CN112906051A - Intelligent medical data processing method and system and data center - Google Patents

Intelligent medical data processing method and system and data center Download PDF

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CN112906051A
CN112906051A CN202110229497.4A CN202110229497A CN112906051A CN 112906051 A CN112906051 A CN 112906051A CN 202110229497 A CN202110229497 A CN 202110229497A CN 112906051 A CN112906051 A CN 112906051A
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data
input
intelligent medical
acquiring
information
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CN112906051B (en
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董超
陈晓峰
张洁
姚俊虎
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Shanghai Blue Bodi Intelligent Engineering Co ltd
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    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
    • G06F21/62Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218Protecting 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
    • G06F21/6227Protecting 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 where protection concerns the structure of data, e.g. records, types, queries
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
    • G06F21/604Tools and structures for managing or administering access control systems
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F21/00Security arrangements for protecting computers, components thereof, programs or data against unauthorised activity
    • G06F21/60Protecting data
    • G06F21/62Protecting access to data via a platform, e.g. using keys or access control rules
    • G06F21/6218Protecting 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
    • G06F21/6245Protecting personal data, e.g. for financial or medical purposes
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44Arrangements for executing specific programs
    • G06F9/455Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533Hypervisors; Virtual machine monitors
    • G06F9/45558Hypervisor-specific management and integration aspects
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
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    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H10/00ICT specially adapted for the handling or processing of patient-related medical or healthcare data
    • G16H10/60ICT specially adapted for the handling or processing of patient-related medical or healthcare data for patient-specific data, e.g. for electronic patient records
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F9/00Arrangements for program control, e.g. control units
    • G06F9/06Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
    • G06F9/44Arrangements for executing specific programs
    • G06F9/455Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
    • G06F9/45533Hypervisors; Virtual machine monitors
    • G06F9/45558Hypervisor-specific management and integration aspects
    • G06F2009/45562Creating, deleting, cloning virtual machine instances

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Abstract

The invention provides an intelligent medical data processing method, an intelligent medical data processing system and a data center, which are applied to a server, wherein the server is connected with a plurality of intelligent medical terminals, and the method comprises the following steps: acquiring a first data stream in a medical information data pool, and constructing a mirror image text according to the first data stream; acquiring an information list input by the intelligent medical terminal, and extracting input characteristic values in the information list; acquiring associated data of the input characteristic values in the mirror image text, and constructing a data container according to the associated data; and acquiring a matching result of the input characteristic value and the data container, and outputting the matching result to the intelligent medical terminal. According to the invention, the automatic deployment of medical information data is realized by utilizing the container data center, so that a lightweight virtual machine can be realized through the container, excellent flexibility is provided for the intelligent medical terminal on the premise of fully considering the actual needs of the current operating environment, and meanwhile, the website of a third party is prevented from accessing the data service of the intelligent medical terminal.

Description

Intelligent medical data processing method and system and data center
Technical Field
The invention relates to the technical field of big data, in particular to an intelligent medical data processing method, an intelligent medical data processing system and a data center.
Background
With the rapid development of internet information technology and the construction of a regional intelligent medical service platform, the intelligent medical service can really realize the interconnection and intercommunication of medical information. The intelligent medical engineering is a multi-level data processing platform, and the fusion of intelligent medical information is finally realized by comprehensively processing and cooperatively utilizing various systems and multi-element data related information of the Internet of things by associating, estimating and combining data of a plurality of information sources. The intelligent medical industry structure and the benefit chain forming process are complex, and a new business model and a new service method are needed to integrate the benefit relation, adjust the benefit structure and change the distribution mode. In a hospital information system, an intelligent medical terminal is a very special medical information system, and doctors or patients can timely and accurately acquire corresponding medical information through the intelligent medical terminal, however, access addresses of data contents of the medical information are often easily stolen by data providers of some third parties and used in websites of the data providers of the third parties, so that a large number of users can access data services of the users through websites of other third parties, and a great potential safety hazard exists for privacy of the users.
The present invention has been made in view of the above.
Disclosure of Invention
The present invention is directed to solving at least one of the problems of the prior art. Therefore, the invention provides an intelligent medical data processing method, which realizes automatic deployment of medical information data by utilizing a container data center, so that a lightweight virtual machine can be realized through a container, excellent flexibility is provided for an intelligent medical terminal on the premise of fully considering the actual needs of the current operating environment, meanwhile, a website of a third party is prevented from accessing the data service of the intelligent medical terminal, so that any part in basic implementation is adjusted on the premise of not reconstructing application program codes, and options such as monitoring and workflow automation are provided.
