KR20210153878A - An apparatus for providing medical contents infomation sevice based on health risk prediction - Google Patents

Abstract

An operating method of an apparatus for providing a medical content information service according to an embodiment of the present invention includes the steps of: collecting health checkup data from an information input terminal; performing de-identification corresponding to the collected data; performing analysis for providing one or more health care services corresponding to the de-identified data; processing health care content corresponding to a result of the analysis; obtaining personalized health checkup data corresponding to an information use terminal; and providing one or more medical content information services based on the processed content and the personalized health checkup data to the information use terminal.

Description

Medical content information service providing device based on health risk prediction

The present invention relates to a service providing method and an apparatus therefor. More specifically, the present invention relates to an apparatus for predicting health risk by using personalized health checkup data analysis and providing a medical content information service based on the predicted health risk.

Recently, health checkup has been established as an essential checkup, and accordingly, various types of health checkup treatment services are provided at universities, general checkup centers, hospitals, hospitals, hospitals, and public medical institutions in each region.

The health checkup result information according to this health checkup treatment service is very professional and personal medical information. Therefore, the information is managed only by the institution that received the health checkup and cannot be provided to other institutions, and it cannot be provided to other institutions. It is provided only as a medium.

In particular, medical institutions such as hospitals integrate and manage not only health check-up result information but also various other patients' medical information. It can only be processed by an institution, and due to reasons such as personal information and security, it is restricted from being thoroughly provided to other institutions unless it is a collaborating institution.

However, the health check result information is information that can be handled directly by an individual, and under the consent of the individual, it must be used to receive counseling from other medical institutions or to receive related services. There is an urgent need for a system that can provide customized and efficient management services.

However, the current health checkup result information is individually documented by different formats and standards for each medical institution, the data format of the institution that processes medical information is also different, and the processing data format and encryption process of the collaborating institution are also different from each other. However, in the current system, it is very difficult to provide a common service based on health checkup result information due to the closure of the institution.

For example, due to the lack of scalability of data for each medical institution, if an individual changes health checkup institutions, other institutions have no way to directly check the past health checkup results, and even if documents are submitted from individuals, Since information according to a completely different format and standard is included, it cannot be automated or easily processed.

Therefore, even if an individual's consent is obtained, it is very difficult to provide a personalized service using the whole period health checkup data and to provide an analysis service based thereon under the current system and various conditions.

In addition, even if an individual receives health checkup result information, the specific medical information desired by each individual may be different. Not only is it difficult to do this, but it is also difficult to provide specific information according to separate requirements or inquiries.

Furthermore, despite the accumulation of health checkup result information, only information on new health checkup results is provided in the form of documents each time, so the current health checkup result service has a very low usability compared to the value of the information provided. There is a problem.

The present invention has been devised to solve the above problems, and collects, converts, stores, and manages health check-related data from an individual's information input terminal, and can provide an individual's entire periodic health care service based on this, in particular, Health using health check-up data that can appropriately provide various contents according to analysis and processing to information-using terminals after the examination-related data is converted, matched, and de-identified according to a standardized model and built into a database An object of the present invention is to provide a method for providing a management service and an apparatus for the same.

In addition, the present invention provides a data parsing and format conversion process that can automate the input and storage process of individual health checkups, and through this, classification, storage and management of individual health checkup data converted and uploaded according to the standardized model An object of the present invention is to provide a health care service method and apparatus for easily constructing a health checkup database.

Another object of the present invention is to provide a medical content information service providing apparatus capable of providing personalized medical content information for each health checkup service user based on an individual health checkup database, and an operating method thereof.

Another object of the present invention is to provide an apparatus for providing a medical content information service that predicts a health risk based on an individual health checkup database and analyzes health checkup data, and corresponds to the predicted health risk.

According to an embodiment of the present invention, there is provided an apparatus for solving the above problems, in an apparatus for providing a medical content information service, comprising: a data collection unit configured to collect health examination data from an information input terminal; a de-identification processing unit that performs de-identification processing corresponding to the collected data; In order to provide one or more health care services corresponding to the de-identified data, numerical information for each specific item classified by item, such as vascular age, metabolic age, liver age, and fat age, and the current value compared with the values of other users an analysis processing unit for performing analysis processing with personalized health checkup data including numerical grade information and numerical increase/decrease information for each item for a certain period of time; a content processing unit for processing health care content corresponding to the analysis processing result; and a service providing unit that provides, to the information use terminal, one or more medical content information services based on the processed content and the personalized health checkup data when the personalized health checkup data corresponding to the information use terminal is obtained.

According to an embodiment of the present invention, there is provided a method for operating an apparatus for providing medical content information, comprising: collecting health examination data from an information input terminal; performing de-identification processing corresponding to the collected data; performing analysis processing for providing one or more health care services corresponding to the de-identified data; processing health care content corresponding to the analysis processing result; obtaining personalized health checkup data corresponding to the information use terminal; and providing one or more medical content information services based on the processed content and the personalized health checkup data to the information using terminal.

According to an embodiment of the present invention, the service providing apparatus according to an embodiment of the present invention collects, converts, stores and manages health check-related data from an individual's information input terminal, and provides an individual's entire periodic health management service based on this. In particular, since health check-related data is converted, matched, and de-identified according to a standardized model and built into a database, various contents according to subsequent analysis and processing can be appropriately provided to the information use terminal.

In addition, according to an embodiment of the present invention, in the service providing system, by providing a health checkup image matching device that provides a user interface for accurate matching processing of health checkup related data, an efficient health checkup related input that goes beyond a simple character recognition function Enables data conversion processing.

In addition, the present invention provides a data parsing and format conversion process that can automate the input and storage process of individual health checkups, and through this, classification, storage and management of individual health checkup data converted and uploaded according to the standardized model It is possible to provide a health care service method and apparatus for easily constructing a health checkup database.

In addition, the present invention can provide a medical content information service providing apparatus capable of providing personalized medical content information for each health checkup service user based on an individual health checkup database, and an operating method thereof.

In particular, according to an embodiment of the present invention, based on the result of each user's health checkup results and accumulated learning data, the user identifies specific information, requirements, inquiries, etc. desired by the user and provides appropriate medical content information service corresponding thereto, thereby improving health It is possible to provide an apparatus for providing a medical content information service capable of improving the utility of examination result data, and an operating method thereof.

1 is a conceptual diagram schematically illustrating an entire system according to an embodiment of the present invention.
2 is a block diagram illustrating an information input terminal according to an embodiment of the present invention in more detail.
3 is a block diagram illustrating a service providing server according to an embodiment of the present invention in more detail.
4 is a block diagram illustrating a database server according to an embodiment of the present invention in more detail.
5 is a flowchart for explaining the operation of the service providing apparatus according to an embodiment of the present invention in more detail.
6 is a flowchart for explaining the operation of a service providing apparatus according to another embodiment of the present invention in more detail.
7 is a ladder diagram for explaining the overall system operation according to an embodiment of the present invention.
8 is a conceptual diagram schematically illustrating an entire system according to another embodiment of the present invention.
9 is a block diagram illustrating an apparatus for matching a medical examination image according to another embodiment of the present invention.
10 is a block diagram illustrating in more detail a service providing unit of a service providing apparatus according to an embodiment of the present invention, and FIGS. 11 to 13 are detailed views of each component included in the service providing unit according to an embodiment of the present invention. These are detailed block diagrams showing the configurations.
14 is a flowchart illustrating a method of operating a service providing apparatus according to an embodiment of the present invention.
15 to 19 are diagrams illustrating a user interface provided from a service providing apparatus to an information using terminal according to an embodiment of the present invention.

The following is merely illustrative of the principles of the invention. Therefore, those skilled in the art will be able to devise various devices that, although not explicitly described or shown herein, embody the principles of the present invention and are included within the spirit and scope of the present invention. Further, it is to be understood that all conditional terms and examples listed herein are, in principle, expressly intended solely for the purpose of enabling the concept of the present invention to be understood, and not limited to the specifically enumerated embodiments and states as such. should be

Moreover, it is to be understood that all detailed description reciting the principles, aspects, and embodiments of the invention, as well as specific embodiments, are intended to cover structural and functional equivalents of such matters. It should also be understood that such equivalents include not only currently known equivalents, but also equivalents developed in the future, i.e., all devices invented to perform the same function, regardless of structure.

