KR20200143012A - A method and an apparatus for providing healthcare services using health examination data - Google Patents

Abstract

According to an embodiment of the present invention, a method of providing a health care service includes the steps of: collecting, from an information input terminal, physical examination data including personal user information, consent information, questionnaire information, and health checkup information; performing de-identification processing corresponding to the collected data; performing analysis processing to provide one or more health care services corresponding to the de-identified data; processing health care content corresponding to an analysis processing result; and providing one or more health care services using the processed content to an information use terminal. According to the present invention, it is possible to efficiently convert input data related to physical examination.

Description

A method and device for providing health care services using health checkup data {A METHOD AND AN APPARATUS FOR PROVIDING HEALTHCARE SERVICES USING HEALTH EXAMINATION DATA}

The present invention relates to a service providing method and apparatus thereof. More specifically, the present invention relates to a method and apparatus for providing a health care service using health examination data.

In recent years, health checkups have been established as essential checkups, and accordingly, various types of health checkup treatment services are provided in universities, comprehensive checkup centers, hospitals, hospitals, and public medical institutions in each region.

Health check-up result information according to such health check-up treatment service is very professional and personal medical information, so the information is managed only by the institution that received the check-up, and cannot be provided to other institutions, and to individuals offline, such as mail, etc. It is provided only as a medium.

In particular, medical institutions such as hospitals integrate and manage various medical information of other patients as well as medical examination result information. Collecting, processing, distributing or analyzing data using such medical information is a specific medical treatment with consent from the patient. 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 examination result information is information that an individual can handle directly, and with the consent of the individual, it is necessary to receive counseling or related services at other medical institutions. In connection with this, the health of various medical institutions suitable for the individual There is an urgent need for a system that can provide customized and efficient management services.

However, the current medical examination result information is individually documented according to different formats and standards for each medical institution, and the data format of the institution that processes medical information is also different, and the processing data format and encryption process of the cooperative institution are also different. Bar, in the current system, it is very difficult to provide publicized services based on the results of health checkups 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 the medical examination institution, other institutions have no way to directly check the past medical examination results, and even if a document is submitted from the individual, it is different from the other institutions. It contains information based on completely different formats and standards, so it cannot be automated or easily processed.

Therefore, even if individual consent is obtained, services such as providing personalized services using full-period health checkup data and providing analysis services based on this are very difficult under the current system and conditions.

The present invention has been devised to solve the above problems, collects, converts, stores and manages health check-related data from an individual's information input terminal, and provides an individual's full-period health care service based on this. Health using health check-up data that can properly provide various contents according to later analysis and processing to information-using terminals by converting, matching, and de-identifying data according to a standardized model to build a database. It is an object to provide a management service providing method and apparatus.

In addition, the present invention provides a medical examination image matching device that provides a user interface for accurate matching of medical examination-related data in the service providing system, so that efficient conversion of medical examination-related input data beyond simple text recognition functions is performed. There is a purpose to make it possible

The method of providing a health care service according to an embodiment of the present invention for solving the above-described problems collects health checkup data including personal user information, consent information, questionnaire information and health checkup information from an information input terminal. Step to do; 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; And providing one or more health care services using the processed content to an information using terminal.

In addition, the health care service providing apparatus according to an embodiment of the present invention for solving the above-described problems, from an information input terminal, includes personal user information, consent information, questionnaire information, and health checkup information. A data collection unit; A de-identification processing unit that performs de-identification processing corresponding to the collected data; An analysis processing unit for performing analysis processing for providing one or more health care services corresponding to the de-identified data; A content processing unit that processes health care content corresponding to the analysis processing result; And a service provider providing at least one health care service using the processed content to an information use terminal.

According to an embodiment of the present invention, a service providing device 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 a full-period health care service of the individual based on this. In particular, data related to health checkups are converted, matched, and de-identified according to a standardized model to be built into a database, so that various contents according to subsequent analysis and processing can be appropriately provided to the information-using terminal.

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

1 is a conceptual diagram schematically showing an entire system according to an embodiment of the present invention.
2 is a block diagram showing in more detail an information input terminal according to an embodiment of the present invention.
3 is a block diagram showing in more detail a service providing server according to an embodiment of the present invention.
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 in more detail an operation of a service providing apparatus according to another embodiment of the present invention.
7 is a ladder diagram for explaining an overall system operation according to an embodiment of the present invention.
8 is a conceptual diagram schematically showing an entire system according to another embodiment of the present invention.
9 is a block diagram illustrating an apparatus for matching a health checkup image according to another embodiment of the present invention.
10 is an exemplary diagram illustrating a health checkup image matching interface according to an embodiment of the present invention.

