CN111383748A - Medical integrated platform system based on elastic calculation and 5G technology - Google Patents
Medical integrated platform system based on elastic calculation and 5G technology Download PDFInfo
- Publication number
- CN111383748A CN111383748A CN202010155684.8A CN202010155684A CN111383748A CN 111383748 A CN111383748 A CN 111383748A CN 202010155684 A CN202010155684 A CN 202010155684A CN 111383748 A CN111383748 A CN 111383748A
- Authority
- CN
- China
- Prior art keywords
- service
- data
- platform
- medical
- management
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000005516 engineering process Methods 0.000 title claims abstract description 35
- 238000004364 calculation method Methods 0.000 title claims abstract description 10
- 238000012545 processing Methods 0.000 claims abstract description 48
- 230000005540 biological transmission Effects 0.000 claims abstract description 29
- 238000006243 chemical reaction Methods 0.000 claims abstract description 7
- 238000007726 management method Methods 0.000 claims description 65
- 238000012544 monitoring process Methods 0.000 claims description 34
- 238000000034 method Methods 0.000 claims description 25
- 230000008569 process Effects 0.000 claims description 14
- 230000002159 abnormal effect Effects 0.000 claims description 8
- 238000013475 authorization Methods 0.000 claims description 8
- 238000001514 detection method Methods 0.000 claims description 7
- 238000013500 data storage Methods 0.000 claims description 6
- 238000011156 evaluation Methods 0.000 claims description 6
- 230000004044 response Effects 0.000 claims description 6
- 238000003860 storage Methods 0.000 claims description 5
- 238000013480 data collection Methods 0.000 claims description 3
- 230000002452 interceptive effect Effects 0.000 abstract description 4
- 238000009826 distribution Methods 0.000 abstract description 3
- 230000010354 integration Effects 0.000 description 19
- 238000010586 diagram Methods 0.000 description 8
- 238000004458 analytical method Methods 0.000 description 3
- 238000004891 communication Methods 0.000 description 3
- 230000003993 interaction Effects 0.000 description 3
- 239000008280 blood Substances 0.000 description 2
- 210000004369 blood Anatomy 0.000 description 2
- 239000003999 initiator Substances 0.000 description 2
- 238000004519 manufacturing process Methods 0.000 description 2
- 238000012986 modification Methods 0.000 description 2
- 230000004048 modification Effects 0.000 description 2
- 238000012360 testing method 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
- 230000009286 beneficial effect Effects 0.000 description 1
- 230000036772 blood pressure Effects 0.000 description 1
- 230000036760 body temperature Effects 0.000 description 1
- 238000004140 cleaning Methods 0.000 description 1
- 238000007405 data analysis Methods 0.000 description 1
- 238000013523 data management Methods 0.000 description 1
- 238000003745 diagnosis Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 210000002458 fetal heart Anatomy 0.000 description 1
- 238000009472 formulation Methods 0.000 description 1
- 239000008103 glucose Substances 0.000 description 1
- 230000036541 health Effects 0.000 description 1
- 230000006872 improvement Effects 0.000 description 1
- 230000007774 longterm Effects 0.000 description 1
- 238000012423 maintenance Methods 0.000 description 1
- 238000013507 mapping Methods 0.000 description 1
- 239000000203 mixture Substances 0.000 description 1
- 230000010076 replication Effects 0.000 description 1
- 230000001360 synchronised effect Effects 0.000 description 1
- 230000009897 systematic effect Effects 0.000 description 1
- 230000000007 visual effect Effects 0.000 description 1
Images
Classifications
-
- 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
- G16H40/20—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 management or administration of healthcare resources or facilities, e.g. managing hospital staff or surgery rooms
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F21/00—Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
- G06F21/60—Protecting data
- G06F21/62—Protecting access to data via a platform, e.g. using keys or access control rules
- G06F21/6218—Protecting access to data via a platform, e.g. using keys or access control rules to a system of files or objects, e.g. local or distributed file system or database
-
- 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
- G16H40/67—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 remote operation
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
- H04L63/0807—Network architectures or network communication protocols for network security for authentication of entities using tickets, e.g. Kerberos
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/08—Network architectures or network communication protocols for network security for authentication of entities
- H04L63/0876—Network architectures or network communication protocols for network security for authentication of entities based on the identity of the terminal or configuration, e.g. MAC address, hardware or software configuration or device fingerprint
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
- H04L67/1001—Protocols in which an application is distributed across nodes in the network for accessing one among a plurality of replicated servers
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/12—Protocols specially adapted for proprietary or special-purpose networking environments, e.g. medical networks, sensor networks, networks in vehicles or remote metering networks
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
- H04W12/06—Authentication
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W12/00—Security arrangements; Authentication; Protecting privacy or anonymity
- H04W12/60—Context-dependent security
- H04W12/69—Identity-dependent
- H04W12/72—Subscriber identity
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W4/00—Services specially adapted for wireless communication networks; Facilities therefor
- H04W4/30—Services specially adapted for particular environments, situations or purposes
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L63/00—Network architectures or network communication protocols for network security
- H04L63/10—Network architectures or network communication protocols for network security for controlling access to devices or network resources
- H04L63/101—Access control lists [ACL]
Landscapes
- Engineering & Computer Science (AREA)
- Computer Networks & Wireless Communication (AREA)
- Signal Processing (AREA)
- Health & Medical Sciences (AREA)
- Computer Security & Cryptography (AREA)
- General Health & Medical Sciences (AREA)
- Business, Economics & Management (AREA)
- General Business, Economics & Management (AREA)
- Medical Informatics (AREA)
- Computer Hardware Design (AREA)
- General Engineering & Computer Science (AREA)
- Biomedical Technology (AREA)
- Computing Systems (AREA)
- Primary Health Care (AREA)
- Epidemiology (AREA)
- Public Health (AREA)
- Theoretical Computer Science (AREA)
- Power Engineering (AREA)
- Databases & Information Systems (AREA)
- Bioethics (AREA)
- Software Systems (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Medical Treatment And Welfare Office Work (AREA)
Abstract
The invention discloses a medical integrated platform system based on elastic calculation and 5G technology, wherein a metadata management platform is used for formulating a basic data standard according to medical metadata and establishing a corresponding conversion relation of the basic data standard with other systems; the integrated configuration development center is used for managing service configuration; the service platform is used for registering, arranging and releasing the service provided by the third party and setting the service state; the interface platform is used for managing an interface provided by the service based on the service platform; the platform system adopts a micro-service distributed architecture, the hardware is distributed by adopting an elastic calculation mode, and a data transmission protocol supporting a 5G technology is adopted among the platforms. By the technical scheme, the flexibility of hardware distribution and interactive service deployment is realized, the concurrency efficiency of service processing is improved, and the management of medical data, service configuration and arrangement, service authority management, message management and interface management are realized.