Thus, for example, the block diagrams herein are to be understood as representing conceptual views of illustrative circuitry embodying the principles of the present invention. Similarly, all flowcharts, state transition diagrams, pseudo code, etc. may be tangibly embodied on computer-readable media and be understood to represent various processes performed by a computer or processor, whether or not a computer or processor is explicitly shown. should be

In addition, the clear use of terms presented as processor, control, or similar concepts should not be construed as exclusively referring to hardware having the ability to execute software, and without limitation, digital signal processor (DSP) hardware, ROM for storing software. It should be understood to implicitly include (ROM), RAM (RAM) and non-volatile memory. Other common hardware may also be included.

The above objects, features and advantages will become more apparent through the following detailed description in relation to the accompanying drawings, and accordingly, those of ordinary skill in the art to which the present invention pertains can easily implement the technical idea of the present invention. There will be. In addition, in the description of the present invention, if it is determined that a detailed description of a known technology related to the present invention may unnecessarily obscure the gist of the present invention, the detailed description thereof will be omitted.

Hereinafter, a preferred embodiment according to the present invention will be described in detail with reference to the accompanying drawings.

1 shows an entire system according to an embodiment of the present invention.

Referring to FIG. 1 , a service system according to an embodiment of the present invention includes one or more information input terminals 100 , a service providing system 1000 , and one or more information use terminals 500 , wherein the service providing system 1000 . ) may be configured to include the service providing server 300 and the database server 400 .

More specifically, the information input terminal 100 , the service providing server 300 , the database server 400 , and the information use terminal 500 may be connected by wire or wirelessly through a network.

For mutual communication between networks, each information input terminal 100, service providing server 300, database server 400, and information use terminal 500 includes an Internet network, LAN, WAN, PSTN (Public Switched Telephone Network), Data can be transmitted and received through PSDN (Public Switched Data Network), cable TV network, WIFI, mobile communication network, and other wireless communication networks. In addition, each of the information input terminal 100 , the service providing server 300 , the database server 400 , and the information use terminal 500 may include a respective communication module for communicating with a protocol corresponding to each communication network.

In addition, the information input terminal 100 or information use terminal 500 described in this specification includes a mobile phone, a smart phone, a laptop computer, a digital broadcasting terminal, a PDA (Personal Digital Assistants), a PMP ( Portable Multimedia Player), navigation, etc. may be included, but the present invention is not limited thereto, and may be various devices capable of user input and information display.

First, the information input terminal 100 may receive service registration information to the service providing system 1000 according to a user input and transmit it to the service providing server 300 or the database server 400 . For service registration, user information including user personal information and consent information, and health checkup information including questionnaire information and health checkup image information may be input to the input terminal 100 .

Here, the questionnaire information may include one or more questionnaires and response information for the user's cognitive dysfunction, mental health examination, cancer examination, general examination, etc. It may include a photographed or scanned image of a document.

In particular, the information input terminal 100 may include various imaging means such as an optical sensor and a processing unit (not shown) for obtaining health examination image information. The imaging means may include, for example, a scanner, a camera, and the like, and may perform continuous image recognition for each page of a health checkup result document and output it as one health checkup image information.

In addition, the information input terminal 100 may generate health check-related data based on user information and health check-up information and transmit it to the service providing system 1000 . The service providing server 300 responds to the health check-up related data. may perform user service registration processing, and the database server 400 may perform database provision processing for classification, matching storage, and database construction and analysis of health check-related data.

In particular, according to an embodiment of the present invention, the information input terminal 100 may perform verification processing of health examination-related data by interworking with the database server 400, and thus accurately verified health examination result document image and questionnaire Information conversion data may be generated, and the generated converted data may be included in the health check-up related data and used for efficient matching, analysis, and personalized health care service provision processing.

On the other hand, the database server 400 builds a database for providing the health care service of the service providing server 300 through matching and classification processing based on the health check-up related data received from the information input terminal 100, and Store and manage the database.

Accordingly, the service providing server 300 may generate a health management service process using the database information built in the database server 400 , and health management service contents according to the execution of the generated health management service process are displayed on the information use terminal. (500) may be provided.

Here, the service providing server 300 may be implemented as a system for generating, storing, managing and relaying content data configured for providing health care services, and converting the communication protocol of the health care service content data, a file Server, Collect Server, Push Gateway Server, Send Server, Account Server, Admin Server, Receive Server, Conversion Server, Messaging Server, Push Receive Server, Push Send Server can do.

Here, the health management service content may be generated based on the collection and analysis of health checkup data, and the health checkup interpretation service, user statistics analysis service, personalized user behavior and tendency analysis service, on-demand analysis and consultation service, and customized medical advertisement service , may include at least one of clinical trial matching service, outlier notification service, outlier-specific content recommendation service, follow-up service, or simple PHR service, and is provided to the information use terminal 500 according to the type of analysis processing and content provided The type and format of the content data to be used may be determined in various ways.

The information use terminal 500 may be a terminal that receives and outputs service information according to a health management service process from the service provision server 300 according to health management service registration with the service provision server 300 , and uses information The terminal 500 may be the same terminal as the information input terminal 100 , or may be another terminal used in a hospital institution or the like. For example, the information use terminal 500 may be a terminal used by a user who has input his/her health checkup information to receive his/her health care service, and collects other people's health checkup information to perform statistical analysis It may be a terminal that is used in a medical institution, or a terminal of a medical institution that wants to input additional medical information according to the PHR service by being assigned a right corresponding to the health checkup information of another person.

On the other hand, the service providing server 300 and the database server 400 according to an embodiment of the present invention may be configured as one service providing system 1000 or as individual servers connected to each other through a network and located in different remote locations. may be Accordingly, the present invention is not limited to the type of network system connection.

In addition, the service providing system 1000 may provide various additional information processed according to the health management service based on the health checkup data, and communicate with a separate financial server to provide the health care service based on the health checkup data. Further processing and the like may be performed.

2 is a block diagram illustrating an information input terminal according to an embodiment of the present invention in more detail.

Referring to FIG. 2 , the information input terminal 100 according to an embodiment of the present invention includes a communication unit 110 , a control unit 120 , an input unit 130 , a storage unit 135 , a questionnaire information processing unit 140 , and health It includes an examination image acquisition unit 150 , an input data conversion unit 160 , and a display unit 170 .

In particular, the information input terminal 100 according to an embodiment of the present invention may transmit service registration information to the service providing system 1000 according to information input and conversion processing. Also, it may function as the information use terminal 500 that receives and outputs service content from the service providing system 1000 . In this case, the information use terminal 500 may include only the components 110 , 120 , 130 , 135 , and 170 for receiving and outputting or displaying health care service content, and the questionnaire information processing unit 150 . ), the health checkup image acquisition unit 150 , and the input data conversion unit 160 may be omitted from the information use terminal 500 .

First, the communication unit 110 may include one or more modules that enable wireless communication between the information input terminal 100 and a network in which the service system 1000 is located. For example, the communication unit 110 may include at least one of a mobile communication module, a wireless Internet module, and a short-range communication module.

The display unit 170 displays and outputs information processed by the information input terminal 100 . In addition, the display unit 170 may output a health checkup data input interface, and input of questionnaire information and a health checkup image may be easily processed through the health checkup data input interface.

The display unit 170 includes a liquid crystal display, a thin film transistor-liquid crystal display, an organic light-emitting diode, a flexible display, a three-dimensional display ( 3D display), and may be implemented as a touch screen interworking with the input unit 130 .

In addition, the input unit 130 may include one or more user input means for receiving and processing a user input. For example, the input unit 130 may input user information and health checkup information through various other input methods such as a keyboard, mouse or touch screen, optical reading, and the like.

In addition, the storage unit 135 stores data for the operation of the input terminal 100 , and may temporarily store the input questionnaire information and health checkup image, and may also delete it according to the lapse of a predetermined time.

In addition, the control unit 120 may control the overall operation of each component as described above, and may perform processes for other functions of the information input terminal 100 .

