data of above-mentioned Classification Management are analyzed.
4. according to the arbitrary described intelligent medical equipment real time data releasing method of claim 1-3, it is characterised in that described the step that above-mentioned process and the data access internet of things equipment after analyzing dynamically manage is included:
Based on Internet of Things transmission middleware, outside abnormal terminals is completely cut off；
Described Internet of Things transmission middleware carries out early warning and is sent to early warning information gather sensing layer terminal unit the data after analyzing.
5. intelligent medical equipment real time data management system, it is characterized in that, middleware is transmitted including Internet of Things, described Internet of Things transmission middleware connects sensing layer terminal unit, described Internet of Things transmission middleware includes that application layer, sensing layer and data Layer, described sensing layer are connected with described sensing layer terminal unit.
Intelligent medical equipment real time data management system the most according to claim 5, it is characterised in that described sensing layer terminal unit includes at least one in rfid interrogator, hand-held set, sensor, video, GPS, wearable device and healthy cabin.
Intelligent medical equipment real time data management system the most according to claim 5, it is characterised in that described driving layer will be from sensing layer terminal unit, and the data of different-format change into unified data standard form, are passed up to data Layer；The data carrying out self-driven layer resolve, filter by data Layer, association process between encryption and decryption, different pieces of information, be finally cached by valid data, for application layer.
Intelligent medical equipment real time data management system the most according to claim 5, it is characterised in that described application layer is provided with data early warning module, for carrying out early warning to the data received；When the monitoring index in the data received is beyond threshold value, sends early warning and remind.
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107705824A (en) * | 2017-10-24 | 2018-02-16 | 魏婷婷 | A kind of intelligent region emergency medical data acquisition and storage method |
| CN108512932A (en) * | 2018-04-13 | 2018-09-07 | 唐山新质点科技有限公司 | A kind of data processing method and system |
| CN109102854A (en) * | 2018-08-28 | 2018-12-28 | 苏州德品医疗科技股份有限公司 | A kind of medical Internet of Things detection system based on wearing detection |
| CN109920531A (en) * | 2019-02-27 | 2019-06-21 | 澹泊科技(苏州)有限公司 | A kind of intelligent medical equipment real time data management system |
| CN110347662A (en) * | 2019-07-12 | 2019-10-18 | 之江实验室 | A kind of multicenter medical data construction standard system based on generic data model |
| WO2021238425A1 (en) * | 2020-05-29 | 2021-12-02 | 京东方科技集团股份有限公司 | Health data management method, device and system |
| WO2021249197A1 (en) * | 2020-06-09 | 2021-12-16 | 京东方科技集团股份有限公司 | Data processing method, data processing apparatus, and health management apparatus |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN107705824A (en) * | 2017-10-24 | 2018-02-16 | 魏婷婷 | A kind of intelligent region emergency medical data acquisition and storage method |
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| WO2021249197A1 (en) * | 2020-06-09 | 2021-12-16 | 京东方科技集团股份有限公司 | Data processing method, data processing apparatus, and health management apparatus |
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Application publication date: 20160921 |