Description
Technical Field
The invention relates to the technical field of medical systems, in particular to a medical integrated platform system based on elastic calculation and 5G technology.
Background
The existing medical integrated platform is mainly an integrated platform built based on a hospital system, a Webservice technology is adopted, a standard protocol is an HL7 engine, and a data transmission mode is XML. The medical integrated platform is divided into data integration and flow integration, but in the prior art, the following problems mainly exist:
1. hardware servers deployed on the medical integrated platform are fixedly distributed and cannot be distributed as required, and the adopted technical architecture is an integrated bus architecture and has high requirements on hardware;
2. the protocol supported by the current medical integrated platform is mainly HTTP protocol, and does not support CoAP and MQTT protocols of 5G;
3. the medical integrated platform mainly faces interfaces of all systems of a system in a hospital and an interface of an access area supervision platform, and monitoring data of Internet of things equipment such as blood pressure monitoring equipment, blood glucose monitoring equipment, fetal heart monitoring equipment and the like related to access examination is not considered to be included in the medical integrated platform under the application of a 5G technology, so that medical monitoring data is improved;
4. although an HL7 engine is adopted, the standards of HL7 are many, such as HL7V2\ V3\ CDA \ FHIR and the like, and the applicable set of standards is not indicated; in addition, HL7 is an international standard, a plurality of medical standards exist in China, and a plurality of metadata management schemes for data transmission do not have a clear implementation scheme, so that a large amount of data cleaning work is required during data integration; or complex data conversion work is needed when the process integration is carried out;
5. the Webservice technology is adopted, but when the Webservice technology realizes real-time concurrent access, such as access for more than 1000 times per second, the response is very slow, and the access speed is influenced;
6. the authorized access of the unmanaged integrated platform is not guaranteed in safety, and once an access link is intercepted, serious safety problems can be caused;
7. service/data sources of the integrated platform are not monitored and notified relatively, and once a certain service/data source is abnormal, flow integration is greatly influenced;
8. the registration, configuration and arrangement of the service in/out of the hospital are not carried out in a visual and easy-to-use mode, and the service registration and service arrangement are carried out in a code mode, so that the maintenance and the use are not easy.
Disclosure of Invention
Aiming at least one of the problems, the invention provides a medical integrated platform system based on elastic computation and 5G technology, which realizes information interaction by butting data to an internal system of a hospital and an external system of the hospital through a medical integrated platform constructed by adopting a micro-service distributed architecture, and realizes the flexibility of hardware distribution and interactive service deployment under the elastic computation method, thereby improving the concurrency efficiency of service processing and realizing the management of medical data, service configuration and arrangement, service authority management, message management and interface management.
In order to achieve the above object, the present invention provides a medical integrated platform system based on elastic computing and 5G technology, comprising: the system comprises a metadata management platform, an integrated configuration development center, a service platform and an interface platform; the metadata management platform is used for formulating a basic data standard according to the medical metadata and establishing a corresponding conversion relation of the basic data standard with other systems so as to realize data synchronization among the systems; the integrated configuration development center is used for managing service configuration, including data source management, server management and configuration file management by using a workbench; the service platform is used for registering, arranging and releasing services provided by a third party, and setting the access authority of the services, the access route of the services and the state of the detection services; the interface platform is used for managing an interface provided by the service on the basis of the service platform; the metadata management platform, the integrated configuration development center, the service platform and the interface platform adopt a micro-service distributed architecture, an elastic calculation mode is adopted to distribute hardware, and a data transmission protocol supporting a 5G technology is adopted among the platforms.
In the above technical solution, preferably, the management process of the metadata management platform is as follows: uploading and inputting a newly added medical standard document, judging whether the medical standard document is a subset of a data set, if so, taking out a corresponding field according to the data set, and if not, uploading the medical standard document; and judging whether the medical standard document needs to be structured, if so, respectively filling a value field document field, a data element document field, a data set document field and a statistical index document field according to the standard type of the medical standard document, and if not, directly storing the medical standard document.
In the above technical solution, preferably, the management process of the integrated configuration development center is as follows: creating a service in a service list, and publishing the service after the service is arranged; editing a corresponding configuration file for the created service configuration data source; interface management, service heartbeat monitoring, service access control and service routing setting are carried out on the issued service so as to realize tenant management and server cluster management.
In the above technical solution, preferably, the interface platform is connected to a hospital external system, the hospital external system sends a service request to an API route, the API route determines whether a user sending the service request exists and whether a passed request token is correct, if yes, the service request is distributed to a service processing server through load balancing, and the service processing server connects a data source or calls a Web service to perform service processing, and returns a service processing result to the service processing server and calls a log writing queue.
In the above technical solution, preferably, the procedure of detecting the service is as follows: selecting the type of the heartbeat service as a service or a database; if the database is selected, selecting from the existing data source list, and if the service is selected, selecting from the existing service list; filling in the frequency of service heartbeat monitoring, corresponding overtime time and error times, and selecting a pushing person and a pushing mode of an abnormal message when the abnormal service is monitored; accessing a database or service to be monitored at regular time according to the service heartbeat monitoring frequency, and recording a detection log; and if the heartbeat monitoring access is normal, repeating the monitoring, if the access is overtime, recording the number of errors, and pushing an access error message to a pushing mode corresponding to a pushing person when the number of errors reaches the preset configured overtime number.
In the above technical solution, preferably, the microservice distributed architecture includes a client, a routing server, a load balancer, a log server, a service processing server, and a hospital external system; the client sends an access request to the routing server, the routing server forwards the access request to the load balancing server, the load balancing server sends the access request to the service processing servers according to the load of each service processing server and the algorithm of response, the service processing servers are connected with the hospital external system and perform service processing by using the corresponding hospital external system according to the access request, and the service processing servers write the log of the processing service into the log server.