More specifically, first, the information input terminal 100 receives service registration information to the service providing system 1000 according to a user input to the input unit 130 and sends it to the service providing server 300 or the database server 400 . can be transmitted

The service registration information may include user information, and the user information may include user recognition information or login registration information according to the simple subscription service provided by the service providing server 300 . This is to provide a login method using APIs of other portals or SNS services without going through a complicated registration process to prevent users from leaving and increase usability, and login information of other portals or SNS services is included in the service registration information. can

In addition, the service registration information may include consent information, in particular, may include agreement agreement information corresponding to the registration and use of health information data transmitted together. Consent information may include consent information in response to receiving notification services, text messages, e-mails, etc. in addition to agreement to terms and conditions.

And, the service registration information may include questionnaire information. The questionnaire information is health examination information included in the health examination data, and may include one or more questionnaires and response information for a user's cognitive dysfunction, mental health examination, cancer examination, general examination, and the like.

For the questionnaire information input, the questionnaire information processing unit 140 may provide a questionnaire information input interface to the user, and the questionnaire information input interface provides a query to the user in a chatbot or scroll method, and responds to the inquiry through the input unit 130 . Corresponding response information may be input. In addition, the questionnaire information processing unit 140 may match the query information and the response information, and transmit the processed questionnaire information to the input data conversion unit 160 .

Here, the questionnaire information input interface provided by the questionnaire information processing unit 140 is a text interface for processing answer input, a radio button interface (select 1 type), a check box (duplicate selection type) interface, or scroll bars 1 to 5 1, etc.) interface, or an interface such as a combo box, the user may input response information in various ways.

The contents of the questionnaire may correspond to at least one of cognitive dysfunction, mental health examination, cancer screening, and some or all of the general contents, but embodiments of the present invention may not be limited to the questionnaire items.

In addition, the questionnaire information may be converted into health checkup data by the conversion unit 160 , and the configured health checkup data may be transmitted to the database server 400 together with user information and consent information to be used in a health checkup database construction process. . For example, the health checkup data transmitted from the information input terminal 100 may be stored and managed in a health checkup parsing table in the user information database.

Meanwhile, the health checkup image acquisition unit 150 may include one or more image processing means for acquiring a health checkup image according to a photographing or scanning of a health checkup result document received by a user from a medical institution or the like.

In particular, the health checkup image acquisition unit 150 provides a health checkup image acquisition interface so that the user can easily photograph a normal health checkup result document, and the conversion unit 160 converts it to normal and uploads it. .

First, the health checkup image acquisition unit 150 may provide a camera photographing interface for acquiring the health checkup image. This is to use the camera function of the information input terminal 100, and the control unit 120 of the information input terminal 100 drives the photographing module when providing a camera photographing interface for obtaining a health checkup image, along with photographing guidelines ( outline), and at least one of saturation, contrast, and sharpness corresponding thereto may be adjusted to an appropriate level in the medical examination result document.

Also, the health checkup image acquisition unit 150 may provide an image selection interface in the storage unit 135 for acquiring the health checkup image.

The health checkup image acquisition unit 150 may obtain a health checkup image by designating a document range from a previously stored health checkup image, and providing an image selection interface for adjusting at least one of saturation, contrast, and sharpness. Here, the health checkup image acquisition unit 150 may provide a guide interface in the form of a rectangular frame for specifying the range of the acquired image on the image selection interface, and transforms each vertex or line of the guide interface according to a user input to provide a document Only the image part can be processed to be selected correctly.

On the other hand, the health checkup image acquisition unit 150 may continuously display each photographing or scanning sequence number in consideration that the health examination result document is composed of a plurality of pages, and provides a photographing completion button and a completion button When this is selected, document identification information indicating the last image or the total number of pages is processed to be input to the health examination data.

On the other hand, the input data conversion unit 160 performs conversion processing corresponding to the acquired health checkup image, converts it into health checkup image information that can be processed in the database server 400 and uploads to the database server 400 . Bar, it is possible to verify in advance whether the image is a health checkup image that can be processed normally.

To this end, the input data conversion unit 160 may verify whether characters meeting the preset health checkup image rule condition are recognized through character recognition before uploading the image file obtained by the health checkup image acquisition unit 150. have. Character recognition may be exemplified by OCR or AI method, and the rule condition may include setting a minimum value for the number of characters. Also, for example, in the rule condition, the number of characters in the last image may be set as a judgment exception, and when the last image according to the document identification information is identified, the conversion unit 160 omits the comparison between the number of characters and the minimum value. can do.

The input data conversion unit 160 configures health checkup data including user information, consent information, health checkup image, and document identification information when the number of words in the image is recognized as a number greater than or equal to a standard number, and uploads to the database server 400 . can

More specifically, the health checkup image may be converted into a separately set image file, matched with the user information in the atypical data table managed by the user information management unit 410 in the database server 400, and stored together with the upload date information can be

In addition, the service providing server 300 may transmit the upload completion information to the information input terminal 100, and inform that it takes time to register the service according to data conversion and matching analysis, and push a notification or message when the final service registration is completed. and the like may be transmitted to the information input terminal 100 .

On the other hand, the service providing server 300 can provide a function of storing, managing, and sharing data stored in the database server 400 upon completion of the upload, for example, the service providing server 300 is provided to the database server 400 . The registered user's health checkup data can be converted into another image format and provided to the information input terminal 100, or a messenger, sns, text, transmission service to other applications, etc. can be provided to the information input terminal 100 .

On the other hand, the health checkup image data converted in the information input terminal 100 may be matched and converted into text information in a separate device and stored in the database server 400, and a health checkup image providing a separate user interface for this purpose The matching device 600 may be separately provided. This will be separately described later with reference to FIG. 8 .

On the other hand, when the service information registration is completed, the user final confirmation information and service use registration information may be input in the information input terminal 100, and accordingly, the information input terminal 100 will function as the information use terminal 500 thereafter. be able to The service use registration information may include service information corresponding to at least one of a customized follow-up management notification service provided by the service providing server 300, a healthcare benefit (customized advertisement) service, and a clinical trial information provision (matching service) service. In addition, the user may transmit setting information for setting whether to apply for each service and time for consent, permission or rejection for push notifications to the service providing server 300 . The service providing server 300 may store and manage related setting information through the user information master table managed through the user information management unit 410 of the database server 400 .

Accordingly, the database server 400 may perform classification and storage management processing for building a database corresponding to the uploaded user's health checkup data, and data collection, de-identification processing and Database information for data analysis processing may be provided to the service providing server 300 .

On the other hand, when the verification of the input data conversion unit 160 fails, the health checkup image acquisition unit 150 may output an interface guiding re-photography or re-scan through the display unit 170 .

3 is a block diagram illustrating a service providing server according to an embodiment of the present invention in more detail, and FIG. 4 is a block diagram illustrating a database server according to an embodiment of the present invention in more detail.

Hereinafter, the analysis processing of health checkup data according to interworking between the service providing server 300 and the database server 400 according to an embodiment of the present invention and the health care service provision process to the information use terminal 500 will be described in more detail. to do it

First, the service providing server 300 collects necessary health checkup data from a database built in advance from the database server 400, performs de-identification processing corresponding to the collected health checkup data, and uses one or more information tables. According to a specified rule, the analysis of the de-identified data is performed, and the health care content corresponding to the analysis result is processed and visualized, and the processed and visualized content can be transmitted to the information use terminal 500 . have.

To this end, the service providing server 300 may include a data collection unit 310, a de-identification processing unit 320, an analysis processing unit 330, a content processing unit 350, and a service providing unit 360, The database server 400 may include a user information manager 410 , a healthcare database 420 , a content database 430 , a community database 440 , and an analysis information database 450 .

First, the user information management unit 410 of the database server 400 is collected by the data collection unit 310 of the service providing server 300 and de-identified by the de-identification processing unit 320, user information, consent information , questionnaire information and health checkup image information can be classified, stored, and managed according to a preset table.

Here, the table stored and managed through the user information management unit 410 may include at least one of a user information master table, an atypical data table, a health check parsing table, other parsing tables, anonymization and masking tables, and a user propensity table. .

For example, the data collection unit 310 can process the conversion of the collected data and the storage request to the user information management unit 410, and simple login information input from the information input terminal 100, SNS or portal identification previously. User information such as information, user personal information, and consent information may be collected and transmitted to the user information management unit 410 . The user information management unit 410 may first store the user information in the user information master table.

In addition, the data collection unit 310 may collect and transform questionnaire information and deliver it to the user information management unit 410 , and the converted questionnaire information may be stored in the health checkup parsing table of the user information management unit 410 . .