The invention also provides an intelligent medical data processing system, which realizes the automatic deployment of medical information data by utilizing the container data center, so that a lightweight virtual machine can be realized through the container, excellent flexibility is provided for the intelligent medical terminal on the premise of fully considering the actual requirement of the current operating environment, meanwhile, a website of a third party is prevented from accessing the data service of the intelligent medical terminal, any part in basic implementation is adjusted on the premise of not reconstructing application program codes, and options such as monitoring and workflow automation are provided.
The invention further provides a data center.
According to a first aspect of the present invention, there is provided an intelligent medical data processing method applied to a server, where the server is connected to a plurality of intelligent medical terminals, the method including:
acquiring a first data stream in a medical information data pool, and constructing a mirror image text according to the first data stream;
acquiring an information list input by the intelligent medical terminal, and extracting input characteristic values in the information list;
acquiring associated data of the input characteristic values in the mirror image text, and constructing a data container according to the associated data;
and acquiring a matching result of the input characteristic value and the data container, and outputting the matching result to the intelligent medical terminal.
According to an embodiment of the present invention, the step of acquiring a first data stream in a medical information data pool and constructing a mirror image text according to the first data stream specifically includes:
and at the end node of a first preset time period, re-acquiring the first data stream in the medical information data pool, and updating the mirror image file.
Specifically, the present embodiment provides an implementation manner for constructing a mirror image text, and in use, there may be a case where a patient or a doctor adjusts data in the medical information data pool, for example, the treatment information, a prescription opened correspondingly, or a subsequent treatment plan is modified, and therefore, after a first preset time period elapses, a new first data stream acquisition is performed.
According to an embodiment of the present invention, the step of acquiring the information list input by the smart medical terminal and extracting the input feature value in the information list includes:
identifying a first characteristic value input by the intelligent medical terminal, and tracking the operation of the intelligent medical terminal with the input first characteristic value;
and acquiring a second data stream input by the intelligent medical terminal within a second preset time period, and generating the information list according to the first characteristic value and the second data stream.
Specifically, the embodiment provides an implementation mode for extracting the input feature value in the information list, and when the first feature value input in the intelligent medical terminal is identified, the intelligent medical terminal is continuously tracked, so that the purpose of acquiring the subsequent operation of the intelligent medical terminal is achieved.
Further, in a second preset time period, a second data stream input at the smart medical terminal is acquired, that is, in the second preset time period, corresponding operation information on the smart medical terminal is acquired.
Further, an information list including the first characteristic value and the second data stream is generated.
According to an embodiment of the present invention, the step of acquiring a second data stream input by the smart medical terminal within a second preset time period and generating the information list according to the first feature value and the second data stream includes:
acquiring characteristic value nodes in the second data stream and forming a first characteristic sequence;
acquiring the association degree of each characteristic value node in the first characteristic sequence and the first characteristic value, and rearranging the first characteristic sequence according to the association degree to form a second characteristic sequence based on the association degree;
and taking the first characteristic value and the second characteristic sequence as the input characteristic value.
Specifically, this embodiment provides an implementation manner of generating an information list according to a first feature value and a second data stream, and rearranges the first feature sequence according to the association degree between the feature value nodes and the first feature value, so that the feature straight nodes with higher association degree are ranked before examination in the second feature sequence.
According to an embodiment of the present invention, the step of obtaining associated data of the input feature value in the mirror image text and constructing a data container according to the associated data specifically includes:
acquiring the first characteristic value, acquiring associated data according to the association between the first characteristic value and the mirror image text, and extracting first medical information and second medical information in the associated data;
constructing a public warehouse based on the first medical information according to the associated data, wherein the content access right of the first medical information is public information;
establishing a private warehouse based on the second medical information according to the associated data, wherein the content of the second medical information is private information in a node with a preset verification key;
and generating the data container according to the public bin and the private bin.
Specifically, the embodiment provides an implementation mode for constructing a data container according to associated data, and first medical information and second medical information are acquired in a mirror image text according to a first characteristic, wherein the first medical information is public information, and the second medical information is medical information which needs to be accessed and verified.