In the above technical solution, preferably, the device comprises a device registration module, a device data collection module, a data encryption module, a data decryption module, a data storage module, an evaluation module and a message module on the basis of the internet of things device connected to the interface platform, wherein the device registration module is configured to register the type and the unique ID of the internet of things device, so as to bind the device with the basic information of the user; the equipment data collecting module is used for collecting relevant data of the user in real time; the data encryption module is used for encrypting the transmitted user related data by adopting an asymmetric encryption algorithm before the 5G network transmission and transmitting the encrypted data; the data decryption module is used for decrypting the user related data by adopting a secret key after receiving the encrypted data, judging whether the received data accords with normal data of a transmission rule or not, and storing the data through the data storage module if the received data accords with the normal data of the transmission rule; the evaluation module evaluates and judges the stored data according to preset rules and data trends of different types of data of users, and sends reminding messages to preset pushers one by one through the message module when the preset conditions are met.
In the above technical solution, preferably, the device data collecting module includes a data collecting unit, a local database and a data transmitting unit, and the data collecting unit is configured to collect basic data information of a user, application scene classification data information and device data information in real time, and send the collected data to the local database for storage; the stored data is converted into a data packet which accords with a data transmission protocol supporting the 5G technology through the data transmission unit, and the data to be transmitted is transmitted after being encrypted and converted.
In the above technical solution, preferably, the service platform packages the service into components in a graphical manner, uses the service components in a dragging manner, and sets the sequence of the service components in a connection manner.
In the above technical solution, preferably, the interface platform sets different access authorization manners by using an IP access control manner for different services in a hospital, sets an IP white list for different services, and an IP in the IP white list can access the corresponding service; the interface platform authorizes different services outside a hospital in a user name and token request mode, only the user name which is registered in advance can access the corresponding service, and a token signature is required to be requested to authenticate each time the service is accessed.
Compared with the prior art, the invention has the beneficial effects that: the medical integrated platform constructed by adopting a micro-service distributed architecture is used for butting data to a hospital internal system and a hospital external system to realize information interaction, and the flexibility of hardware distribution and interactive service deployment is realized under the method of elastic calculation, so that the concurrency efficiency of service processing is improved, and the management of medical data, service configuration and arrangement, service authority management, message management and interface management are realized.
Drawings
FIG. 1 is a schematic overall framework structure diagram of a medical integrated platform system based on elastic computing and 5G technology according to an embodiment of the invention;
FIG. 2 is a schematic block diagram illustrating a metadata management process according to an embodiment of the present invention;
FIG. 3 is a schematic block diagram of an integrated configuration development center management process according to an embodiment of the present invention;
FIG. 4 is a schematic block diagram illustrating an external access flow disclosed in one embodiment of the present invention;
FIG. 5 is a schematic block diagram of a service monitoring logic according to an embodiment of the disclosure;
FIG. 6 is a schematic diagram of a distributed architecture of microservice according to an embodiment of the present disclosure;
fig. 7 is a schematic diagram of a data transmission method based on a 5G technology data transmission protocol according to an embodiment of the present invention;
fig. 8 is a schematic block diagram of a data acquisition mode of a device based on a data transmission protocol of a 5G technology according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, but not all, embodiments of the present invention. All other embodiments, which can be obtained by a person skilled in the art without any inventive step based on the embodiments of the present invention, are within the scope of the present invention.
The invention is described in further detail below with reference to the attached drawing figures:
as shown in fig. 1, the medical integrated platform system based on elastic computing and 5G technology according to the present invention includes: the system comprises a metadata management platform, an integrated configuration development center, a service platform and an interface platform; the metadata management platform is used for formulating a basic data standard according to the medical metadata and establishing a corresponding conversion relation of the basic data standard with other systems so as to realize data synchronization among the systems; the integrated configuration development center is used for managing service configuration, including data source management, server management and configuration file management by using a workbench; the service platform is used for registering, arranging and releasing the service provided by the third party, setting the service access authority, the service access route and the service detection state; the interface platform is used for managing an interface provided by the service based on the service platform; the metadata management platform, the integrated configuration development center, the service platform and the interface platform adopt a micro-service distributed architecture, the hardware is distributed in an elastic calculation mode, and a data transmission protocol supporting a 5G technology is adopted among the platforms.
In this embodiment, the metadata Management is from document Management of Medical standards to formulation of Medical metadata, and the basic data standards of Medical institutions are formulated according to the Medical metadata, and the basic data standards are synchronized with other Systems, such as HIS (Hospital Information System ) \\ EMR (Electronic Medical Record, computerized Medical Record System) \ LIS (Laboratory Information Management System ) \\ PACS (Picture Archiving and Communication System), etc., or conversion relationships corresponding to the basic data standards are established in other Systems, so that data can be processed according to the metadata standards in an interactive process, and finally, metadata related analysis, such as data maps, metadata blood System analysis, metadata influence analysis, etc., can be performed. The integrated configuration development center manages service configuration, and relates to data source management, server management, service configuration by adopting a workbench and file management in configuration. The service platform registers, arranges and releases the service provided by the third party, sets the authority of service access, sets the access route of the service and monitors the state of the service. The interface platform is interface management provided to the outside (outside the hospital) based on services on the service platform, and mainly comprises management of users needing to call the interface outside the hospital, namely tenant management, and interface management, namely management of which services can be accessed by the tenant. Interface access control is to manage traffic and the like of tenant access services.
In the above embodiment, the technical architecture adopted by the medical integration platform system is a micro-service distributed technical architecture, and the micro-service distributed architecture can perform related allocation on the hardware deployed by the medical integration platform in an elastic calculation manner, and can automatically allocate the hardware from the server cluster according to the requested access amount assumed by the medical integration platform, and adopt API GATEWAY to complete functions such as load balancing, flow control, dynamic routing, and the like. Besides completing the integration of the Webservice type service, the integration of the RestAPI type service is also supported. On the basis of supporting the HTTP protocol, the data transmission protocol of the 5G technology is also supported, and on the basis, the problems of registration, message pushing, monitoring, data analysis, data alarming and the like of wearable equipment of the Internet of things equipment in the hospital admission diagnosis and treatment process can be solved, so that long-term tracking management of detection data of patients, particularly patients suffering from chronic diseases, is realized.