On the other hand, the health checkup data input through the data collection unit 310 may include input processing of structured data between user information and health checkup images using expert input and artificial intelligence. To this end, the data collection unit 310 may be connected to a separate health checkup image format data conversion module for the related expert to convert each health checkup item into standardized data, and perform data conversion processing into a standardized format. .

Here, the health checkup image shaping data module may be implemented as a separate device or may be a module that is driven in the service providing server 300 or the database server 400 by software implementation to output a user interface, and the service providing server 300 ) or the database server 400 may separately include input and output devices for interface input/output. A more detailed interface input/output operation will be described later with reference to FIGS. 8 to 10 .

On the other hand, the de-identification processing unit 320 may perform an anonymization process of the health checkup data so that personal information cannot be leaked to the outside. For example, the de-identification processing unit 320 may anonymize name information as generalized identification information, may encode regional information corresponding to a city/gun/gu, and may delete detailed address information. In addition, the sensitive disease information above a preset level among the disease information may be masked with a separate code. This may be determined by reference information received from the National Health Insurance Corporation server or the Review and Assessment Service server.

In addition, the de-identification processing unit 320 may perform removal processing on personally identifiable information identified in the health examination image file.

Meanwhile, the analysis processing unit 330 performs analysis processing corresponding to the data collected by the data collection unit 310 , and stores and manages the analysis information in the analysis information database 450 .

In particular, the analysis processing unit 330 may include various analysis processing units according to the service type and purpose, the health examination analysis processing unit 331, the user behavior and tendency analysis processing unit 332, the user statistics analysis processing unit 333, Content recommendation processing unit 334 by user information and outliers, content recommendation processing unit 335 by user tendency, customized advertisement matching processing unit 336, clinical trial matching analysis processing unit 337, outlier determination analysis processing unit 338, customized post-mortem Including at least one of the management analysis processing unit 339 may be exemplified.

The health checkup analysis processing unit 331, based on the user information processed by the de-identification processing unit 320 and stored in the user information management unit 410 and the standardized-processed health checkup data, generates health checkup interpretation information, stored in the care database 420 . Accordingly, the health checkup analysis processing unit 331 may build the health care database 420 based on the contents of the standardized health checkup data.

More specifically, the format of the health checkup data standardized from the health checkup image may have a different format depending on the checkup institution, and the numerical expression form and standards may be different, so the health checkup analysis processing unit 331 provides for each figure. The unification process can be followed. To this end, a dictionary and a thesaurus table may be pre-stored in the healthcare database 420 .

In addition, the outlier determination analysis processing unit 338 can determine and analyze a specific matter according to the health checkup interpretation information stored in the healthcare database 420 , and the analyzed information can be stored in the analysis information database 450 . have. To this end, the health care database 420 may include various outlier determination criteria tables related to each food, disease, drug, or symptom, and a health care database 420 corresponding thereto may be built, and analysis information may be stored in the analysis information database 450 .

The analysis information stored in the analysis information database 450 may be processed by the content processing unit 350 and provided to the information using terminal 500 through the service providing unit 360 .

For example, the analysis information according to the health checkup interpretation process associated with the health care database 420 may be processed in the form of a health checkup detail description service and provided to the information use terminal 500 .

In addition, the user behavior and tendency analysis processing unit 332 may store and manage the activity record information of each terminal 100 and 500 as a usage pattern table of the analysis information database 450, and perform a user departure analysis based on the usage pattern table. Alternatively, based on the pre-stored medical variable table and socioeconomic variable table, utilization pattern analysis information for each user characteristic may be generated and additionally stored in the usage pattern table of the analysis information database 450 .

The user statistical analysis processing unit 333 may use the medical variable table and the socioeconomic variable table to analyze the health checkup data in a statistical way, and store the analysis result in the analysis information database 450 . The analysis information database 450 may store the analysis information of the user statistical analysis processing unit in the basic statistics storage unit and the analysis information storage unit for each analysis request.

The content recommendation processing unit 334 for each user information and outliers, based on the user information and health checkup data, may be configured to appropriately respond to characteristics such as age, gender, outliers, medical variables, socioeconomic variables, etc. of the information use terminal 500 user. Analysis processing for recommending content may be performed.

Accordingly, the analysis information may be stored in the analysis information database 450 . For example, recommended content according to the comparison of the pre-stored abnormal value determination criterion table and the health examination data of the information use terminal 500 and user information is processed by the content processing unit 350 and information is provided through the service providing unit 360 . It may be provided to the user terminal 500 . The processed content may be, for example, disease-related content for which an abnormal value is exceeded, or description link content related to a health examination result image.

The content recommendation processing unit 335 for each user propensity may perform analysis processing for recommending appropriate content based on the user propensity information obtained from the user information in the user information management unit 410 . Analysis processing includes, for example, processing that recommends users with similar usage propensity (using similar content) based on a similar network structure (structure that shares the same content group), or recommends content that users can use using machine learning processing may be included. The analysis result processed by the analysis may be stored in the analysis information database 450 , and recommended content according to the analysis result is processed by the content processing unit 350 , and is transmitted to the information use terminal 500 through the service providing unit 360 . can be provided.

The customized advertisement matching analysis processing unit 336 may perform advertisement matching analysis processing between the individual user and the advertisement agency. For example, the customized advertisement matching analysis processing unit 336 may receive information from an external advertiser terminal, along with advertisement information, matching age, gender, or user (eg, obesity group, high blood pressure group) information with an outlier, based on this The advertisement information may be provided to the information using terminal 500 analyzed through the matching analysis process of the appropriate user. The advertisement information may include benefit information such as discounts or additional services corresponding to the use of medical services, and matching priorities may be differentiated according to the benefit information. According to the difference in priority, the frequency or location of advertisement exposure in the information using terminal 500 may vary. Through this, the user of the information use terminal 500 can receive information and benefits on customized medical benefits or additional services, and the advertiser can provide an appropriate advertisement by targeting the target target.

The clinical trial matching analysis processing unit 337 may perform matching analysis and relay processing between an individual user and an institution that intends to conduct a clinical trial, such as a pharmaceutical company.

For example, the consent information may include consent information for providing clinical trial information, and the clinical trial matching analysis processing unit 337 is based on characteristic information such as age, gender, smoking presence, outlier information, etc. provided from the clinical trial institution terminal. Accordingly, the agreed information input terminal 100 or the information use terminal 500 may be matched and analyzed. Accordingly, the service provider 360 may provide clinical trial recruitment information to the matched terminal.

The service provider 360 may receive the response of the recruitment information, provide it to the clinical trial institution, and then provide a message or contact relay matching service.

On the other hand, the abnormal value determination analysis processing unit 338 stores and manages the preset abnormal value table as described above, and determines the abnormality of the health examination data according to the abnormal value and reference information according to each table, and the health examination analysis processing unit It may be transmitted to 331 or stored in the health check parsing table 413 of the user information management unit 410 .

The customized post-management analysis processing unit 339 performs analysis processing to provide health care push notifications by time in the service providing unit 360 according to user information (age, gender, drinking, smoking, body fat index, outliers, etc.) can do.

The customized post-management analysis processing unit 339 uses the user information management unit 410 and the healthcare database 420 to send the most appropriate push notification based on complex information, and checks whether meal notification, drinking and smoking by time period , may generate push notification analysis information such as exercise recommendations, and the generated push notification analysis information may be provided to each information use terminal 500 through the service providing unit 360 .

For example, according to the analysis information of the customized post-management analysis processing unit 339, the service providing unit 360 may transmit a basic management push notification to the information use terminal 500, and additionally, according to the degree of abnormality of the health checkup data By providing recommended management course information and user-specified notification information by time period, it is possible to provide continuous customized follow-up health care service.

On the other hand, the user information management unit 410 can store and manage the user information corresponding to the individual user processed in the above-described service providing server 300, the user information master table 411, the unstructured data table 412) , a health check parsing table 413 , other parsing tables 414 , an anonymization and masking table 415 , and at least one of a user tendency table.

The user information master table 411 includes registration information (ID, SNS name, SNS ID, password, etc.) obtained from user information, personal information (date of birth, email, contact information, etc.), health care course information (meal, walking-step, etc.) number, walking distance, diet, etc.), treatment and prescription information may be stored and managed.