According to an embodiment of the present invention, the step of generating the data container according to the public warehouse and the private warehouse specifically includes:
assigning a first virtual address to access the public compartment;
and allocating a second virtual address for accessing the private warehouse, and calling a virtual interface of the preset authentication key node, wherein the preset authentication key node is used for judging the validity of accessing the private warehouse.
In particular, the present embodiment provides an implementation of generating the data container according to the public bin and the private bin, where the data container is one or a group of applications that run independently, and an independent running environment, and the data container is a lightweight operating system level virtualization, which can allow a user to run the applications and their dependent items in a resource-isolated process.
Furthermore, the public warehouse and the private warehouse are allocated with the first virtual address and the second virtual address, so that when the data container is accessed, corresponding qualification can be directly allocated according to the type of information input at the intelligent medical terminal, and the private warehouse is provided with a virtual interface for calling a preset verification key node, so that when the private warehouse information is called, the legality of the access needs to be judged, and if the access is legal, the corresponding content of the private warehouse is allowed to be called.
According to an embodiment of the present invention, the step of obtaining a matching result between the input feature value and the data container and outputting the matching result to the smart medical terminal includes:
extracting a plurality of associated suspected results in the data container according to the second characteristic sequence;
and sorting according to the relevance between the plurality of suspected results and the first characteristic value to form a result sequence, and taking the result sequence as the matching result.
Specifically, the embodiment provides an implementation mode of acquiring the matching result of the input feature value and the data container and sending the matching result to the intelligent medical terminal, and extracting corresponding data in the data container according to a second feature sequence, wherein the second feature sequence is an arrangement with high relevance to low relevance, but the extracted result may not be unique, so that a plurality of suspected results need to be extracted to match with the first feature value to form a matching result, or the suspected results need to be sent to the intelligent medical terminal for selection of an operator.
In an application scenario, when Zhang III, an operation and a cost are input in an intelligent medical terminal, a plurality of suspected results related to Zhang III, the operation and the cost are obtained in a data container, a correlation sequence is generated according to Zhang III, the operation and the cost which are first characteristic values, further, a plurality of Zhang III or a plurality of information related to the operation of Zhang III are generated as matching results, or a plurality of costs related to the operation of Zhang III and the operation are generated, therefore, the results are generated into a result sequence according to a certain correlation, the result sequence is used as the matching result, and the matching result is further sent to the intelligent medical terminal for an operator to select.
According to an embodiment of the present invention, the step of extracting a plurality of associated suspected results in the data container according to the second feature sequence specifically includes:
and if the characteristic value of the second characteristic sequence points to the public bin, directly calling the first medical information.
Specifically, in this embodiment, an implementation manner of extracting a plurality of suspected results is provided, and if the feature value of the second feature sequence points to the public bin, the information related to the public bin acquired from the intelligent medical terminal is described, so that the first medical information in the public bin may be directly called.
According to an embodiment of the present invention, the step of extracting a plurality of associated suspected results in the data container according to the second feature sequence specifically includes:
if the characteristic value of the second characteristic sequence points to the private warehouse, an input verification key node corresponding to the characteristic value and input by the intelligent medical terminal is obtained, the input verification key node is matched with the preset verification key node, if the input verification key node is matched with the preset verification key node, the characteristic value is judged to be legal, and the second medical information is called.
Specifically, the present embodiment provides another implementation manner for extracting multiple suspected results, when the information input by the operator at the intelligent medical terminal is information with access authority, the preset authentication key node needs to be matched, and the matching allows access to information in the corresponding private warehouse through the rear part, so as to avoid directly obtaining relevant information diagnosed by a patient or a doctor in the medical data system from a third-party website, avoid causing a large number of users to access their own data services through websites of other third parties, and avoid the situation that there is a great potential safety hazard for the privacy of the users.
In an application scenario, when the intelligent medical terminal inputs the results of the operations and the costs, a plurality of suspected results related to the results of the operations and the costs are obtained in a data container, but the costs are information with access authority, so that after the operator inputs the results of the operations, the costs, and the costs in the intelligent medical terminal, an input authentication key node corresponding to the costs needs to be input, the input authentication key node is matched with a preset authentication key node, namely, validity judgment is performed, and if the matching result passes the validity judgment, corresponding second medical information is sent to the intelligent medical terminal, wherein the second medical information comprises the information of the costs with the access authority.