Specifically, the data transmission protocol supporting the 5G technology includes CoAP and MQTT protocols, where the CoAP protocol is a protocol based on REST architecture, the transport layer is UDP, and the network layer is 6LowPAN (IPv 6 for low power consumption wireless local area network). CoAP is an application layer protocol in a 6LowPAN protocol stack, is based on the architectural style of REST, supports interaction with REST, can access Internet of things equipment by using the CoAP protocol like using HTTP protocol, and uses a simple binary format with a minimum of 4 bytes in the CoAP message format. The MQTT protocol is a many-to-many protocol in which multiple clients pass messages through a central proxy. The MQTT protocol decouples producers and consumers by letting clients publish messages, broker message routing and replication, which is currently the best real-time communication bus.
In addition, various medical standards, systems, and specifications issued by the health care committee at present involve defining a value range of metadata, a data element, a data set, a statistical index, and the like. The invention solves the problem of data standard in data integration and process integration by adopting a systematic structured management method for the defined metadata in the standard specification, pushing and mapping the metadata with other systems butted by an integration platform and solving the problem of the data standard specification from the source of data management.
As shown in fig. 2, in the foregoing embodiment, preferably, the management flow of the metadata management platform is as follows: uploading and inputting the newly added medical standard document, judging whether the medical standard document is a subset of the data set, if so, taking out a corresponding field according to the data set, and if not, uploading the medical standard document; and judging whether the medical standard document needs to be structured, if so, respectively filling a value field document field, a data element document field, a data set document field and a statistical index document field according to the standard type of the medical standard document, and if not, directly storing the medical standard document. Preferably, the medical standard document is uploaded from the PDF file and entered into the system, and for the structuring, only value fields, data elements, data sets and statistical indexes are structured in the system at present (the structuring is to store metadata fields in the medical standard document in the PDF format into a database to form metadata).
Specifically, when a new medical standard document is added, a medical standard code and a medical standard name need to be input, a medical standard type needs to be selected, if a data set is selected, whether the data set is a data set subset or not needs to be selected, if the data set is not the data set subset, other fields of the medical standard need to be filled, and a standard file is uploaded. If the data set is a data set-subset, the data set to which the data set belongs needs to be selected, and after the data set is selected, the corresponding field content is brought out according to the stored fields of the data set without repeated filling. After the medical standard field is filled, whether the document content needs to be structured or not needs to be checked, and if the document content does not need to be structured, the document content is directly stored. If structuring is required, different fields may appear according to different data standard types. Or the first addition can be directly stored without checking the structurization. And structuring in a later stage by adopting an editing mode.
As shown in fig. 3, in the foregoing embodiment, preferably, the management flow of the integrated configuration development center is as follows: creating a service in the service list, and publishing the service after arranging the service; editing a corresponding configuration file for the created service configuration data source; interface management, service heartbeat monitoring, service access control and service routing setting are carried out on the issued service so as to realize tenant management and server cluster management.
Specifically, the overall flow of service configuration and service orchestration is to create services in a service list, with the data source configuration starting. The creation service is mainly used for maintaining the web service and rest service of a third party; the data source configuration is to maintain various types of data sources; the configuration file editing is to a third-party system which cannot provide Web service \ rest type service, if the service is configured and edited in a storage process and view mode, the previously maintained data source information is required to be selected when the service is configured; the publishing service is a service address which can be accessed through the integration platform and publishes a third-party service or a service configured by the service, and it should be noted that if a configuration file configured by the service/the service of the third party does not separately provide the service address, the publishing service is not needed, but the publishing service is performed after the service is arranged; the service arrangement is to combine registered third-party services and service configuration files through condition judgment, flow and the like, and after the service arrangement is completed, issuing services can generate service addresses for independent access; for the issued service, service heartbeat monitoring, access control, service route setting and the like are required. In addition to the above, the server cluster is managed, mainly by managing information related to the type of server, and the information is associated with the service route. The service heartbeat monitoring is used for managing whether the service can be normally accessed, and if the service cannot be normally accessed, the alarm information can be pushed in various modes. Service access control and tenant management are two forms of authorization to use a service. The service access control is mainly a method of adopting IP authorization for the internally accessed service. Tenant management, interface management, and interface access control are authorization of externally accessed services by means of a user or Token (request Token).
As shown in fig. 4, in the above embodiment, preferably, the interface platform is connected to an external system of a hospital, the external system of the hospital sends the service request to an API route, the API route determines whether a user sending the service request exists and whether the passed request token is correct, if the determination is yes, the service request is distributed to the service processing server through load balancing, and the service processing server connects to a data source or calls a Web service to perform service processing, and returns a service processing result to the user and calls a log writing queue at the same time.
In particular, hospital-external system access to services provided by the medical integration platform requires higher security requirements than hospital-internal (local area network) systems. Step one, a medical external system provides a service request to an API route, the API route judges whether a user exists or not, then judges whether the transmitted Token is correct or not, if the Token is correct, the next step is carried out, if the Token is incorrect, the Token is returned to an initiator, and the request of the initiator is rejected; secondly, the load balancing processing server distributes the request to a plurality of service processing servers to process the request; thirdly, the service processing server is connected with a data source or calls Web service to process the service; and fourthly, returning the service processing result and writing the log queue of the service call.
As shown in fig. 5, in the above embodiment, preferably, the procedure of detecting the service is as follows: selecting the type of the heartbeat service as a service or a database; if the database is selected, selecting from the existing data source list, and if the service is selected, selecting from the existing service list; filling in the frequency of service heartbeat monitoring, corresponding overtime time and error times, and selecting a pushing person and a pushing mode of an abnormal message when the abnormal service is monitored; accessing a database or service to be monitored at regular time according to the service heartbeat monitoring frequency, and recording a detection log; and if the heartbeat monitoring access is normal, repeating the monitoring, if the access is overtime, recording the number of errors, and pushing an access error message to a pushing mode corresponding to a pushing person when the number of errors reaches the preset configured overtime number.