The unstructured data table 412 may store and manage data corresponding to items such as type, date, corresponding user ID, and file name for a health checkup file (atypical data such as a health checkup result sheet, an MRI reading sheet). . For example, the unstructured data table may include identification information (ID), sequence information (SEQ), doctor identification information (Doctor_id), and related medical information in the form of a table.

The health checkup parsing table 413 may include standardized data for all items corresponding to the health checkup image and questionnaire information and parsing data obtained by parsing the result data converted to facilitate analysis thereof, and It may include the identified result information and health checkup outlier identification information. For example, the questionnaire information table responds to items such as stroke, heart disease, high blood pressure, diabetes, dyslipidemia, tuberculosis, other (including cancer), family stroke, family heart disease, and family hypertension that correspond to user identification information. data of 0 or 1 may be included, and the health checkup data table may include checkup type information, health checkup image file name information, checkup date information, and upload date information, and as a result data table corresponding thereto, height, weight, Data such as waist circumference, body mass index, visual acuity, MIR readings, endoscopic records, and ultrasonography records may be included.

The other parsing table 414 may store and manage contents obtained by pre-processing and de-identifying atypical data except for the health checkup result sheet.

The anonymization and masking table 415 stores a mapping table (region code, sensitive disease history, etc.) required in the anonymization and masking process.

The user propensity table 416 collects and stores records of activities of the information use terminal 500 user through the service providing server 300 . The activity record may include the overall log data of the process from service subscription to content provision.

Meanwhile, the healthcare database 420 may include data on various types of medical and health-related knowledge and information.

In particular, the health care database 420 may store an outlier table for analysis and determination of an outlier, and the outlier table includes the name of the outlier (obesity, high blood pressure, etc.), reference information (upper and lower limits), source information (name of a society, etc.) , source date, and representativeness information (based on actual use in the country and region for each outlier), and the data for this may be stored and managed cumulatively according to the health checkup data.

In addition, the health care database 420 may include information such as a bar in which a food table can be stored, food names, nutrients for each food, related diseases, related drugs, related outliers, and the like.

In addition, a disease table may be stored in the healthcare database 420 , and the disease name table is KCD (Korean Standard Classification of Diseases). Based on the disease system such as snomed-ct, data such as disease, related drug, and related symptoms can be included.

Meanwhile, a drug table may be stored in the healthcare database 420 , and the drug table may include drugs, ingredients, related diseases, related symptoms, etc. based on common name codes, ATC codes, and the like.

In addition, the healthcare database 420 may include a symptom table, and the symptom table may include items for various symptoms and side effects based on MedDra, Who-art, and KCD.

Meanwhile, the healthcare database 420 may include a glossary and thesaurus table 426 , which is a table for storing health examination name and reference value information (each examination name, numerical unit, source, source period, representativeness). As such, it may be updated at regular intervals.

In addition, the health care database 420 may store a medical variable table, and the medical variable table includes reference names of variables used for medical statistics (family history for various diseases, amount of smoking or drinking, etc.) definition information, and It is possible to store mapping information with the corresponding user information.

On the other hand, the health care database 420 can store a table of socioeconomic variables, in the case of socioeconomic variables, income level, region, type of medical service institution (1st to tertiary hospitals, public health centers, oriental clinics, dentistry, pharmacies, etc.) It can include a table in which .

In addition, the healthcare database 420 may include a tree table, and the tree table is a hyperlinked hyperlink between the healthcare database 420 , the content database 430 , the community database 440 and the analysis information database 450 . Structural information for creating text structures can be stored and managed.

Meanwhile, the content database 430 may store and manage content processed by the content processing unit 350 or provided from the outside, and may be provided to the information use terminal 500 according to the request of the service providing unit 360 . can

For example, the content stored in the content database 430 may be video content, and the video content includes a unique number, title, content, performer, shooting date, and related health care-related video processed by the content processing unit 350 . The healthcare DB 420 may include information such as items (obesity, high blood pressure, disease, food, symptoms, etc.), keywords, addresses, and photographers.

Here, the video content may be produced through the content processing unit 350 using visual/auditory data so that the user can easily understand difficult medical concepts. For example, the video content may include video content about the concept of myopia and farsightedness and misconceptions about + and - vision.

In addition, the content stored in the content database 430 may be text content, and the text content includes information about nearby hospitals (hospital name, hospital type, location, contact information), specialties and related diseases by outliers, and content to be mentioned during treatment. It may include at least one of a guide, the latest treatment guidelines, medical and healthcare knowledge and information, and review content.

Meanwhile, the content stored in the content database 430 may be image content, and the image content may include illustrations, drawings (Venn diagram, flowchart, etc.) provided to the information use terminal 500, anatomy, and other infographics. can

Meanwhile, the content stored in the content database 430 may include interactive content. Interactive content may include at least one of type (flash, interactive image, AR, interactive web, etc.) information, content unique serial number, file name, file location, external link, and related post (for update management) information. can The interactive content may include a variety of interactive content that is difficult to express in the form of a video, image, or text, or that can explain by interacting with a user about content that is of high user interest or provide advice for each situation.

The community database 440 may provide an entire database that enables users of the information use terminal 500 to engage in community activities based on various conditions such as interests and similar diseases. For example, the community database 440 may store and manage data necessary for general community configuration, such as group information, group-specific users, group-specific page information, and basic group page configuration.

The analysis information database 450 may separately store and manage predetermined specific analysis information among the information processed by the analysis processing unit 330 .

For example, the analysis information database 450 may include the above-described usage pattern table, and the usage pattern table provides a service according to an embodiment of the present invention by a user of the information use terminal 500 or the information input terminal 100 . It is possible to collect and store the records of actions such as subscription, questionnaire, health check-up content shooting, analysis service use, and related content use from the time of downloading the application for . Such a usage pattern table may provide key data for providing a customized health care content service.

In addition, the analysis information database 450 may include an analysis table for each analysis request, and may store and manage the analysis result of the analysis processing unit 330 according to the external analysis request. For example, the analysis table for each analysis request can store and manage data such as the name of the analysis requester, date, specific requirements, analysis details, analysis-related media files, analysis completed document files, analysis feedback, etc., and such analysis result information can be used when requesting a re-request or similar analysis.

And, the analysis information database 450 may include a basic statistical table, the basic statistical table is population distribution, age distribution, the number of data per standard to find the most common statistics (chi-square test, t-test, etc.) ) can be included in a separate statistical table to make it easy, simple, and fast. The basic statistics table can be continuously cumulatively updated, its types can be increased, and related data can be stored in duplicate in several basic statistics tables.

On the other hand, the service providing server 300 can provide various services according to the above-described analysis processing to the information use terminal 500 through the service providing unit 360 , and the information use terminal 500 provides services to the information use terminal 500 . An application for this may be pre-installed.

In addition, the information using terminal 500 may perform an application-based service provision process. Basically, the information use terminal 500 may provide a health checkup history explanation service, which may include a basic user analysis service that provides analysis information on the health checkup history in response to user information and health checkup information. .

In addition, the user analysis service may further include a custom user analysis service according to the settings of the information use terminal 500 and an on-demand analysis and consultation service.

For example, the service provider 360 standardizes and presents the numerical values for each test item through the information use terminal 500 , and when each test item is touched, a description of the test item and related content (food, drug, disease) , symptoms, outliers, etc. text, image, video, interactive content) link information can be provided, and the healthcare database 420 and content database 430 information for this can be used.

In addition, the service providing unit 360 may provide content that visualizes the detection result of the outlier through the infographic element through the information use terminal 500, and when the user selects a specific value, the corresponding outlier name and the outlier may provide additional content related to For example, the service providing unit 360 may display an image of high obesity when the body mass index is 30 or more through the display unit of the information use terminal 500, and low-calorie food content good for diet and follow-up management for obesity Service link information can be provided together.

Meanwhile, the service providing unit 360 may provide a customized health care content service to the information using terminal 500 . The customized health management content service may include a service that recommends content that is closest to a corresponding condition when health checkup data is input or information such as age or age is input. To this end, the service providing unit 360 may obtain recommended content according to the analysis result of the content recommendation processing unit 335 for each user tendency and provide it through an application of the information use terminal 500 .