According to a second aspect of the present invention, there is provided an intelligent medical data processing system, comprising: the system comprises a construction module, an acquisition module, a container module and a matching module;
the construction module is used for acquiring a first data stream in a medical information data pool and constructing a mirror image text according to the first data stream;
the acquisition module is used for acquiring an information list input by the intelligent medical terminal and extracting an input characteristic value in the information list;
the container module is used for acquiring the associated data of the input characteristic values in the mirror image text and constructing a data container according to the associated data;
the matching module is used for obtaining a matching result of the input characteristic value and the data container and outputting the matching result to the intelligent medical terminal.
According to a third aspect of the present invention, there is provided a data center, comprising a memory, a processor and a computer program stored in the memory and executable on the processor, wherein the processor implements the steps of the intelligent medical data processing method when executing the program.
One or more technical solutions in the present invention have at least one of the following technical effects: according to the intelligent medical data processing method, system and data center provided by the invention, the automatic deployment of medical information data is realized by utilizing the container data center, so that a lightweight virtual machine can be realized through the container, excellent flexibility is provided for the intelligent medical terminal on the premise of fully considering the actual needs of the current operating environment, meanwhile, a website of a third party is prevented from accessing the data service of the intelligent medical terminal, any part in basic implementation is adjusted on the premise of not needing application program code reconstruction, and options such as monitoring, workflow automation and the like are provided.
Additional aspects and advantages of the invention will be set forth in part in the description which follows and, in part, will be obvious from the description, or may be learned by practice of the invention.
Drawings
In order to more clearly illustrate the technical solutions of the present invention or the prior art, the drawings needed to be used in the description of the embodiments or the prior art will be briefly introduced below, and it is obvious that the drawings in the following description are some embodiments of the present invention, and it is obvious for those skilled in the art to obtain other drawings based on these drawings without creative efforts.
FIG. 1 is a schematic flow chart of a method for processing intelligent medical data according to the present invention;
FIG. 2 is a schematic diagram of an intelligent medical data processing system according to the present invention.
Reference numerals:
10. building a module; 20. a container module; 30. an acquisition module; 40. and a matching module.
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.
In the description of the embodiments of the present invention, it should be noted that the terms "center", "longitudinal", "lateral", "upper", "lower", "front", "rear", "left", "right", "vertical", "horizontal", "top", "bottom", "inner", "outer", and the like indicate orientations or positional relationships based on those shown in the drawings, and are only for convenience in describing the embodiments of the present invention and simplifying the description, but do not indicate or imply that the referred devices or elements must have a specific orientation, be constructed in a specific orientation, and be operated, and thus, should not be construed as limiting the embodiments of the present invention. Furthermore, the terms "first," "second," and "third" are used for descriptive purposes only and are not to be construed as indicating or implying relative importance.
In some embodiments of the present invention, as shown in fig. 1, the present invention provides an intelligent medical data processing method applied to a server, where the server is connected to a plurality of intelligent medical terminals, and the method includes:
acquiring a first data stream in a medical information data pool, and constructing a mirror image text according to the first data stream;
acquiring an information list input by the intelligent medical terminal, and extracting input characteristic values in the information list;
acquiring associated data of the input characteristic values in the mirror image text, and constructing a data container according to the associated data;
and acquiring a matching result of the input characteristic value and the data container, and outputting the matching result to the intelligent medical terminal.
In detail, the invention provides an intelligent medical data processing method, which realizes automatic deployment of medical information data by utilizing a container data center, so that a lightweight virtual machine can be realized through a container, excellent flexibility is provided for an intelligent medical terminal on the premise of fully considering the actual needs of the current operating environment, any part in basic implementation is adjusted on the premise of not reconstructing application program codes, and options such as monitoring and workflow automation are provided.
In some possible embodiments of the present invention, the step of acquiring a first data stream in a medical information data pool and constructing a mirror image text according to the first data stream specifically includes:
and at the end node of a first preset time period, re-acquiring the first data stream in the medical information data pool, and updating the mirror image file.
Specifically, the present embodiment provides an implementation manner for constructing a mirror image text, and in use, there may be a case where a patient or a doctor adjusts data in the medical information data pool, for example, the treatment information, a prescription opened correspondingly, or a subsequent treatment plan is modified, and therefore, after a first preset time period elapses, a new first data stream acquisition is performed.