Specifically, the service monitoring is to monitor the data source or service accessing the medical integration platform to determine whether the data source or service can be accessed normally. The method comprises the following steps that firstly, whether the type of heartbeat service is a service or a database is selected; secondly, if the database is the database, selecting from the existing data source list, and if the database is the service, selecting from the existing service list; filling in the frequency of service monitoring access, response overtime time and error times; fourthly, selecting a person needing to be pushed when the abnormal condition occurs in service monitoring and a pushing mode; fifthly, storing the configuration of the service heartbeat monitoring; step six, accessing a database or service to be monitored at regular time according to the access frequency of the service heartbeat monitoring; seventhly, recording a service monitoring log; eighthly, if the access is normal, repeating the access from the sixth step, and if the access is overtime, recording the error times; ninth, if the error times do not exceed the configured overtime times, repeating from the sixth step; tenth, pushing an access error message to related personnel; eleventh, if the service is no longer monitored, canceling the service monitoring.
The method comprises the steps of monitoring services and data sources accessed in a medical integrated platform in real time, monitoring the services/data sources according to the monitoring frequency of the services/data sources, and pushing messages such as short messages/enterprise micro messages/nails to corresponding personnel for processing when the access overtime time of the accessed services and data sources exceeds the configuration times.
As shown in fig. 6, in the above embodiment, preferably, the micro-service distributed architecture includes a client, a routing server, a load balancer, a log server, a service processing server and a hospital external system; the client sends an access request to the routing server, the routing server forwards the access request to the load balancing server, the load balancing server sends the access request to the service processing servers according to the load of each service processing server and the algorithm of response, the service processing servers are connected with the external systems of the hospitals and perform service processing by using the corresponding external systems of the hospitals according to the access request, and the service processing servers write the logs of the processing services into the log server.
Specifically, first, an access request sent by each client is submitted to a routing server, and the routing server can be deployed as multiple servers; then, the routing server forwards the request to a load balancing server; thirdly, the load balancing server forwards the request to the service processing servers according to the load of each service processing server and the response algorithm; fourthly, the service processing server is connected with other system servers such as an HIS server, an EMR server, an all-purpose card server, an LIS server and the like to carry out service processing; at the same time, the service processing server also writes the log into the log server.
As shown in fig. 7, in the above embodiment, preferably, on the basis of the internet of things device connected with the interface platform, the device includes a device registration module, a device data collection module, a data encryption module, a data decryption module, a data storage module, an evaluation module, and a message module, where the device registration module is configured to register the type and the unique ID of the internet of things device, and prove that the device is an internet of things device authorized by the integration platform to receive data, and the binding relationship between the device and the basic information of the patient; the equipment collecting data module is used for collecting relevant data of the user in real time in the process of using the Internet of things equipment; the data encryption module is used for encrypting the transmitted user related data by adopting an asymmetric encryption algorithm before the 5G network transmission and transmitting the encrypted data; the data decryption module is used for decrypting the user related data by adopting a secret key after receiving the encrypted data, judging whether the received data accords with normal data of a transmission rule, if the received data accords with the normal data of the transmission rule, storing the data through the data storage module, and if the received data accords with the normal data of the transmission rule, not processing the data; the evaluation module evaluates and judges the stored data according to preset rules and data trends of different types of data of users, and sends reminding messages to preset pushers one by one through the message module when the preset conditions are met. Besides the traditional HTTP protocol, the protocol for data transmission also supports the MQTT protocol and the CoAP protocol of the 5G technology.
As shown in fig. 8, in the above embodiment, preferably, the device data collecting module includes a data collecting unit, a local database and a data transmitting unit, where the data collecting unit is configured to collect, in real time, basic data information (patient personal information, region information, etc.) of a user, application scene classification data information (different scene classification data information such as motion, still, sleep, etc.) and device data information (different index information such as pulse, heart rate, body temperature, etc. collected under different scene classifications), and send the collected data to the local database for storage; the stored data is converted into a data packet which accords with a data transmission protocol supporting the 5G technology through a data transmission unit, and the data to be transmitted is encrypted and converted and then transmitted. The data packets conforming to the MQTT protocol are divided into: fixed header (Fixed header), Variable header (Variable header), and message body (payload), while packets conforming to the CoAP protocol also have compressed headers and message bodies and support asynchronous communication methods and URIs.
The medical integrated platform system based on the elastic computing and 5G technology provided by the embodiment is a medical integrated platform based on an elastic computing micro-service architecture. The architecture enables the scale and the volume of the service operated on the medical integrated platform to be lighter, saves time in the whole application link and improves efficiency. In terms of quality, the method is friendly to integrate, automatic compiling, unit and integrated test case execution and regression are achieved, and the overall quality of application is improved. In terms of stability, once the associated service has a problem, the whole service can be selectively degraded or fused, and the like, and all the measures are performed as usual after the problem service is recovered. In terms of growth, the micro-service architecture can be expanded according to medical business expansion without adjusting the whole framework. In terms of hardware, the deployment of the server cluster can flexibly allocate the resources of the servers according to the access amount of the medical integration platform.
In the above embodiment, preferably, the service platform encapsulates the service into components in a graphical manner, such as obtaining variables, XML input, JSON input, XML output, JSON output, SQL operation, executing a storage process, setting conditions, and the like, and can use the service components in a dragging manner and set the sequence of the service components in a connection manner. And after the corresponding attribute is set for the component, completing the configuration of one service. And in the graphical service configuration, the standard of HL7 FHIR is encapsulated into corresponding components, so that the conversion meeting the HL7 FHIR standard can be completed. The packaged patterned components are: start, end, service configuration, condition configuration, etc. The cooperation among all the services can be realized through the graphical service arrangement, and the effect of the medical integrated platform flow integration is achieved. Under the deployment of the distributed architecture, the gray-scale publishing can be performed on the services, namely, after some services are modified, the services can be published to one or a part of servers in the server cluster for testing, so that the validity of the services in the production environment can be verified, and the normal use of other services in the production environment is not influenced.
In the above embodiment, preferably, the interface platform sets different access authorization manners in an IP access control manner for different services in the hospital, sets an IP white list for the different services, and the IP in the IP white list can access the corresponding service only, and the terminal that is not within the authorization range of the IP white list cannot access the corresponding service. The interface platform authorizes different services outside the hospital in a user name and token request mode, only the user name which is registered in advance can access the corresponding service, and a token signature is required to be requested to authenticate each time the service is accessed. Specifically, in tenant management, the validity period of tenant access and the frequency of Token update are set. Only when the system in the tenant list calls the service interface, the tenant code and Token are provided, and the service interface can be correctly accessed, otherwise, the service interface cannot be accessed. In addition, the authority management is also used for managing the flow control of each tenant for accessing the service interface, the tenant can access only the service interface within the authorization range of the tenant, the access times cannot exceed the flow control limit times, the maximum times of access per second are set for different services accessed by each user, and the stability of the medical integrated platform service is ensured.
