CN116805529A - Medical service arrangement method, device, equipment and computer readable storage medium - Google Patents
Medical service arrangement method, device, equipment and computer readable storage medium Download PDFInfo
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- G16H40/00—ICT specially adapted for the management or administration of healthcare resources or facilities; ICT specially adapted for the management or operation of medical equipment or devices
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Abstract
The invention relates to the field of medical science and technology data processing, and discloses a medical service arrangement method, which comprises the following steps: receiving a service arrangement request of a medical channel, analyzing the service arrangement request to obtain a function requirement list, performing function matching on each function requirement and medical service modules in a preset medical service module library, collecting the matched medical service modules into an optional medical service module set, performing repeated check on medical service modules in the optional medical service module set, taking the medical service module set with repeated medical service modules deleted as a target medical service module set, acquiring preset module codes of each medical service module in the target medical service module set, forming a service arrangement result code of the medical channel by utilizing each module code, and returning the service arrangement result code to the medical channel. The invention also provides a medical service arrangement device, electronic equipment and a medium. The invention can reduce the coupling degree of medical service.
Description
Technical Field
The present invention relates to the field of medical science and technology data processing, and in particular, to a medical service arrangement method, a device, an electronic apparatus, and a computer readable storage medium.
Background
Typically, the medical health platform interfaces with a variety of medical channels, such as social security channels, social health insurance channels, collaborative medical enterprise channels, medical science popularization channels, and the like. Each butting channel often provides a customization demand for the medical health platform, if the full-coverage customization is carried out for each channel, the medical health platform needs to maintain huge business codes, business logics are complicated and staggered, business configuration is messy, excessive coupling between customized business and the system architecture of the platform is caused, and the technical maintenance cost of the medical health platform is increased.
Disclosure of Invention
The invention provides a medical service arrangement method, a medical service arrangement device, electronic equipment and a computer readable storage medium, and mainly aims to reduce the coupling degree of medical services.
In order to achieve the above object, the present invention provides a medical service-based scheduling method, comprising:
receiving a business arrangement request of a butt joint medical channel, and analyzing the business arrangement request to obtain a function requirement list;
performing function matching on each function requirement in the function requirement list and medical service modules in a preset medical service module library in sequence, and collecting the matched medical service modules into a selectable medical service module set of the medical channel;
Performing duplicate removal checking on the medical service modules in the selectable medical service module set, and taking the medical service module set with the duplicate medical service modules deleted as a target medical service module set;
acquiring preset module codes of each medical service module in the target medical service module set, forming a service arrangement result code of the medical channel by utilizing each module code, and returning the service arrangement result code to the medical channel.
Optionally, the parsing the service orchestration request to obtain a function requirement list includes:
obtaining a channel code of the medical channel from the business arrangement request;
inquiring a demand function list ID corresponding to a channel code in a preset mapping relation table of the channel code and the demand list;
and acquiring a corresponding required function list according to the required function list ID.
Optionally, the sequentially performing function matching on each function requirement in the function requirement list and a medical service module in a preset medical service module library, and collecting the matched medical service modules into a selectable medical service module set of the medical channel, including:
Acquiring requirement description information of each function requirement, and extracting requirement characteristics of the function requirement according to the requirement description information;
acquiring module profile information of each medical service module in the preset medical service module library, and extracting module characteristics of each medical service module according to the module profile information;
sequentially taking one function requirement in the function requirement list as a target function requirement;
clustering the demand characteristics corresponding to the target function demands with all module characteristics of the preset medical service module library;
taking a medical service module corresponding to the cluster where the target function requirement is located as an optional medical service module;
and collecting all the selectable medical service modules to obtain the selectable medical service module set.
Optionally, the extracting the requirement feature of the functional requirement includes:
performing word segmentation on the requirement description information to obtain a word segmentation set, and converting each word segment in the word segmentation set into a word vector;
constructing a demand vector matrix of the demand description information by using the word segmentation set and the word vector of each word segmentation;
sequentially selecting one word as a target word, and calculating a key value of the target word according to a word vector of the target word and the demand vector matrix;
Selecting a preset number of word segments from the word segment set according to the sequence from the key value to the key value as characteristic word segments;
and splicing word vectors of the feature word segmentation to obtain the requirement features of the requirement description information.
Optionally, the sequentially matching each function requirement in the function requirement list with a medical service module in a preset medical service module library further includes:
when the function requirement which is not matched with the medical service module exists, taking the function requirement which is not matched with the medical service module as a new function requirement, and sending a new function requirement order;
receiving a new function service module completed according to the new function design order;
and adding the new functional service module into the selectable medical service module set and the preset medical service module library.
Optionally, the performing a duplicate removal check on the medical service modules in the optional medical service module set includes:
sequentially selecting one medical service module from the selectable medical service module set as a weight removing object;
calculating the similarity between the module characteristics of the weight-removing object and the module characteristics of each other medical service module;
And selecting the repeated objects with the similarity larger than a preset similarity threshold as repeated objects, and deleting the repeated objects.