In some possible embodiments of the present invention, the step of obtaining the information list input by the intelligent medical terminal and extracting the input feature values in the information list specifically includes:
identifying a first characteristic value input by the intelligent medical terminal, and tracking the operation of the intelligent medical terminal with the input first characteristic value;
and acquiring a second data stream input by the intelligent medical terminal within a second preset time period, and generating the information list according to the first characteristic value and the second data stream.
Specifically, the embodiment provides an implementation mode for extracting the input feature value in the information list, and when the first feature value input in the intelligent medical terminal is identified, the intelligent medical terminal is continuously tracked, so that the purpose of acquiring the subsequent operation of the intelligent medical terminal is achieved.
Further, in a second preset time period, a second data stream input at the smart medical terminal is acquired, that is, in the second preset time period, corresponding operation information on the smart medical terminal is acquired.
Further, an information list including the first characteristic value and the second data stream is generated.
In some possible embodiments of the present invention, the step of acquiring a second data stream input by the smart medical terminal within a second preset time period and generating the information list according to the first feature value and the second data stream specifically includes:
acquiring characteristic value nodes in the second data stream and forming a first characteristic sequence;
acquiring the association degree of each characteristic value node in the first characteristic sequence and the first characteristic value, and rearranging the first characteristic sequence according to the association degree to form a second characteristic sequence based on the association degree;
and taking the first characteristic value and the second characteristic sequence as the input characteristic value.
Specifically, this embodiment provides an implementation manner of generating an information list according to a first feature value and a second data stream, and rearranges the first feature sequence according to the association degree between the feature value nodes and the first feature value, so that the feature straight nodes with higher association degree are ranked before examination in the second feature sequence.
In some possible embodiments of the present invention, the step of obtaining associated data of the input feature value in the mirror image text and constructing a data container according to the associated data specifically includes:
acquiring the first characteristic value, acquiring associated data according to the association between the first characteristic value and the mirror image text, and extracting first medical information and second medical information in the associated data;
constructing a public warehouse based on the first medical information according to the associated data, wherein the content access right of the first medical information is public information;
establishing a private warehouse based on the second medical information according to the associated data, wherein the content of the second medical information is private information in a node with a preset verification key;
and generating the data container according to the public bin and the private bin.
Specifically, the embodiment provides an implementation mode for constructing a data container according to associated data, and first medical information and second medical information are acquired in a mirror image text according to a first characteristic, wherein the first medical information is public information, and the second medical information is medical information which needs to be accessed and verified.
In some possible embodiments of the present invention, the step of generating the data container according to the public bin and the private bin specifically includes:
assigning a first virtual address to access the public compartment;
and allocating a second virtual address for accessing the private warehouse, and calling a virtual interface of the preset authentication key node, wherein the preset authentication key node is used for judging the validity of accessing the private warehouse.
In particular, the present embodiment provides an implementation of generating the data container according to the public bin and the private bin, where the data container is one or a group of applications that run independently, and an independent running environment, and the data container is a lightweight operating system level virtualization, which can allow a user to run the applications and their dependent items in a resource-isolated process.
Furthermore, the public warehouse and the private warehouse are allocated with the first virtual address and the second virtual address, so that when the data container is accessed, corresponding qualification can be directly allocated according to the type of information input at the intelligent medical terminal, and the private warehouse is provided with a virtual interface for calling a preset verification key node, so that when the private warehouse information is called, the legality of the access needs to be judged, and if the access is legal, the corresponding content of the private warehouse is allowed to be called.
In some possible embodiments of the present invention, the step of obtaining a matching result between the input feature value and the data container, and outputting the matching result to the smart medical terminal specifically includes:
extracting a plurality of associated suspected results in the data container according to the second characteristic sequence;
and sorting according to the relevance between the plurality of suspected results and the first characteristic value to form a result sequence, and taking the result sequence as the matching result.
Specifically, the embodiment provides an implementation mode of acquiring the matching result of the input feature value and the data container and sending the matching result to the intelligent medical terminal, and extracting corresponding data in the data container according to a second feature sequence, wherein the second feature sequence is an arrangement with high relevance to low relevance, but the extracted result may not be unique, so that a plurality of suspected results need to be extracted to match with the first feature value to form a matching result, or the suspected results need to be sent to the intelligent medical terminal for selection of an operator.