The above is only a preferred embodiment of the present invention, and is not intended to limit the present invention, and various modifications and changes will occur to those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.
Claims (10)
1. A medical integrated platform system based on elastic computing and 5G technology, which is characterized by comprising: the system comprises a metadata management platform, an integrated configuration development center, a service platform and an interface platform;
the metadata management platform is used for formulating a basic data standard according to the medical metadata and establishing a corresponding conversion relation of the basic data standard with other systems so as to realize data synchronization among the systems;
the integrated configuration development center is used for managing service configuration, including data source management, server management and configuration file management by using a workbench;
the service platform is used for registering, arranging and releasing services provided by a third party, and setting the access authority of the services, the access route of the services and the state of the detection services;
the interface platform is used for managing an interface provided by the service on the basis of the service platform;
the metadata management platform, the integrated configuration development center, the service platform and the interface platform adopt a micro-service distributed architecture, an elastic calculation mode is adopted to distribute hardware, and a data transmission protocol supporting a 5G technology is adopted among the platforms.
2. The medical integrated platform system based on elastic computing and 5G technology as claimed in claim 1, wherein the management flow of the metadata management platform is as follows:
uploading and inputting a newly added medical standard document, judging whether the medical standard document is a subset of a data set, if so, taking out a corresponding field according to the data set, and if not, uploading the medical standard document;
and judging whether the medical standard document needs to be structured, if so, respectively filling a value field document field, a data element document field, a data set document field and a statistical index document field according to the standard type of the medical standard document, and if not, directly storing the medical standard document.
3. The medical integrated platform system based on elastic computing and 5G technology as claimed in claim 1, wherein the management process of the integrated configuration development center is as follows:
creating a service in a service list, and publishing the service after the service is arranged;
editing a corresponding configuration file for the created service configuration data source;
interface management, service heartbeat monitoring, service access control and service routing setting are carried out on the issued service so as to realize tenant management and server cluster management.
4. The medical integrated platform system based on elastic computing and 5G technology according to claim 1, wherein the interface platform is connected to a hospital external system, the hospital external system sends a service request to an API route, the API route judges whether a user sending the service request exists and whether a passed request token is correct, if so, the service request is distributed to a service processing server through load balancing, and the service processing server connects a data source or calls a Web service to perform service processing and returns a service processing result to the user and calls a log writing queue.
5. The medical integrated platform system based on elastic computing and 5G technology as claimed in claim 1, wherein the procedure for detecting the service is as follows:
selecting the type of the heartbeat service as a service or a database;
if the database is selected, selecting from the existing data source list, and if the service is selected, selecting from the existing service list;
filling in the frequency of service heartbeat monitoring, corresponding overtime time and error times, and selecting a pushing person and a pushing mode of an abnormal message when the abnormal service is monitored;
accessing a database or service to be monitored at regular time according to the service heartbeat monitoring frequency, and recording a detection log;
and if the heartbeat monitoring access is normal, repeating the monitoring, if the access is overtime, recording the number of errors, and pushing an access error message to a pushing mode corresponding to a pushing person when the number of errors reaches the preset configured overtime number.
6. The resilient computing and 5G technology based medical integrated platform system according to claim 1, wherein the micro-services distributed architecture comprises clients, routing servers, load balancers, log servers, service processing servers, and hospital external systems;
the client sends an access request to the routing server, the routing server forwards the access request to the load balancing server, the load balancing server sends the access request to the service processing servers according to the load of each service processing server and the algorithm of response, the service processing servers are connected with the hospital external system and perform service processing by using the corresponding hospital external system according to the access request, and the service processing servers write the log of the processing service into the log server.
7. The medical integrated platform system based on elastic computing and 5G technology as claimed in claim 1, which comprises a device registration module, a device data collection module, a data encryption module, a data decryption module, a data storage module, an evaluation module and a message module on the basis of the Internet of things devices connected with the interface platform,
the equipment registration module is used for registering the type and the unique ID identity code of the equipment of the Internet of things to realize the binding of the equipment and the basic information of the user;
the equipment data collecting module is used for collecting relevant data of the user in real time;
the data encryption module is used for encrypting the transmitted user related data by adopting an asymmetric encryption algorithm before the 5G network transmission and transmitting the encrypted data;
the data decryption module is used for decrypting the user related data by adopting a secret key after receiving the encrypted data, judging whether the received data accords with normal data of a transmission rule or not, and storing the data through the data storage module if the received data accords with the normal data of the transmission rule;
the evaluation module evaluates and judges the stored data according to preset rules and data trends of different types of data of users, and sends reminding messages to preset pushers one by one through the message module when the preset conditions are met.
8. The medical integrated platform system based on elastic computing and 5G technology according to claim 7, wherein the device data collecting module comprises a data acquisition unit, a local database and a data transmission unit,
the data acquisition unit is used for acquiring basic data information, application scene classification data information and equipment data information of a user in real time and sending the acquired data to the local database for storage;
the stored data is converted into a data packet which accords with a data transmission protocol supporting the 5G technology through the data transmission unit, and the data to be transmitted is transmitted after being encrypted and converted.
9. The medical integrated platform system based on elastic computing and 5G technology according to claim 1, wherein the service platform packages the services into components in a graphical manner, uses the service components in a dragging manner, and sets the sequence of the service components in a connecting manner.