In order to solve the above problems, the present invention also provides a medical service orchestration device, the device comprising:
the function analysis module is used for receiving a business arrangement request of the butt joint medical channel and analyzing the business arrangement request to obtain a function requirement list;
the function matching module is used for sequentially performing function matching on each function requirement in the function requirement list and the medical service modules in the preset medical service module library, and collecting the matched medical service modules into a selectable medical service module set of the medical channel;
the module duplicate removal module is used for carrying out duplicate removal inspection on the medical service modules in the selectable medical service module set, and taking the medical service module set after deleting the duplicate medical service modules as a target medical service module set;
the module combination module is used for acquiring preset module codes of each medical service module in the target medical service module set, forming a service arrangement result code of the medical channel by utilizing each module code, and returning the service arrangement result code to the medical channel.
Optionally, the module weight-removing module performs weight-removing inspection on the medical service modules in the selectable medical service module set by the following method:
sequentially selecting one medical service module from the selectable medical service module set as a weight removing object;
calculating the similarity between the module characteristics of the weight-removing object and the module characteristics of each other medical service module;
and selecting the repeated objects with the similarity larger than a preset similarity threshold as repeated objects, and deleting the repeated objects.
In order to solve the above-mentioned problems, the present invention also provides an electronic apparatus including:
a memory storing at least one computer program; a kind of electronic device with high-pressure air-conditioning system
And the processor executes the program stored in the memory to realize the medical service arrangement method.
In order to solve the above-mentioned problems, the present invention also provides a computer-readable storage medium having stored therein at least one computer program that is executed by a processor in an electronic device to implement the above-mentioned medical service orchestration method.
According to the medical service module library, function matching is carried out on the medical service modules in the preset medical service module library and the functional requirements of the medical channels to obtain the selectable medical service module set corresponding to the medical channels, further, repeated medical service modules are deleted to obtain the target medical service module set corresponding to the medical channels, finally, the module coding codes of each medical service module in the target medical service module set are utilized to form service arrangement result codes, service arrangement of the medical channels is carried out based on the medical service modules provided by the preset medical service module library, the service arrangement result codes are utilized to reflect the combination relation between the service channels and the medical service modules in the preset medical service module library, reusability of the medical service modules is improved, customized requirements are reduced, and the medical service coupling degree is reduced.
Drawings
FIG. 1 is a flow chart of a medical service arrangement method according to an embodiment of the present application;
FIG. 2 is a schematic diagram showing a detailed implementation flow of one of the steps in the medical service arrangement method according to an embodiment of the present application;
FIG. 3 is a functional block diagram of a medical service arrangement device according to an embodiment of the present application;
fig. 4 is a schematic structural diagram of an electronic device for implementing the medical service arrangement method according to an embodiment of the present application.
The achievement of the objects, functional features and advantages of the present application will be further described with reference to the accompanying drawings, in conjunction with the embodiments.
Detailed Description
It should be understood that the specific embodiments described herein are for purposes of illustration only and are not intended to limit the scope of the application.
The embodiment of the application provides a medical service arrangement method. The execution subject of the medical service orchestration method includes, but is not limited to, at least one of a server, a terminal, and the like, which can be configured to execute the method provided by the embodiment of the application. In other words, the medical service orchestration method may be performed by software or hardware installed in a terminal device or a server device, and the software may be a blockchain platform. The server may be an independent server, or may be a cloud server that provides cloud services, cloud databases, cloud computing, cloud functions, cloud storage, network services, cloud communications, middleware services, domain name services, security services, content delivery networks (ContentDelivery Network, CDN), and basic cloud computing services such as big data and artificial intelligence platforms.
Referring to fig. 1, a flow chart of a medical service arrangement method according to an embodiment of the invention is shown. In this embodiment, the medical service arrangement method includes:
s1, receiving a business arrangement request of a butt joint medical channel, and analyzing the business arrangement request to obtain a function requirement list;
in the embodiment of the invention, the medical channel refers to a peripheral business party associated with a preset medical health platform, for example, the preset medical health platform is a business system of a medical institution, the preset medical health platform can be connected with a medical insurance channel, and the external medical insurance channel can acquire a medical diagnosis list and a cost list of a target object from the preset medical health platform and check and finish the related medical insurance deduction. The medical channel may also be a collaborative medical instrument enterprise channel, a collaborative pharmaceutical manufacturer channel, a medical science popularization knowledge channel, and the like.
In the embodiment of the invention, the service arrangement request refers to a request for acquiring a service interface, a service execution transaction or a process provided by the preset medical health platform, which supports all service requirements of the medical channel.
For example, when a medical channel in a certain city initiates a business arrangement request to the preset medical health platform, the business process or business logic related to the medical channel needs to be analyzed according to the business arrangement request, that is, which functional requirements corresponding to the medical channel need to be identified.
In detail, the parsing the service orchestration request to obtain a function requirement list includes:
obtaining a channel code of the medical channel from the business arrangement request;
inquiring a demand function list ID corresponding to a channel code in a preset mapping relation table of the channel code and the demand list;
and acquiring a corresponding required function list according to the required function list ID.
It can be understood that, generally, when an external medical channel is docked with the preset medical health platform, related business requirement investigation is generally required, that is, it is known which business functions the medical channel wants the preset medical health platform to be able to open, and a corresponding requirement function list is output through the business requirement investigation, and meanwhile, a plurality of medical channels can be distinguished and uniformly managed through the channel codes.