In an application scenario, when Zhang III, an operation and a cost are input in an intelligent medical terminal, a plurality of suspected results related to Zhang III, the operation and the cost are obtained in a data container, a correlation sequence is generated according to Zhang III, the operation and the cost which are first characteristic values, further, a plurality of Zhang III or a plurality of information related to the operation of Zhang III are generated as matching results, or a plurality of costs related to the operation of Zhang III and the operation are generated, therefore, the results are generated into a result sequence according to a certain correlation, the result sequence is used as the matching result, and the matching result is further sent to the intelligent medical terminal for an operator to select.
In some possible embodiments of the present invention, the step of extracting a plurality of associated suspected results in the data container according to the second feature sequence specifically includes:
and if the characteristic value of the second characteristic sequence points to the public bin, directly calling the first medical information.
Specifically, in this embodiment, an implementation manner of extracting a plurality of suspected results is provided, and if the feature value of the second feature sequence points to the public bin, the information related to the public bin acquired from the intelligent medical terminal is described, so that the first medical information in the public bin may be directly called.
In some possible embodiments of the present invention, the step of extracting a plurality of associated suspected results in the data container according to the second feature sequence specifically includes:
if the characteristic value of the second characteristic sequence points to the private warehouse, an input verification key node corresponding to the characteristic value and input by the intelligent medical terminal is obtained, the input verification key node is matched with the preset verification key node, if the input verification key node is matched with the preset verification key node, the characteristic value is judged to be legal, and the second medical information is called.
Specifically, in the embodiment, another implementation manner for extracting multiple suspected results is provided, when the information input by the operator at the smart medical terminal is information with access authority, a preset authentication key node needs to be matched, and the matching allows access to the information in the corresponding private warehouse after passing through.
In an application scenario, when the intelligent medical terminal inputs the results of the operations and the costs, a plurality of suspected results related to the results of the operations and the costs are obtained in a data container, but the costs are information with access authority, so that after the operator inputs the results of the operations, the costs, and the costs in the intelligent medical terminal, an input authentication key node corresponding to the costs needs to be input, the input authentication key node is matched with a preset authentication key node, namely, validity judgment is performed, and if the matching result passes the validity judgment, corresponding second medical information is sent to the intelligent medical terminal, wherein the second medical information comprises the information of the costs with the access authority.
In some embodiments of the present invention, as shown in fig. 2, the present solution provides an intelligent medical data processing system, comprising: the system comprises a construction module 10, an acquisition module 30, a container module 20 and a matching module 40;
the construction module 10 is configured to acquire a first data stream in a medical information data pool, and construct a mirror image text according to the first data stream;
the obtaining module 30 is configured to obtain an information list input by the intelligent medical terminal, and extract an input feature value in the information list;
the container module 20 is configured to obtain associated data of the input feature values in the mirror image text, and construct a data container according to the associated data;
the matching module 40 is configured to obtain a matching result between the input feature value and the data container, and output the matching result to the intelligent medical terminal.
In detail, the invention further provides an intelligent medical data processing system, which realizes automatic deployment of medical information data by utilizing a container data center, so that a lightweight virtual machine can be realized through a container, excellent flexibility is provided for an intelligent medical terminal on the premise of fully considering the actual needs of the current operating environment, any part in basic implementation is adjusted on the premise of not reconstructing application program codes, and options such as monitoring and workflow automation are provided.
In some embodiments of the present invention, the present invention provides a data center, which includes a memory, a processor and a computer program stored in the memory and running on the processor, wherein the processor executes the computer program to implement the steps of the intelligent medical data processing method.
In the description of the embodiments of the present invention, it should be noted that, unless explicitly stated or limited otherwise, the terms "connected" and "connected" are to be interpreted broadly, and may be, for example, fixedly connected, detachably connected, or integrally connected; can be mechanically or electrically connected; may be directly connected or indirectly connected through an intermediate. Specific meanings of the above terms in the embodiments of the present invention can be understood by those of ordinary skill in the art according to specific situations.
In the description herein, references to the description of the term "one embodiment," "some embodiments," "an example," "a specific example," or "some examples," etc., mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of an embodiment of the invention. In this specification, the schematic representations of the terms used above are not necessarily intended to refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples. Furthermore, various embodiments or examples and features of different embodiments or examples described in this specification can be combined and combined by one skilled in the art without contradiction.
Finally, it should be noted that: the above embodiments are merely illustrative of the present invention and are not to be construed as limiting the invention. Although the present invention has been described in detail with reference to the embodiments, it should be understood by those skilled in the art that various combinations, modifications or equivalents may be made to the technical solution of the present invention without departing from the spirit and scope of the technical solution of the present invention, and the technical solution of the present invention is covered by the claims of the present invention.