10. The medical integrated platform system based on elastic computing and 5G technology according to claim 1, wherein the interface platform sets different access authorization modes for different services in a hospital by adopting an IP access control mode, sets an IP white list for different services, and the IP in the IP white list can access the corresponding service; the interface platform authorizes different services outside a hospital in a user name and token request mode, only the user name which is registered in advance can access the corresponding service, and a token signature is required to be requested to authenticate each time the service is accessed.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010155684.8A CN111383748A (en) | 2020-03-09 | 2020-03-09 | Medical integrated platform system based on elastic calculation and 5G technology |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN202010155684.8A CN111383748A (en) | 2020-03-09 | 2020-03-09 | Medical integrated platform system based on elastic calculation and 5G technology |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN111383748A true CN111383748A (en) | 2020-07-07 |
Family
ID=71218649
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN202010155684.8A Pending CN111383748A (en) | 2020-03-09 | 2020-03-09 | Medical integrated platform system based on elastic calculation and 5G technology |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN111383748A (en) |
Cited By (10)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112187513A (en) * | 2020-08-31 | 2021-01-05 | 四川羽影医疗科技有限公司 | Medical Internet of things cloud platform method and system based on big data and storage medium |
| CN112259213A (en) * | 2020-10-21 | 2021-01-22 | 微医云(杭州)控股有限公司 | Data transmission method, system, electronic equipment and storage medium |
| CN113345566A (en) * | 2021-07-07 | 2021-09-03 | 上海蓬海涞讯数据技术有限公司 | Hospital operation management data acquisition integrated device and system |
| CN113407611A (en) * | 2021-07-15 | 2021-09-17 | 罗慧 | Data integration and distribution platform and system |
| CN113595978A (en) * | 2021-06-23 | 2021-11-02 | 北京国电通网络技术有限公司 | Data communication method based on micro-service architecture and related equipment |
| CN115033207A (en) * | 2022-06-13 | 2022-09-09 | 四川数愈医疗科技有限公司 | Algorithm management method of medical cognitive intelligent scientific research platform |
| CN115086418A (en) * | 2022-07-22 | 2022-09-20 | 浙江中控技术股份有限公司 | Data transmission method, data transmission device and electronic equipment |
| CN115277699A (en) * | 2022-07-22 | 2022-11-01 | 江苏睿科大器机器人有限公司 | Intelligent device management cloud service platform applied to medical institution |
| CN115665274A (en) * | 2022-10-21 | 2023-01-31 | 广域铭岛数字科技有限公司 | Data transmission method and system of heterogeneous protocol, electronic device and storage medium |
| CN115732063A (en) * | 2021-08-27 | 2023-03-03 | 沈苏科技(苏州)股份有限公司 | Vaccine consumption monitoring system for vaccination |
Citations (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2004104877A1 (en) * | 2003-05-23 | 2004-12-02 | Iris-Geneve | Secure computer network system for personal data management |
| US20050203771A1 (en) * | 2004-03-11 | 2005-09-15 | Achan Pradeep P. | System and method to develop health-care information systems |
| KR20060024560A (en) * | 2004-09-14 | 2006-03-17 | 주식회사 케이티 | A hl7 event transfer system between open-hospitals and open-clinics, and a method thereof |
| CN1794250A (en) * | 2005-12-29 | 2006-06-28 | 中山大学 | Medical image network storage management system and method |
| US20130019282A1 (en) * | 2011-07-12 | 2013-01-17 | Bank Of America Corporation | Service Mediation Framework |
| CN104537103A (en) * | 2015-01-12 | 2015-04-22 | 用友医疗卫生信息系统有限公司 | Data processing method and device |
| US20150142475A1 (en) * | 2013-11-20 | 2015-05-21 | Medical Informatics Corp. | Distributed grid-computing platform for collecting, archiving, and processing arbitrary data in a healthcare environment |
| CN106506502A (en) * | 2016-11-15 | 2017-03-15 | 合肥工业大学 | A kind of multi-modal mobile electron medical records system and its method of work |
| CN106777092A (en) * | 2016-12-14 | 2017-05-31 | 大连大学 | The intelligent medical calling querying method of dynamic Skyline inquiries under mobile cloud computing environment |
| CN106850758A (en) * | 2016-12-30 | 2017-06-13 | 广州慧扬信息系统科技有限公司 | It is applied to the method for interchanging data of hospital information system |
| CN108494835A (en) * | 2018-03-08 | 2018-09-04 | 郑州云海信息技术有限公司 | The realization method and system of distributed dynamic routing based on Raft algorithms |
| CN108712329A (en) * | 2018-05-02 | 2018-10-26 | 山东汇贸电子口岸有限公司 | A kind of gateway and log recording retrieval device based on Elasticsearch |
| CN108962395A (en) * | 2018-09-06 | 2018-12-07 | 南京龙渊微电子科技有限公司 | One kind is acquired in real time based on parallel score rank physiological signal and analysis method |
| CN110047579A (en) * | 2019-04-08 | 2019-07-23 | 安徽汇迈信息科技有限公司 | A kind of information for hospital integrated platform system |
| CN110264165A (en) * | 2019-06-28 | 2019-09-20 | 张楠 | The Medical Equipment Purchase management system of modern hospital |
| CN110504037A (en) * | 2019-08-30 | 2019-11-26 | 深圳市汇健医疗工程有限公司 | The operating room digital operation station interconnected based on 5G technical information |
-
2020
- 2020-03-09 CN CN202010155684.8A patent/CN111383748A/en active Pending
Patent Citations (16)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| WO2004104877A1 (en) * | 2003-05-23 | 2004-12-02 | Iris-Geneve | Secure computer network system for personal data management |
| US20050203771A1 (en) * | 2004-03-11 | 2005-09-15 | Achan Pradeep P. | System and method to develop health-care information systems |
| KR20060024560A (en) * | 2004-09-14 | 2006-03-17 | 주식회사 케이티 | A hl7 event transfer system between open-hospitals and open-clinics, and a method thereof |
| CN1794250A (en) * | 2005-12-29 | 2006-06-28 | 中山大学 | Medical image network storage management system and method |
| US20130019282A1 (en) * | 2011-07-12 | 2013-01-17 | Bank Of America Corporation | Service Mediation Framework |
| US20150142475A1 (en) * | 2013-11-20 | 2015-05-21 | Medical Informatics Corp. | Distributed grid-computing platform for collecting, archiving, and processing arbitrary data in a healthcare environment |
| CN104537103A (en) * | 2015-01-12 | 2015-04-22 | 用友医疗卫生信息系统有限公司 | Data processing method and device |