In the embodiment of the invention, the mapping relation table of the preset channel codes and the demand list is used for recording the demand function list information corresponding to each medical channel.
According to the embodiment of the invention, the function demand list is analyzed from the service arrangement request, so that the follow-up service arrangement of the medical channel according to the function demand list is facilitated.
S2, sequentially performing function matching on each function requirement in the function requirement list and medical service modules in a preset medical service module library, and collecting the matched medical service modules into a selectable medical service module set of the medical channel;
in the embodiment of the invention, the preset medical service module library refers to a collection of a plurality of medical service modules obtained by dividing public basic capacity according to a service range provided by the preset medical health platform in advance, and each medical service module has independence, no function intersection with each other and basicity, namely the public basic capacity of the preset medical health platform, and can support more flexible and changeable customized services by means of the combination and arrangement of the medical service modules.
It should be noted that the granularity of each medical service module may be set according to the service requirement of the preset medical health platform.
In detail, referring to fig. 2, the step S2 includes:
s21, acquiring requirement description information of each function requirement, and extracting requirement characteristics of the function requirement according to the requirement description information;
s22, acquiring module profile information of each medical service module in the preset medical service module library, and extracting module characteristics of each medical service module according to the module profile information;
s23, sequentially taking one function requirement in the function requirement list as a target function requirement;
s24, clustering the demand characteristics corresponding to the target function demands with all module characteristics of the preset medical service module library;
s25, taking a medical service module corresponding to the cluster where the target function requirement is located as an optional medical service module;
s26, collecting all the selectable medical service modules to obtain the selectable medical service module set.
In the embodiment of the invention, the requirement description information comprises but is not limited to information such as function description, supported interfaces or protocols and the like. If the requirement description information is directly analyzed, a large amount of computing resources are occupied, so that the analysis efficiency is low, and therefore, the requirement description information can be converted into the requirement characteristics by utilizing an NLP technology (Natural Language Processing ). Wherein the demand features include but are not limited to functional keyword features, interfaces or protocol features.
In detail, the extracting the requirement characteristics of the functional requirement according to the requirement description information includes:
performing word segmentation on the requirement description information to obtain a word segmentation set, and converting each word segment in the word segmentation set into a word vector;
constructing a demand vector matrix of the demand description information by using the word segmentation set and the word vector of each word segmentation;
sequentially selecting one word as a target word, and calculating a key value of the target word according to a word vector of the target word and the demand vector matrix;
selecting a preset number of word segments from the word segment set according to the sequence from the key value to the key value as characteristic word segments;
and splicing word vectors of the feature word segmentation to obtain the requirement features of the requirement description information.
In the embodiment of the invention, a Glove (Global Vectors for Word Representation, global word vector), an Embedding Layer and other methods can be adopted to convert the word vector of each word into a demand vector matrix according to the word vector of each word.
It may be appreciated that not every word in the word segmentation set is a requirement feature of the requirement description information, so that the word segmentation set needs to be screened, and in the embodiment of the invention, one word is selected from the word segmentation set one by one as a target word, and a key value of the target word is calculated according to a word vector of the target word and the requirement vector matrix, so that a feature word having a representative property in the requirement description information is screened according to the key value, so as to obtain the requirement feature of the requirement description information
In the embodiment of the invention, the key value of the target word can be calculated by using the following key value algorithm:
wherein K is the key value, |W T I is the modulus of the transpose of the demand vector matrix,and modeling the word vector of the target word segmentation.
In the embodiment of the invention, the module profile information includes, but is not limited to, model function description information, module call interface information, module basic logic information and the like.
It should be noted that, the method for extracting the module feature of each medical service module according to the module profile information is the same as the method for extracting the requirement feature of the functional requirement according to the requirement description information, and is not repeated here.
In the embodiment of the invention, a common clustering algorithm, for example, a K-means clustering algorithm, can be utilized to perform repeated iterative clustering on the demand features corresponding to the target function demands and all the module features until a clustering center tends to be stable.
In another optional embodiment of the present invention, a medical service module corresponding to a module feature whose distance value satisfies a preset condition may be selected as the optional medical service module by sequentially calculating a distance between a demand feature of the target function demand and each module feature.
In the embodiment of the present invention, when there is a functional requirement that is not matched with a medical service module, the medical service module that is not successfully matched with the functional requirement may be further obtained by the following method, including:
taking the function requirement which is not matched with the medical service module as a new function requirement, and sending a new function requirement order;
receiving a new function service module completed according to the new function design order;
and adding the new functional service module into the selectable medical service module set and the preset medical service module library.
According to the embodiment of the invention, the preset medical service module library can be further enriched through the operation, and the requirement of medical channel docking is met.
According to the embodiment of the invention, the function requirements and the medical service modules are subjected to function matching to obtain the selectable medical service module set corresponding to the function requirement list, so that the functional consistency of the medical service modules which can be used for the service codes of the medical channel and the medical channel is ensured.