In addition, the service providing unit 360 may provide a customized follow-up service to the information use terminal 500 .

The customized post-management service may include a service for sending a user-customized post-management push notification to the information use terminal 500 based on the processing result of the above-described customized post-management analysis processing unit 339 . For example, as a push notification sent at 18:00, 'It's dinner time. A notification service in which a message such as 'a late meal causes indigestion, fatigue, obesity, etc.' may be exemplified.

In addition, in the customized follow-up service, a dedicated follow-up course option for a group corresponding to gender, age, and outlier may be set. In this case, the alarms provided at the same time may be integrated into one alarm and pushed.

When a push notification is selected in the information using terminal 500 , the service providing unit 360 may provide related statistical UI and visualization information to be output from the information using terminal 500 . For example, the UI associated with push notifications may include a menu interface that can feedback responses such as meal completion, meal plan, and meal time, and statistical visualization of whether or not dinner is served as a graph on a daily, weekly, or monthly basis. May contain images.

In addition, the service provider 360 may avoid notifications at specific times (night time, user-specified meeting time, etc.) according to user settings, or additionally provide user-specified notification contents as push notifications at a specified time. You can also provide a custom function to do so.

On the other hand, the service providing unit 360 may provide a customized health care benefit advertisement service to the information use terminal 500, which uses the information of the analysis result of the above-described customized advertisement matching analysis processing unit 336 to use the information. A service that provides advertisements corresponding to the user's interests (based on usage patterns) or outliers (obesity, high blood pressure) of the user of the terminal 500 (for example, advertisements of nearby fitness centers to obese users looking for exercise) and information on benefits of advertisement companies may include If the advertiser's advertisement information includes only target advertisements without benefits, the priority may be relatively low.

Accordingly, the service providing unit 360 according to an embodiment of the present invention can provide effective convenience services such as discounts or additional services, interest information provision, etc. based on health checkup data to users, and precise targeting to advertisers. It is possible to provide an advertising effect.

On the other hand, the service provider 360 can provide a clinical trial information provision (matching) service, which utilizes the aforementioned clinical trial matching analysis processing unit 337 to provide clinical trial information that meets the conditions only for those who consent to the provision of clinical trial information. A service for providing information to the information use terminal 500 (eg, providing information on a clinical trial of a new hypertension drug to a user whose abnormal value is high blood pressure), and communication of intention to participate in a clinical trial institution according to a user input of the information use terminal 500 (Provide contact information) We can provide services.

Through this, it is possible to implement precise matching between a user who is interested in a clinical trial and an institution that wants to conduct a clinical trial based on the analysis of the health examination data.

On the other hand, the service providing unit 360 may provide a community service based on the community database 440, and accordingly, it is possible to build a group-based communication system for communication between users of the information use terminal 500 using the service. . Users can directly create health management-related meetings, follow specific individuals, make friends, read articles, participate in high blood pressure meetings, and receive community services to communicate and obtain information.

Meanwhile, the service providing unit 360 may provide a simple PHR service. This may include a service for providing personal health checkup information of the user information management unit 410 to the information use terminal 500 of a medical institution under the consent of the individual.

More specifically, medical institution identification information linked with the service providing server 300 may be pre-registered, and medical institution identification information displayed on the medical institution device (eg, kiosk, monitor screen, etc.) in the information use terminal 500 is included. When code information (QR code, barcode, etc.) is scanned, temporary viewing permission information that can be checked one-time by a user of a related institution such as a doctor is generated in response to the medical institution identification information and delivered to the service providing server 300 . .

Accordingly, the medical institution device may transmit medical treatment information or prescription history information to the service providing server 300 , or the medical treatment or prescription history information may be input to the information use terminal 500 . Information may be updated, stored and managed in the user information management unit 410 of the database server 400 . Therefore, this updated information may not be managed as it is limited to a specific medical institution, and can be stored and managed in a form that can be checked even if an individual goes to another medical institution. .

In particular, since the simple PHR confirmation and storage service is provided, the medical institution device or information use terminal 500 that inputs it can perform the doctor's license confirmation process, and can check the simple PHR service contents in response to the confirmed doctor's license. Temporary viewing and editing rights may be granted. Even if there is authority, personal information can be protected because information can be checked with the consent of the individual, and prescription contents can be entered with consent. In addition, if the user of the information use terminal 500 is a health checkup subject himself, when he inputs and writes his own prescription information, the content can be confirmed by the user even without personal consent. In addition, the prescription contents may be modified, and the revision details may be recorded in the user information management unit 410 .

Meanwhile, the application installed in the information use terminal 500 may include an application programming interface (API) for interworking with the service providing server 300 , and the API may be divided into a private API and a public API.

In the case of a non-public API, only authorized users may include an API that allows limited access to execute API-based medical variables and user statistics for each socioeconomic variable.

In the case of public APIs, APIs that provide data so that some information of individual users can be utilized in other applications or applications may be included based on individual user IDs and passwords (or access tokens).

Accordingly, it is possible to facilitate the development of a third party's detailed function using the service function according to the embodiment of the present invention, maximize the user's convenience, and increase the service system usage rate.

In addition, the information use terminal 500 may provide service information through a web application, which may mean that all service information provided by the service providing server 300 may be implemented so that it can be checked on the web. . In addition, the information use terminal 500 may provide service information by being driven by web applications of various information devices such as a desktop, a laptop, and a tablet.

On the other hand, the service providing unit 360 may provide a user population analysis service to an external organization, etc., which provides and visualizes information on the number of users for each specific condition without providing original data corresponding to the health checkup data. (Example: Number of hypertensive male patients in their 20s and female hypertensive patients in their 20s / Relative Risk by applying chi-square test and Propensity Score Matching between the number of smokers and non-smokers among hypertensive male patients in their 20s) . For such a service, the analysis processing unit 330 may receive an analysis request from the external organization, and analysis result data according to the received request may be stored in the above-described analysis information database 450 , and content processing It may be processed through the unit 350 and provided to an external organization or the like through the service providing unit 360 .

Also, the service providing unit 360 may provide a wiki-type medical information providing service to the information using terminal 500 . The service providing unit 360 may provide an analysis service of health checkup data, a service providing hierarchical structure information between health checkup data and contents, or a search service for desired information and a hyperlink guide service, etc., using the above-described tree table. . This may be exemplified by the structure of the currently provided wiki site, and creation and modification rights may be granted only to the administrator of the service providing server 300 due to the protection and sensitivity of information.

5 is a flowchart for explaining the operation of the service providing apparatus according to an embodiment of the present invention in more detail.

Referring to FIG. 5 , the service providing server 300 according to an embodiment of the present invention collects data converted and input from the information input terminal 100 through the data collection unit 310 ( S1001 ).

Then, the service providing server 300 performs a de-identification process corresponding to the collected data through the de-identification processing unit 320 (S1005).

Then, the service providing server 300 performs the analysis processing of the de-identified data according to the rules specified by one or more information tables stored in the database server 400 through the analysis processing unit 330 (S1005) ).

Thereafter, the service providing server 300 processes and visualizes health care content corresponding to the analysis result through the content processing unit 340 ( S1007 ).

In addition, the service providing server 300 provides one or more health care services using the processed and visualized contents to the information use terminal 500 through the service providing unit 360 (S1009).

6 is a flowchart for explaining in more detail the operation of the service providing apparatus according to another embodiment of the present invention.

6 illustrates a simple PHR service according to an embodiment of the present invention. First, the information use terminal 500 acquires QR code information for user authentication from a hospital device (S2001).

Thereafter, the information use terminal 500 performs authentication verification using the obtained QR code, and the corresponding temporary reading permission information is generated (S2003).

Then, the information use terminal 500 transmits the temporary reading permission information to the service providing server 300, and accordingly, the authorization information of the hospital device is registered (S2005).

Thereafter, the service providing server 300 transmits the health management service data of the database server 400 to the hospital device, and receives hospital medical information including diagnosis, prescription, or observation information corresponding thereto (S2007).

And, when the end of use of the hospital device is confirmed, the service providing server 300 may release the authorization information, and thereafter, the update of the hospital medical information data may be processed (S20090.

Here, the received hospital medical information may be additionally updated, stored, and managed in each health checkup data previously stored in the database server 400 according to the authority information of the hospital device.

7 is a ladder diagram for explaining the overall system operation according to an embodiment of the present invention.