Claims (10)

1. An intelligent medical data processing method is applied to a server, the server is connected with a plurality of intelligent medical terminals, and the method is characterized by comprising the following steps:
acquiring a first data stream in a medical information data pool, and constructing a mirror image text according to the first data stream;
acquiring an information list input by the intelligent medical terminal, and extracting input characteristic values in the information list;
acquiring associated data of the input characteristic values in the mirror image text, and constructing a data container according to the associated data;
and acquiring a matching result of the input characteristic value and the data container, and outputting the matching result to the intelligent medical terminal.
2. The intelligent medical data processing method according to claim 1, wherein the step of acquiring a first data stream in a medical information data pool and constructing a mirror text according to the first data stream specifically comprises:
and at the end node of a first preset time period, re-acquiring the first data stream in the medical information data pool, and updating the mirror image file.
3. The intelligent medical data processing method according to claim 1, wherein the step of obtaining the information list input by the intelligent medical terminal and extracting the input feature values in the information list specifically comprises:
identifying a first characteristic value input by the intelligent medical terminal, and tracking the operation of the intelligent medical terminal with the input first characteristic value;
and acquiring a second data stream input by the intelligent medical terminal within a second preset time period, and generating the information list according to the first characteristic value and the second data stream.
4. The method according to claim 3, wherein the step of acquiring a second data stream input by the smart medical terminal within a second preset time period and generating the information list according to the first characteristic value and the second data stream specifically comprises:
acquiring characteristic value nodes in the second data stream and forming a first characteristic sequence;
acquiring the association degree of each characteristic value node in the first characteristic sequence and the first characteristic value, and rearranging the first characteristic sequence according to the association degree to form a second characteristic sequence based on the association degree;
and taking the first characteristic value and the second characteristic sequence as the input characteristic value.
5. The intelligent medical data processing method according to claim 4, wherein the step of obtaining the associated data of the input feature values in the mirror image text and constructing the data container according to the associated data specifically comprises:
acquiring the first characteristic value, acquiring associated data according to the association between the first characteristic value and the mirror image text, and extracting first medical information and second medical information in the associated data;
constructing a public warehouse based on the first medical information according to the associated data, wherein the content access right of the first medical information is public information;
establishing a private warehouse based on the second medical information according to the associated data, wherein the content of the second medical information is private information in a node with a preset verification key;
and generating the data container according to the public bin and the private bin.
6. The intelligent medical data processing method according to claim 5, wherein the step of generating the data container according to the public warehouse and the private warehouse specifically comprises:
assigning a first virtual address to access the public compartment;
and allocating a second virtual address for accessing the private warehouse, and calling a virtual interface of the preset authentication key node, wherein the preset authentication key node is used for judging the validity of accessing the private warehouse.
7. The intelligent medical data processing method according to claim 6, wherein the step of obtaining the matching result between the input feature value and the data container and outputting the matching result to the intelligent medical terminal includes:
extracting a plurality of associated suspected results in the data container according to the second characteristic sequence;
and sorting according to the relevance between the plurality of suspected results and the first characteristic value to form a result sequence, and taking the result sequence as the matching result.
8. The method according to claim 7, wherein the step of extracting a plurality of associated suspected results from the data container according to the second feature sequence includes:
if the characteristic value of the second characteristic sequence points to the public bin, directly calling the first medical information;
if the characteristic value of the second characteristic sequence points to the private warehouse, an input verification key node corresponding to the characteristic value and input by the intelligent medical terminal is obtained, the input verification key node is matched with the preset verification key node, if the input verification key node is matched with the preset verification key node, the characteristic value is judged to be legal, and the second medical information is called.
9. An intelligent medical data processing system, comprising: the system comprises a construction module, an acquisition module, a container module and a matching module;
the construction module is used for acquiring a first data stream in a medical information data pool and constructing a mirror image text according to the first data stream;
the acquisition module is used for acquiring an information list input by the intelligent medical terminal and extracting an input characteristic value in the information list;
the container module is used for acquiring the associated data of the input characteristic values in the mirror image text and constructing a data container according to the associated data;
the matching module is used for obtaining a matching result of the input characteristic value and the data container and outputting the matching result to the intelligent medical terminal.
10. A data center comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the processor when executing the program performs the steps of the intelligent medical data processing method according to any one of claims 1 to 8.
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