S3, performing duplicate removal inspection on the medical service modules in the selectable medical service module set, and taking the medical service module set with the duplicate medical service modules deleted as a target medical service module set;
It can be appreciated that there may be functional duplication of the medical service modules in the optional medical service module, for example, one functional requirement corresponding to the medical channel is an enterprise account opening function, and accordingly, in the optional medical service module, one medical service module provides a function of performing enterprise account opening according to an enterprise ID, and another medical service module provides an enterprise creation according to an external OPENID, so that the two medical service modules have functional duplication, and further performing a duplication elimination check is required to ensure the lightweight and the feasibility of the target medical service module set corresponding to the medical channel.
In detail, the performing the duplicate removal check on the medical service modules in the selectable medical service module set includes:
sequentially selecting one medical service module from the selectable medical service module set as a weight removing object;
calculating the similarity between the module characteristics of the weight-removing object and the module characteristics of each other medical service module;
and selecting the repeated objects with the similarity larger than a preset similarity threshold as repeated objects, and deleting the repeated objects.
In the embodiment of the invention, each module feature can be subjected to vectorization conversion, then the Euclidean distance formula or the Markov distance formula is utilized to calculate the distance value between vectorized module features, and the similarity between the vectorized module features is represented by the calculated distance value.
In the embodiment of the invention, the preset similarity threshold can be set according to actual service requirements.
S4, acquiring preset module codes of each medical service module in the target medical service module set, forming a service arrangement result code of the medical channel by utilizing each module code, and returning the service arrangement result code to the medical channel.
In the embodiment of the invention, the preset module code can be set according to the actual service requirement, and can be 1-bit, 2-bit or more binary code, or 10-bit or 16-bit code. The preset module code corresponding to each medical service module is unique.
For example, the target medical service module corresponding to the medical channel includes a module 1, a module 2, a module 3 and a module 4, where the module code of the module 1 is 1, the module code of the module 2 is 10, the module code of the module 3 is 110, and the module code of the module 4 is 0111, and the service code result code of the medical channel is 1101100111.
In the embodiment of the invention, the medical channel and the target medical service module corresponding to the medical channel are associated through the service coding result code, and the service arrangement structure of the medical channel can be changed by changing the service coding result code.
According to the medical service module library, function matching is carried out on the medical service modules in the preset medical service module library and the functional requirements of the medical channels to obtain the selectable medical service module set corresponding to the medical channels, further, repeated medical service modules are deleted to obtain the target medical service module set corresponding to the medical channels, finally, the module coding codes of each medical service module in the target medical service module set are utilized to form service arrangement result codes, service arrangement of the medical channels is carried out based on the medical service modules provided by the preset medical service module library, the service arrangement result codes are utilized to reflect the combination relation between the service channels and the medical service modules in the preset medical service module library, reusability of the medical service modules is improved, customized requirements are reduced, and the medical service coupling degree is reduced.
Fig. 3 is a functional block diagram of a medical service arrangement device according to an embodiment of the present invention.
The medical service orchestration device 100 according to the present invention may be installed in an electronic device. According to the implemented functions, the medical service arrangement device 100 includes a function analysis module 101, a function matching module 102, a module weight removing module 103, and a module combination module 104: the module of the invention, which may also be referred to as a unit, refers to a series of computer program segments, which are stored in the memory of the electronic device, capable of being executed by the processor of the electronic device and of performing a fixed function.
In the present embodiment, the functions concerning the respective modules/units are as follows:
the function analysis module 101 is configured to receive a business arrangement request of a docking medical channel, and analyze the business arrangement request to obtain a function requirement list;
the function matching module 102 is configured to match each function requirement in the function requirement list with a medical service module in a preset medical service module library in sequence, and collect the matched medical service modules into a selectable medical service module set of the medical channel;
the module duplication elimination module 103 is configured to perform duplication elimination inspection on the medical service modules in the selectable medical service module set, and use the medical service module set after deleting the duplicated medical service modules as a target medical service module set;
the module combination module 104 is configured to obtain preset module codes of each medical service module in the target medical service module set, compose a service arrangement result code of the medical channel by using each module code, and return the service arrangement result code to the medical channel.
In detail, the specific embodiments of the modules of the medical service arrangement device 100 are as follows:
Step one, receiving a business arrangement request of a butt joint medical channel, and analyzing the business arrangement request to obtain a function requirement list;
in the embodiment of the invention, the medical channel refers to a peripheral business party associated with a preset medical health platform, for example, the preset medical health platform is a business system of a medical institution, the preset medical health platform can be connected with a medical insurance channel, and the external medical insurance channel can acquire a medical diagnosis list and a cost list of a target object from the preset medical health platform and check and finish the related medical insurance deduction. The medical channel may also be a collaborative medical instrument enterprise channel, a collaborative pharmaceutical manufacturer channel, a medical science popularization knowledge channel, and the like.
In the embodiment of the invention, the service arrangement request refers to a request for acquiring a service interface, a service execution transaction or a process provided by the preset medical health platform, which supports all service requirements of the medical channel.
For example, when a medical channel in a certain city initiates a business arrangement request to the preset medical health platform, the business process or business logic related to the medical channel needs to be analyzed according to the business arrangement request, that is, which functional requirements corresponding to the medical channel need to be identified.
In detail, the parsing the service orchestration request to obtain a function requirement list includes:
obtaining a channel code of the medical channel from the business arrangement request;
inquiring a demand function list ID corresponding to a channel code in a preset mapping relation table of the channel code and the demand list;
and acquiring a corresponding required function list according to the required function list ID.