Referring to FIG. 7 , first, the information input terminal 100 and the information use terminal 500 according to an embodiment of the present invention perform a membership registration and authentication process for the service system 1000 ( S3001 ).

Thereafter, health examination image information and questionnaire information are input to the information input terminal 100 ( S3003 ), and the input data may be converted and processed ( S3005 ), and transmitted to the database server 400 ( S3007 ).

Then, the database server 400 builds a database based on a preset table and health checkup data (S3009), and the built database is provided to the service providing server 300 (S3011).

Thereafter, the service providing server 300 performs data collection (S3013) and de-identification processing (S3015) using the provided database, and performs data analysis processing for each service (S3017), and transfers the analyzed information to the database server ( 400) (S3018).

Then, the service providing server 300 processes the service analysis data and generates content (S3019), performs external content input interworking processing (S3012), and performs user information matching analysis (S3023), each information use terminal 500 ) provides an appropriate management service for each user (S3025). Specific management services and operations are the same as those described above with reference to FIGS. 3 to 5, and thus will be omitted.

8 is a conceptual diagram schematically illustrating an entire system according to another embodiment of the present invention, and FIG. 9 is a block diagram for explaining a health examination image shaping data conversion module according to another embodiment of the present invention.

According to another embodiment of the present invention, the health examination image shaping data conversion module 600 is implemented as a separate device or is driven in the service providing server 300 or the database server 400 by software implementation to output a user interface. may be a module to do so, and input and output devices for interface input/output may be separately provided.

This was devised because the health checkup result documents need to be standardized because they contain completely different formats, numerical values, and reference values for each hospital or institution. The standardized data may be extracted and processed from the health checkup image input to the input terminal 100 and transmitted to the database server 400 .

To this end, the health examination image formatted data conversion module 600 may selectively include a communication unit 610 , a controller 620 , an input unit 630 , and an output unit 660 , and provides a user interface for shaping data. The interface providing unit 640 and the structured data processing unit 650 may be essentially provided.

10 is a block diagram illustrating in more detail a service providing unit of a service providing apparatus according to an embodiment of the present invention, and FIGS. 11 to 13 are detailed views of each component included in the service providing unit according to an embodiment of the present invention. These are detailed block diagrams showing the configurations.

Referring to FIG. 10 , the service providing unit 360 provided in the service providing server 300 according to an embodiment of the present invention includes a database through the analysis processing unit 330 in addition to the above-described operation of the service providing unit 360 . One or more medical content information services may be provided based on medical content information that is requested to be analyzed by the server 400 and processed by the content processing unit 350 according to analysis result information corresponding to the analysis request.

In particular, the one or more medical content services may include, for example, at least one of a risk prediction-based medical content information service, a nutrient information service, and a health checkup chatbot service.

To implement this, the service providing server 300 according to an embodiment of the present invention includes a risk prediction-based medical content information service providing unit 361 , a nutrient information service providing unit 363 , and a health checkup chatbot service providing unit 365 . include

More specifically, the risk prediction-based medical content information service providing unit 361, based on the analysis information database 450 of the pre-built database server 400, increases/decrease information of health checkup numerical information for each individual and compares the total number of examinees The statistical information of the increase/decrease information may be compared and processed to predict the health risk for each individual/organ/disease, and the predicted health risk information may be analyzed and processed and transmitted to the information use terminal 500 .

For this prediction processing, the risk prediction-based medical content information service providing unit 361 may request the analysis processing unit 330 to perform prediction processing based on artificial intelligence algorithm of the examinee statistical information data for prediction.

In addition, the risk prediction-based medical content information service providing unit 361 may calculate numerical increase/decrease information between normal cases compared to the accumulated learning result of the health checkup data of the database server 400 according to the prediction performance result, and the calculated numerical increase/decrease Medical-related information obtained from the content database 430 corresponding to the information is transmitted to the content processing unit 350 .

Accordingly, the increase/decrease analysis information compared to the cumulative learning result of the health checkup data processed by the content processing unit 350 may be output through the user interface of the information using terminal 500 displayed according to a preset setting. Accordingly, according to a user input corresponding to a user interface, a medical content information service based on a health risk prediction based on the increase/decrease analysis information may be provided.

11 is a block diagram illustrating in more detail the risk prediction-based medical content information service providing unit 361 according to an embodiment of the present invention.

Referring to FIG. 11 , the risk prediction-based medical content information service providing unit 361 according to an embodiment of the present invention includes a health risk learning processing unit 3611, an individual numerical increase/decrease calculation unit 3613, and a medical content information processing unit ( 3615) and a medical content information service providing unit 3617.

The health risk learning processing unit 3611 learns and processes health risk based on individual health checkup information accumulated and stored in the database server 400 . For example, the health risk learning processing unit 3611 sets the disease risk corresponding to the numerical value that is increased or decreased according to each examination as the health risk according to comparison learning between the individual disease for which the post-occurrence is confirmed and the increase/decrease information on the health checkup value. The parameters to be calculated can be determined.

In addition, the individual numerical increase/decrease calculation unit 3613 calculates numerical increase/decrease information between the most recently registered health checkup result information among a plurality of pre-registered health checkup result information for each user or for each individual compared to the previous health checkup result information.

On the other hand, the medical content information processing unit 3615 uses the numerical increase/decrease information and the health risk information for which the applied parameters have been learned in response to the numerical increase/decrease information to determine the risk of each disease that can occur in response to the individual numerical increase or decrease, and , the medical content information required for the user is processed according to the risk level for each disease.

Accordingly, the medical content information service providing unit 3617 may provide various information use services including the processed medical content information to the user terminal 500 .

Here, the medical content information may include, for example, individual guide content information service, diet recommendation service, exercise recommendation service, nutritional supplement recommendation service, etc. corresponding to organs/diseases determined to have high health risk according to the increase or decrease of individual numerical values. and may include a connection content service that relays a connection with a server device of an external institution, such as a hospital/fitness/pharmacy/shopping mall, depending on interworking with an external institution.

And, Figure 12 is a block diagram showing in more detail the nutrient information service providing unit 363 according to an embodiment of the present invention.

12 , the nutrient information service providing unit 363 according to an embodiment of the present invention includes a nutrient information learning processing unit 3631 , an individual nutrient information matching unit 3633 , and a nutrient information service providing unit 3635 . do.

The nutrient information learning processing unit 3631 learns and processes a mapping table between nutrient information and health checkup information based on nutrient information received from an external server. For example, the nutrient information learning processing unit 3631, according to the comparison learning between the nutrient information that has been proven effective for a specific disease and the increase/decrease information on the health check-up value, recommended nutrient information corresponding to the value increased or decreased according to each test It is possible to calculate a mapping table for determining .

In addition, the individual nutrient information matching unit 3633 acquires nutrient information that matches or does not match the current user based on one or more pre-registered health checkup result information for each user or individual. Here, the nutrient information may include recommended nutrient information and non-recommended nutrient information according to application of a parameter corresponding to the health checkup result information.

In addition, the nutrient information service providing unit 3635 may transmit a nutrient information service based on the obtained nutrient information to the using terminal 500 through the service providing unit 360 .

Here, the nutrient information service may provide a recommended/non-recommended nutrient-related content information service corresponding to the individual health checkup result to the user terminal 500 .

For example, the nutrient-related content information service may be exemplified by a nutritional supplement including recommended nutrient information, medicine, food, beverage, functional food information, and a recommended nutrient information service including a purchase link.

In addition, for example, the nutrient-related content information service may be a non-recommended nutrient information providing service that provides information on nutritional supplements, medicines, food, beverages, or functional foods including non-recommended nutrient information.

In this way, the individual nutrient information matching unit 3633 may identify a nutrient known to have a positive/negative effect when eaten compared to a numerical value on the individual health checkup result, and calculate a recommended or non-recommended nutrient corresponding thereto, the calculated nutrient-related information may be processed into content information and provided to the user terminal 500 through the nutrient information service providing unit 3635 .

Meanwhile, FIG. 13 is a block diagram illustrating in more detail the health checkup chatbot service providing unit 365 according to an embodiment of the present invention.