| CN106506502A (en) * | 2016-11-15 | 2017-03-15 | 合肥工业大学 | A kind of multi-modal mobile electron medical records system and its method of work |
| CN106777092A (en) * | 2016-12-14 | 2017-05-31 | 大连大学 | The intelligent medical calling querying method of dynamic Skyline inquiries under mobile cloud computing environment |
| CN106850758A (en) * | 2016-12-30 | 2017-06-13 | 广州慧扬信息系统科技有限公司 | It is applied to the method for interchanging data of hospital information system |
| CN108494835A (en) * | 2018-03-08 | 2018-09-04 | 郑州云海信息技术有限公司 | The realization method and system of distributed dynamic routing based on Raft algorithms |
| CN108712329A (en) * | 2018-05-02 | 2018-10-26 | 山东汇贸电子口岸有限公司 | A kind of gateway and log recording retrieval device based on Elasticsearch |
| CN108962395A (en) * | 2018-09-06 | 2018-12-07 | 南京龙渊微电子科技有限公司 | One kind is acquired in real time based on parallel score rank physiological signal and analysis method |
| CN110047579A (en) * | 2019-04-08 | 2019-07-23 | 安徽汇迈信息科技有限公司 | A kind of information for hospital integrated platform system |
| CN110264165A (en) * | 2019-06-28 | 2019-09-20 | 张楠 | The Medical Equipment Purchase management system of modern hospital |
| CN110504037A (en) * | 2019-08-30 | 2019-11-26 | 深圳市汇健医疗工程有限公司 | The operating room digital operation station interconnected based on 5G technical information |
Cited By (14)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN112187513A (en) * | 2020-08-31 | 2021-01-05 | 四川羽影医疗科技有限公司 | Medical Internet of things cloud platform method and system based on big data and storage medium |
| CN112259213A (en) * | 2020-10-21 | 2021-01-22 | 微医云(杭州)控股有限公司 | Data transmission method, system, electronic equipment and storage medium |
| CN113595978A (en) * | 2021-06-23 | 2021-11-02 | 北京国电通网络技术有限公司 | Data communication method based on micro-service architecture and related equipment |
| CN113595978B (en) * | 2021-06-23 | 2023-08-01 | 北京国电通网络技术有限公司 | Data penetration method based on micro-service architecture and related equipment |
| CN113345566A (en) * | 2021-07-07 | 2021-09-03 | 上海蓬海涞讯数据技术有限公司 | Hospital operation management data acquisition integrated device and system |
| CN113407611A (en) * | 2021-07-15 | 2021-09-17 | 罗慧 | Data integration and distribution platform and system |
| CN115732063A (en) * | 2021-08-27 | 2023-03-03 | 沈苏科技(苏州)股份有限公司 | Vaccine consumption monitoring system for vaccination |
| CN115732063B (en) * | 2021-08-27 | 2023-11-14 | 沈苏科技(苏州)股份有限公司 | Vaccine consumption monitoring system for vaccination |
| CN115033207A (en) * | 2022-06-13 | 2022-09-09 | 四川数愈医疗科技有限公司 | Algorithm management method of medical cognitive intelligent scientific research platform |
| CN115033207B (en) * | 2022-06-13 | 2024-05-07 | 四川数愈医疗科技有限公司 | Algorithm management method of medical cognition intelligent scientific research platform |
| CN115086418A (en) * | 2022-07-22 | 2022-09-20 | 浙江中控技术股份有限公司 | Data transmission method, data transmission device and electronic equipment |
| CN115086418B (en) * | 2022-07-22 | 2022-12-27 | 浙江中控技术股份有限公司 | Data transmission method, data transmission device and electronic equipment |
| CN115277699A (en) * | 2022-07-22 | 2022-11-01 | 江苏睿科大器机器人有限公司 | Intelligent device management cloud service platform applied to medical institution |
| CN115665274A (en) * | 2022-10-21 | 2023-01-31 | 广域铭岛数字科技有限公司 | Data transmission method and system of heterogeneous protocol, electronic device and storage medium |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN111383748A (en) | Medical integrated platform system based on elastic calculation and 5G technology | |
| Shukla et al. | Identification and authentication in healthcare internet-of-things using integrated fog computing based blockchain model | |
| Liu et al. | Advanced block-chain architecture for e-health systems | |
| US10892045B2 (en) | Distributed grid-computing platform for collecting, archiving, and processing arbitrary data in a healthcare environment | |
| US20070124310A1 (en) | Distributed Computing System to Enable the Secure Exchange of Information Between Remotely Located Healthcare Applications | |
| CN111782620B (en) | Credit link automatic tracking platform and method thereof | |
| KR101814448B1 (en) | mobile health care system and mobile health dashboard providing system based on components using the same | |
| CN112307501B (en) | Big data system based on block chain technology, storage method and using method | |
| Garai et al. | Adaptive services with cloud architecture for telemedicine | |
| Soultanopoulos et al. | Data management of sensor signals for high bandwidth data streaming to the cloud | |
| Balakrishnan et al. | A Personalized Eccentric Cyber‐Physical System Architecture for Smart Healthcare | |
| CN116825263A (en) | Medical health data sharing management system and method based on Internet | |
| CN111370118A (en) | Diagnosis and treatment safety analysis method and device for cross-medical institution and computer equipment | |
| Zhou et al. | A novel cloud based auxiliary medical system for hypertension management | |
| US20020062338A1 (en) | Extensible thin server for computer networks | |
| KR20190048720A (en) | Personal Medical Device Information Model Structure Using CoAP-based FHIR Resources | |
| WO2023155437A1 (en) | Online-consultation-based data processing method, apparatus, and computer device | |
| Sanjana et al. | A framework for a secure e-health care system using IoT-based Blockchain technology | |
| Wang et al. | A novel security scheme for mobile healthcare in digital twin | |
| KR20170107190A (en) | mobile health care system and mobile health application providing system based on components using the same | |
| Weider et al. | A SOA service governance approach to u-healthcare system with mobility capability | |
| KR20180000502A (en) | Cloud-based device for processing data, and user device | |
| KR20170081520A (en) | Health data relay server and method based on cloud environment for stores the data in user's storage | |
| Alikhujaev | Microservices In IoT-based Remote Patient Monitoring Systems: Redesign of a Monolith | |
| Péntek et al. | Open IoT-based telemedicine hub and infrastructure |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| PB01 | Publication | ||
| PB01 | Publication | ||
| SE01 | Entry into force of request for substantive examination | ||
| SE01 | Entry into force of request for substantive examination |