It can be understood that, generally, when an external medical channel is docked with the preset medical health platform, related business requirement investigation is generally required, that is, it is known which business functions the medical channel wants the preset medical health platform to be able to open, and a corresponding requirement function list is output through the business requirement investigation, and meanwhile, a plurality of medical channels can be distinguished and uniformly managed through the channel codes.
In the embodiment of the invention, the mapping relation table of the preset channel codes and the demand list is used for recording the demand function list information corresponding to each medical channel.
According to the embodiment of the invention, the function demand list is analyzed from the service arrangement request, so that the follow-up service arrangement of the medical channel according to the function demand list is facilitated.
Step two, sequentially performing function matching on each function requirement in the function requirement list and medical service modules in a preset medical service module library, and collecting the matched medical service modules into a selectable medical service module set of the medical channel;
in the embodiment of the invention, the preset medical service module library refers to a collection of a plurality of medical service modules obtained by dividing public basic capacity according to a service range provided by the preset medical health platform in advance, and each medical service module has independence, no function intersection with each other and basicity, namely the public basic capacity of the preset medical health platform, and can support more flexible and changeable customized services by means of the combination and arrangement of the medical service modules.
It should be noted that the granularity of each medical service module may be set according to the service requirement of the preset medical health platform.
In detail, the sequentially performing function matching on each function requirement in the function requirement list and the medical service module in the preset medical service module library, and collecting the matched medical service modules into a selectable medical service module set of the medical channel, including:
Acquiring requirement description information of each function requirement, and extracting requirement characteristics of the function requirement according to the requirement description information;
acquiring module profile information of each medical service module in the preset medical service module library, and extracting module characteristics of each medical service module according to the module profile information;
sequentially taking one function requirement in the function requirement list as a target function requirement;
clustering the demand characteristics corresponding to the target function demands with all module characteristics of the preset medical service module library;
taking a medical service module corresponding to the cluster where the target function requirement is located as an optional medical service module;
and collecting all the selectable medical service modules to obtain the selectable medical service module set.
In the embodiment of the invention, the requirement description information comprises but is not limited to information such as function description, supported interfaces or protocols and the like. If the requirement description information is directly analyzed, a large amount of computing resources are occupied, so that the analysis efficiency is low, and therefore, the requirement description information can be converted into the requirement characteristics by utilizing an NLP technology (Natural Language Processing ). Wherein the demand features include but are not limited to functional keyword features, interfaces or protocol features.
In detail, the extracting the requirement characteristics of the functional requirement according to the requirement description information includes:
performing word segmentation on the requirement description information to obtain a word segmentation set, and converting each word segment in the word segmentation set into a word vector;
constructing a demand vector matrix of the demand description information by using the word segmentation set and the word vector of each word segmentation;
sequentially selecting one word as a target word, and calculating a key value of the target word according to a word vector of the target word and the demand vector matrix;
selecting a preset number of word segments from the word segment set according to the sequence from the key value to the key value as characteristic word segments;
and splicing word vectors of the feature word segmentation to obtain the requirement features of the requirement description information.
In the embodiment of the invention, a Glove (Global Vectors for Word Representation, global word vector), an Embedding Layer and other methods can be adopted to convert the word vector of each word into a demand vector matrix according to the word vector of each word.
It may be appreciated that not every word in the word segmentation set is a requirement feature of the requirement description information, so that the word segmentation set needs to be screened, and in the embodiment of the invention, one word is selected from the word segmentation set one by one as a target word, and a key value of the target word is calculated according to a word vector of the target word and the requirement vector matrix, so that a feature word having a representative property in the requirement description information is screened according to the key value, so as to obtain the requirement feature of the requirement description information
In the embodiment of the invention, the key value of the target word can be calculated by using the following key value algorithm:
wherein K isThe key value, |W T I is the modulus of the transpose of the demand vector matrix,and modeling the word vector of the target word segmentation.
In the embodiment of the invention, the module profile information includes, but is not limited to, model function description information, module call interface information, module basic logic information and the like.
It should be noted that, the method for extracting the module feature of each medical service module according to the module profile information is the same as the method for extracting the requirement feature of the functional requirement according to the requirement description information, and is not repeated here.
In the embodiment of the invention, a common clustering algorithm, for example, a K-means clustering algorithm, can be utilized to perform repeated iterative clustering on the demand features corresponding to the target function demands and all the module features until a clustering center tends to be stable.
In another optional embodiment of the present invention, a medical service module corresponding to a module feature whose distance value satisfies a preset condition may be selected as the optional medical service module by sequentially calculating a distance between a demand feature of the target function demand and each module feature.
In the embodiment of the present invention, when there is a functional requirement that is not matched with a medical service module, the medical service module that is not successfully matched with the functional requirement may be further obtained by the following method, including:
taking the function requirement which is not matched with the medical service module as a new function requirement, and sending a new function requirement order;
receiving a new function service module completed according to the new function design order;
and adding the new functional service module into the selectable medical service module set and the preset medical service module library.
According to the embodiment of the invention, the preset medical service module library can be further enriched through the operation, and the requirement of medical channel docking is met.