Referring to FIG. 13 , the health checkup chatbot service providing unit 365 according to an embodiment of the present invention includes a query information learning processing unit 3651 , an individual health checkup information obtaining unit 3653 , and a chatbot interface providing unit 3655 . include

First, the chatbot interface providing unit 3655 may provide input/output interface operation data for providing the chatbot service to the user terminal 500 . In response to user chatbot query information input through the interface provided by the chatbot interface providing unit 3655, the chatbot interface providing unit 3655 provides an individual health checkup information obtaining unit 3653 and a query information learning processing unit 3651. By driving it, the chatbot function result information can be output.

To this end, the chatbot interface providing unit 3655 receives natural language text information through the interface and processes it as query information, and provides the query information through the query information learning processing unit 3651 and the individual health checkup information obtaining unit 3653. Corresponding response information or alarm information may be acquired and outputted through the interface.

To this end, the learning processing unit 3651 may further include a natural language processing unit used for analysis and output conversion processing of user text information. Through the chatbot interface providing unit 3655 by inferring the response from the health checkup information obtaining unit 3653 to the request information, generating request information in an appropriate form to be processed by the learning processing unit 3651 by identifying the intent and the object. It may be transmitted to the user terminal 500 .

For example, the natural language processing unit can pre-process and vectorize the input RawText for AI learning-based processing, and for vectorization, word2vec one-hot vetor, bag-of-word, TFIDF, Doc2vec, RNN encoder , CNN for text, and at least one algorithm of FastText may be used. In addition, the natural language processing unit may perform optimization training to understand the query intent, and an artificial intelligence algorithm such as Classifier: Logistic-Reg, SVM, RandomForest, and NN may be used.

In addition, the natural language processing unit according to an embodiment of the present invention may further enhance the learning model performance by using the communication log input/output through the chatbot interface providing unit 3655 . In addition, the natural language processing unit may further include a Rule-Based analysis model so that the user can learn marketing terminology, solution usage, and data analysis through chatbot query, and accordingly, appropriate response data corresponding to the user's comments can be created.

14 is a flowchart illustrating a method of operating a service providing apparatus according to an embodiment of the present invention.

Referring to FIG. 14 , the service providing server 300 according to an embodiment of the present invention builds and analyzes a personalized health checkup database first ( S3001 ).

Then, the service providing unit 360 of the service providing server 300 may process the increase/decrease analysis of the accumulated health checkup value (S3003).

Thereafter, the service providing unit 360 may process the medical content information or nutrient information content corresponding to the increase/decrease analysis information (S3005), and the processed medical content information or nutrients related to the individual use terminal 500 A content information service may be provided (S3007).

In addition, the service providing unit 360 may provide a chatbot service corresponding to the user's query information for the provided content information (S3009), thereby actively processing the query response to the user's inquiry.

15 to 19 are diagrams illustrating a user interface provided from a service providing apparatus to an information using terminal according to an embodiment of the present invention.

15 illustrates a menu item interface for providing personalized medical content information based on analysis of health checkup information according to an embodiment of the present invention. As shown in FIG. 15 , the personalized medical content information may be classified for each disease or body item, and the vascular age, metabolic age, liver age, fat age, etc. of the user of the terminal 500 analyzed from the health checkup result Similarly, numerical information for each specific item may be provided on the medical content information interface.

And, FIG. 16 shows a comparison item interface for providing personalized medical content information based on analysis of health checkup information according to an embodiment of the present invention. As shown in FIG. 16 , the personalized medical content information may include rating information of a current value compared with values of other users. For example, as shown in FIG. 16 , whether an individual blood pressure is within a normal range according to comparison of blood pressures of other users may be provided on the medical content information interface.

Meanwhile, FIG. 17 shows an interest medical content information providing interface for providing personalized medical content information based on analysis of health checkup information according to an embodiment of the present invention. As shown in FIG. 17 , the personalized medical content information may include medical content information of interest for a specific disease selected and input by the user, and as shown in FIG. Detailed content may be provided on the medical content information interface.

And, FIG. 18 shows a nutrient content information providing interface for providing personalized nutrient information based on analysis of health checkup information according to an embodiment of the present invention. As shown in FIG. 18 , the personalized medical content information may include nutrient information content necessary for the user, and as shown in FIG. 18 , matching nutrient information recommended according to the current user's health checkup result, and non-recommendation and non-matching nutrient information may be provided on the medical content information interface together.

Meanwhile, FIG. 19 is a diagram illustrating a chatbot interface and input/output screen provided from the chatbot interface providing unit 3655 to the user terminal 500 according to an embodiment of the present invention. You can inquire about the results of the checkup or the progress of the health checkup. Accordingly, the service providing server 300 according to an embodiment of the present invention itemizes the medical content information processed through the chatbot interface providing unit 3655, and determines which item is desired along with the itemized menu screen interface. Response information including a confirmation message may be transmitted to the using terminal 500 .

Here, for a specific item selected by the user, the medical content information service as shown in FIGS. 16 to 18 can be provided, and the user can conveniently receive a more specific and clear service through the chatbot interface. there will be

On the other hand, the method according to the present invention described above may be produced as a program to be executed by a computer and stored in a computer-readable recording medium, and examples of the computer-readable recording medium include ROM, RAM, CD-ROM, There are magnetic tapes, floppy disks, optical data storage devices, and the like, and also includes those implemented in the form of carrier waves (eg, transmission through the Internet).

The computer-readable recording medium is distributed in a network-connected computer system, so that the computer-readable code can be stored and executed in a distributed manner. In addition, functional programs, codes, and code segments for implementing the method can be easily inferred by programmers in the art to which the present invention pertains.

In addition, although preferred embodiments of the present invention have been illustrated and described above, the present invention is not limited to the specific embodiments described above, and the technical field to which the present invention belongs without departing from the gist of the present invention as claimed in the claims Various modifications may be made by those of ordinary skill in the art, and these modifications should not be individually understood from the technical spirit or perspective of the present invention.

Claims (6)

In the medical content information service providing device,
a data collection unit for collecting health examination data from the information input terminal;
a de-identification processing unit that performs de-identification processing corresponding to the collected data;
In order to provide one or more health care services corresponding to the de-identified data, numerical information for each specific item classified by item, such as vascular age, metabolic age, liver age, and fat age, and current values compared with other users an analysis processing unit for performing analysis processing with personalized health checkup data including numerical grade information and numerical increase/decrease information for each item for a certain period of time;
a content processing unit for processing health care content corresponding to the analysis processing result; and
When the personalized health checkup data corresponding to the information use terminal is obtained, a service providing unit that provides one or more medical content information services based on the processed content and the personalized health checkup data to the information use terminal;
Medical content information service providing device. According to claim 1,
The medical content information service,
By comparing and processing the increase/decrease information of individual health checkup numerical information obtained from the personalized health checkup data and the total examinee statistical information obtained from the processed health management content, the health risk is predicted, and the predicted health risk information is analyzed and a health risk prediction-based medical content information service that is processed and provided to the information use terminal
Medical content information service providing device. 3. The method of claim 2,
The service provider,
By processing the comparative learning between individual diseases whose post-occurrence has been confirmed from the health management contents and the increase/decrease information of the health checkup value, the disease risk corresponding to the numerical value that is increased or decreased according to each test of the personalized health checkup data is calculated as the health risk. Further comprising a risk prediction-based medical content information service provider for determining parameters for
Medical content information service providing device. 3. The method of claim 2,
The medical content information service, which corresponds to an organ/disease determined to have a high health risk according to the increase or decrease of each individual value, is an individual guide content information service, a diet recommendation service, an exercise recommendation service, a nutritional supplement recommendation service, and a connection with an external institution server device At least one of the connected content services that relay
Medical content information service providing device. According to claim 1,
The analysis processing unit,
Predicting health risk by comparing and processing the increase/decrease information of individual health checkup numerical information obtained from the personalized health checkup data with the total examinee statistical information obtained from the processed health management content,
The content processing unit processes the nutrient information content according to the health risk by matching positively matched or negatively matched nutrient information corresponding to the health risk information,
The service provider,
Providing the information using the content processing the predicted health risk information and the nutrient information content matching the health risk information to the information use terminal
Medical content information service providing device. According to claim 1,
The service provider,
Through a chatbot interface for providing the medical content information service, further comprising a health checkup chatbot service providing unit that provides the medical content information service as response information corresponding to the query information of the information using terminal user
Medical content information service providing device.

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