According to the embodiment of the invention, the function requirements and the medical service modules are subjected to function matching to obtain the selectable medical service module set corresponding to the function requirement list, so that the functional consistency of the medical service modules which can be used for the service codes of the medical channel and the medical channel is ensured.
Thirdly, performing duplicate removal inspection on the medical service modules in the selectable medical service module set, and taking the medical service module set with the duplicate medical service modules deleted as a target medical service module set;
It can be appreciated that there may be functional duplication of the medical service modules in the optional medical service module, for example, one functional requirement corresponding to the medical channel is an enterprise account opening function, and accordingly, in the optional medical service module, one medical service module provides a function of performing enterprise account opening according to an enterprise ID, and another medical service module provides an enterprise creation according to an external OPENID, so that the two medical service modules have functional duplication, and further performing a duplication elimination check is required to ensure the lightweight and the feasibility of the target medical service module set corresponding to the medical channel.
In detail, the performing the duplicate removal check on the medical service modules in the selectable medical service module set includes:
sequentially selecting one medical service module from the selectable medical service module set as a weight removing object;
calculating the similarity between the module characteristics of the weight-removing object and the module characteristics of each other medical service module;
and selecting the repeated objects with the similarity larger than a preset similarity threshold as repeated objects, and deleting the repeated objects.
In the embodiment of the invention, each module feature can be subjected to vectorization conversion, then the Euclidean distance formula or the Markov distance formula is utilized to calculate the distance value between vectorized module features, and the similarity between the vectorized module features is represented by the calculated distance value.
In the embodiment of the invention, the preset similarity threshold can be set according to actual service requirements.
And step four, acquiring preset module codes of each medical service module in the target medical service module set, forming a service arrangement result code of the medical channel by utilizing each module code, and returning the service arrangement result code to the medical channel.
In the embodiment of the invention, the preset module code can be set according to the actual service requirement, and can be 1-bit, 2-bit or more binary code, or 10-bit or 16-bit code. The preset module code corresponding to each medical service module is unique.
For example, the target medical service module corresponding to the medical channel includes a module 1, a module 2, a module 3 and a module 4, where the module code of the module 1 is 1, the module code of the module 2 is 10, the module code of the module 3 is 110, and the module code of the module 4 is 0111, and the service code result code of the medical channel is 1101100111.
In the embodiment of the invention, the medical channel and the target medical service module corresponding to the medical channel are associated through the service coding result code, and the service arrangement structure of the medical channel can be changed by changing the service coding result code.
According to the medical service arrangement device, function matching is carried out on the medical service modules in the preset medical service module library and the functional requirements of the medical channels to obtain the selectable medical service module set corresponding to the medical channels, further, repeated medical service modules are deleted to obtain the target medical service module set corresponding to the medical channels, finally, the module code of each medical service module in the target medical service module set is utilized to form service arrangement result codes, service arrangement of the medical channels is carried out based on the medical service modules provided by the preset medical service module library, the service arrangement result codes are utilized to reflect the combination relation between the service channels and the medical service modules in the preset medical service module library, reusability of the medical service modules is improved, customized requirements are reduced, and the medical service coupling degree is reduced.
Fig. 4 is a schematic structural diagram of an electronic device for implementing a medical service arrangement method according to an embodiment of the present invention.
The electronic device 1 may comprise a processor 10, a memory 11 and a bus, and may further comprise a computer program, such as a medical service orchestration, stored in the memory 11 and executable on the processor 10.
The memory 11 includes at least one type of readable storage medium, including flash memory, a mobile hard disk, a multimedia card, a card memory (e.g., SD or DX memory, etc.), a magnetic memory, a magnetic disk, an optical disk, etc. The memory 11 may in some embodiments be an internal storage unit of the electronic device 1, such as a removable hard disk of the electronic device 1. The memory 11 may in other embodiments also be an external storage device of the electronic device 1, such as a plug-in mobile hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card) or the like, which are provided on the electronic device 1. Further, the memory 11 may also include both an internal storage unit and an external storage device of the electronic device 1. The memory 11 may be used not only for storing application software installed in the electronic device 1 and various types of data, such as codes for medical service orchestration, etc., but also for temporarily storing data that has been output or is to be output.
The processor 10 may be comprised of integrated circuits in some embodiments, for example, a single packaged integrated circuit, or may be comprised of multiple integrated circuits packaged with the same or different functions, including one or more central processing units (Central Processing Unit, CPU), microprocessors, digital processing chips, graphics processors, combinations of various control chips, and the like. The processor 10 is a Control Unit (Control Unit) of the electronic device, connects various parts of the entire electronic device using various interfaces and lines, and executes various functions of the electronic device 1 and processes data by running or executing programs or modules (e.g., medical service orchestration, etc.) stored in the memory 11, and calling data stored in the memory 11.
The bus may be a peripheral component interconnect standard (Peripheral Component Interconnect, PCI) bus or an extended industry standard architecture (Extended Industry Standard Architecture, EISA) bus, among others. The bus may be classified as an address bus, a data bus, a control bus, etc. The bus is arranged to enable a connection communication between the memory 11 and at least one processor 10 etc.
Fig. 4 shows only an electronic device with components, it being understood by a person skilled in the art that the structure shown in fig. 4 does not constitute a limitation of the electronic device 1, and may comprise fewer or more components than shown, or may combine certain components, or may be arranged in different components.
For example, although not shown, the electronic device 1 may further include a power source (such as a battery) for supplying power to each component, and preferably, the power source may be logically connected to the at least one processor 10 through a power management device, so that functions of charge management, discharge management, power consumption management, and the like are implemented through the power management device. The power supply may also include one or more of any of a direct current or alternating current power supply, recharging device, power failure detection circuit, power converter or inverter, power status indicator, etc. The electronic device 1 may further include various sensors, bluetooth modules, wi-Fi modules, etc., which will not be described herein.
Further, the electronic device 1 may also comprise a network interface, optionally the network interface may comprise a wired interface and/or a wireless interface (e.g. WI-FI interface, bluetooth interface, etc.), typically used for establishing a communication connection between the electronic device 1 and other electronic devices.
The electronic device 1 may optionally further comprise a user interface, which may be a Display, an input unit, such as a Keyboard (Keyboard), or a standard wired interface, a wireless interface. Alternatively, in some embodiments, the display may be an LED display, a liquid crystal display, a touch-sensitive liquid crystal display, an OLED (Organic Light-Emitting Diode) touch, or the like. The display may also be referred to as a display screen or display unit, as appropriate, for displaying information processed in the electronic device 1 and for displaying a visual user interface.
It should be understood that the embodiments described are for illustrative purposes only and are not limited to this configuration in the scope of the patent application.
The medical service orchestration stored by the memory 11 in the electronic device 1 is a combination of instructions that, when executed in the processor 10, may implement:
Receiving a business arrangement request of a butt joint medical channel, and analyzing the business arrangement request to obtain a function requirement list;
performing function matching on each function requirement in the function requirement list and medical service modules in a preset medical service module library in sequence, and collecting the matched medical service modules into a selectable medical service module set of the medical channel;
performing duplicate removal checking on the medical service modules in the selectable medical service module set, and taking the medical service module set with the duplicate medical service modules deleted as a target medical service module set;
acquiring preset module codes of each medical service module in the target medical service module set, forming a service arrangement result code of the medical channel by utilizing each module code, and returning the service arrangement result code to the medical channel.
Further, the modules/units integrated in the electronic device 1 may be stored in a computer readable storage medium if implemented in the form of software functional units and sold or used as separate products. The computer readable storage medium may be volatile or nonvolatile. For example, the computer readable medium may include: any entity or device capable of carrying the computer program code, a recording medium, a U disk, a removable hard disk, a magnetic disk, an optical disk, a computer Memory, a Read-Only Memory (ROM).
The present invention also provides a computer readable storage medium storing a computer program which, when executed by a processor of an electronic device, can implement:
receiving a business arrangement request of a butt joint medical channel, and analyzing the business arrangement request to obtain a function requirement list;
performing function matching on each function requirement in the function requirement list and medical service modules in a preset medical service module library in sequence, and collecting the matched medical service modules into a selectable medical service module set of the medical channel;
performing duplicate removal checking on the medical service modules in the selectable medical service module set, and taking the medical service module set with the duplicate medical service modules deleted as a target medical service module set;
acquiring preset module codes of each medical service module in the target medical service module set, forming a service arrangement result code of the medical channel by utilizing each module code, and returning the service arrangement result code to the medical channel.
In addition, each functional module in the embodiments of the present invention may be integrated in one processing unit, or each unit may exist alone physically, or two or more units may be integrated in one unit. The integrated units can be realized in a form of hardware or a form of hardware and a form of software functional modules.
It will be evident to those skilled in the art that the invention is not limited to the details of the foregoing illustrative embodiments, and that the present invention may be embodied in other specific forms without departing from the spirit or essential characteristics thereof.
The present embodiments are, therefore, to be considered in all respects as illustrative and not restrictive, the scope of the invention being indicated by the appended claims rather than by the foregoing description, and all changes which come within the meaning and range of equivalency of the claims are therefore intended to be embraced therein. Any reference signs in the claims shall not be construed as limiting the claim concerned.
The blockchain is a novel application mode of computer technologies such as distributed data storage, point-to-point transmission, consensus mechanism, encryption algorithm and the like. The Blockchain (Blockchain), which is essentially a decentralised database, is a string of data blocks that are generated by cryptographic means in association, each data block containing a batch of information of network transactions for verifying the validity of the information (anti-counterfeiting) and generating the next block. The blockchain may include a blockchain underlying platform, a platform product services layer, an application services layer, and the like.
The embodiment of the application can acquire and process the related data based on the holographic projection technology. Among these, artificial intelligence (Artificial Intelligence, AI) is the theory, method, technique and application system that uses a digital computer or a digital computer-controlled machine to simulate, extend and extend human intelligence, sense the environment, acquire knowledge and use knowledge to obtain optimal results.
Furthermore, it is evident that the word "comprising" does not exclude other elements or steps, and that the singular does not exclude a plurality. A plurality of units or means recited in the system claims can also be implemented by means of software or hardware by means of one unit or means. The terms second, etc. are used to denote a name, but not any particular order.
Finally, it should be noted that the above-mentioned embodiments are merely for illustrating the technical solution of the present application and not for limiting the same, and although the present application has been described in detail with reference to the preferred embodiments, it should be understood by those skilled in the art that modifications and equivalents may be made to the technical solution of the present application without departing from the spirit and scope of the technical solution of the present application.
Claims (10)
1. A method of medical service orchestration, the method comprising:
Receiving a business arrangement request of a butt joint medical channel, and analyzing the business arrangement request to obtain a function requirement list;
performing function matching on each function requirement in the function requirement list and medical service modules in a preset medical service module library in sequence, and collecting the matched medical service modules into a selectable medical service module set of the medical channel;
performing duplicate removal checking on the medical service modules in the selectable medical service module set, and taking the medical service module set with the duplicate medical service modules deleted as a target medical service module set;
acquiring preset module codes of each medical service module in the target medical service module set, forming a service arrangement result code of the medical channel by utilizing each module code, and returning the service arrangement result code to the medical channel.
2. The medical service orchestration method according to claim 1, wherein said parsing the service orchestration request to obtain a list of functional requirements, comprises:
obtaining a channel code of the medical channel from the business arrangement request;
inquiring a demand function list ID corresponding to a channel code in a preset mapping relation table of the channel code and the demand list;
And acquiring a corresponding required function list according to the required function list ID.
3. The medical service arrangement method according to claim 1, wherein the sequentially performing function matching on each function requirement in the function requirement list and the medical service modules in the preset medical service module library, and collecting the matched medical service modules as the selectable medical service module set of the medical channel includes:
acquiring requirement description information of each function requirement, and extracting requirement characteristics of the function requirement according to the requirement description information;
acquiring module profile information of each medical service module in the preset medical service module library, and extracting module characteristics of each medical service module according to the module profile information;
sequentially taking one function requirement in the function requirement list as a target function requirement;
clustering the demand characteristics corresponding to the target function demands with all module characteristics of the preset medical service module library;
taking a medical service module corresponding to the cluster where the target function requirement is located as an optional medical service module;
and collecting all the selectable medical service modules to obtain the selectable medical service module set.
4. A medical service orchestration method according to claim 3, wherein the extracting demand features of the functional demands comprises:
performing word segmentation on the requirement description information to obtain a word segmentation set, and converting each word segment in the word segmentation set into a word vector;
constructing a demand vector matrix of the demand description information by using the word segmentation set and the word vector of each word segmentation;
sequentially selecting one word as a target word, and calculating a key value of the target word according to a word vector of the target word and the demand vector matrix;
selecting a preset number of word segments from the word segment set according to the sequence from the key value to the key value as characteristic word segments;
and splicing word vectors of the feature word segmentation to obtain the requirement features of the requirement description information.
5. The medical service orchestration method according to claim 1, wherein the sequentially matching each function requirement in the function requirement list with a medical service module in a preset medical service module library further comprises:
when the function requirement which is not matched with the medical service module exists, taking the function requirement which is not matched with the medical service module as a new function requirement, and sending a new function requirement order;
Receiving a new function service module completed according to the new function design order;
and adding the new functional service module into the selectable medical service module set and the preset medical service module library.
6. The medical services orchestration method according to claim 3, wherein said performing a duplication elimination check on the medical services modules in the set of selectable medical services modules comprises:
sequentially selecting one medical service module from the selectable medical service module set as a weight removing object;
calculating the similarity between the module characteristics of the weight-removing object and the module characteristics of each other medical service module;
and selecting the repeated objects with the similarity larger than a preset similarity threshold as repeated objects, and deleting the repeated objects.
7. A medical service orchestration device, the device comprising:
the function analysis module is used for receiving a business arrangement request of the butt joint medical channel and analyzing the business arrangement request to obtain a function requirement list;
the function matching module is used for sequentially performing function matching on each function requirement in the function requirement list and the medical service modules in the preset medical service module library, and collecting the matched medical service modules into a selectable medical service module set of the medical channel;
The module duplicate removal module is used for carrying out duplicate removal inspection on the medical service modules in the selectable medical service module set, and taking the medical service module set after deleting the duplicate medical service modules as a target medical service module set;
the module combination module is used for acquiring preset module codes of each medical service module in the target medical service module set, forming a service arrangement result code of the medical channel by utilizing each module code, and returning the service arrangement result code to the medical channel.
8. The medical services orchestration device according to claim 7, wherein the module weight-removal checks the medical services modules in the set of selectable medical services modules by:
sequentially selecting one medical service module from the selectable medical service module set as a weight removing object;
calculating the similarity between the module characteristics of the weight-removing object and the module characteristics of each other medical service module;
and selecting the repeated objects with the similarity larger than a preset similarity threshold as repeated objects, and deleting the repeated objects.
9. An electronic device, the electronic device comprising:
At least one processor; the method comprises the steps of,
a memory communicatively coupled to the at least one processor; wherein, the liquid crystal display device comprises a liquid crystal display device,
the memory stores a computer program executable by the at least one processor to enable the at least one processor to perform the medical service orchestration method according to any one of claims 1-6.
10. A computer readable storage medium storing a computer program, wherein the computer program when executed by a processor implements the medical service orchestration method according to any one of claims 1-6.
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| CN202310827568.XA CN116805529A (en) | 2023-07-06 | 2023-07-06 | Medical service arrangement method, device, equipment and computer readable storage medium |
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