The following content merely illustrates the principles of the present invention. Therefore, those skilled in the art can implement the principles of the present invention and invent various devices included in the concept and scope of the present invention, although not clearly described or illustrated herein. In addition, it is understood that all conditional terms and examples listed in this specification are, in principle, expressly intended only for the purpose of making the concept of the present invention understood, and are not limited to the embodiments and states specifically listed as such. Should be.

In addition, it is to be understood that all detailed descriptions listing specific embodiments as well as principles, aspects and embodiments of the present invention are intended to include structural and functional equivalents of these matters. It should also be understood that these equivalents include not only currently known equivalents, but also equivalents to be developed in the future, that is, all devices invented to perform the same function regardless of structure.

Thus, for example, the block diagrams herein are to be understood as representing a conceptual perspective of exemplary circuits embodying the principles of the invention. Similarly, all flow charts, state transition diagrams, pseudocodes, etc. are understood to represent various processes performed by a computer or processor, whether or not the computer or processor is clearly depicted and that may be substantially represented in a computer-readable medium. Should be.

In addition, the explicit use of terms presented as processor, control, or similar concepts should not be interpreted exclusively by referring to hardware capable of executing software, and without limitation, digital signal processor (DSP) hardware, ROM for storing software. It should be understood to implicitly include (ROM), RAM, and non-volatile memory. Other commonly used hardware may also be included.

The above-described objects, features, and advantages will become more apparent through the following detailed description in connection with the accompanying drawings, whereby those of ordinary skill in the technical field to which the present invention pertains can easily implement the technical idea of the present invention. There will be. In addition, in describing the present invention, when it is determined that a detailed description of a known technology related to the present invention may unnecessarily obscure the subject matter of the present invention, a 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 overall 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 a service providing server 300 and a database server 400.

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

For communication between networks, each information input terminal 100, a service providing server 300, a database server 400, and an information using terminal 500 include an Internet network, LAN, WAN, public switched telephone network (PSTN), 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 using terminal 500 may include respective communication modules for communicating with a protocol corresponding to each communication network.

In addition, the information input terminal 100 or the information use terminal 500 described in the present specification includes a mobile phone, a smart phone, a laptop computer, a digital broadcasting terminal, personal digital assistants (PDA), and a PMP ( Portable Multimedia Player), navigation, and the like 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 check information including questionnaire information and health check image information may be input to the input terminal 100.

Here, the questionnaire information may include one or more questionnaire and response information for cognitive dysfunction, mental health test, cancer screening, general test, etc. of the user, and the health screening image information is the result of a health checkup received by the user from a medical institution, etc. It may include a photographed or scanned image of the 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, or the like, and may perform continuous image recognition for each page of a health checkup result document and output as one health checkup image information.

In addition, the information input terminal 100 can generate health check-related data based on user information and health check-up information and transmit it to the service providing system 1000, and the service providing server 300 corresponds to the health check-related data. A user service registration process may be performed, and the database server 400 may classify and store matching data related to health checkups, and may perform a database provision process for building and analyzing a database.

In particular, according to an embodiment of the present invention, the information input terminal 100 may interwork with the database server 400 to perform verification processing of health check-related data, and accordingly, the accurately verified health check result document image and questionnaire Conversion data of information may be generated, and the generated converted data may be included in the health examination-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 health care services of the service providing server 300 through matching and classification processing based on health check-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 care service process using the database information built in the database server 400, and the health care service content according to the execution of the generated health care service process is an 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 to provide health care service, and converts the communication protocol of the health care service content data into a file. Server, Collect server, push gateway server, transmission server, account server, administration server, receiving server, conversion server, messaging server, push receiving server, push sending server, etc. can do.

Here, the health care service content can be created based on the collection and analysis of health checkup data, and health checkup interpretation service, user statistics analysis service, personalized user behavior and propensity analysis service, on-demand analysis and consultation service, customized medical advertisement service , Clinical trial matching service, outlier notification service, outlier content recommendation service, follow-up management service, or simple PHR service, and provided to the information use terminal 500 according to the type of analysis processing and the content provided. The type and format of the content data to be used may be variously determined.

The information use terminal 500 may be a terminal that receives and outputs service information according to the health care service process from the service providing server 300 according to the health care service registration with the service providing server 300, and uses the 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. For example, the information use terminal 500 may be a terminal used by a user who has entered his/her own health checkup information to receive his/her own health care service, and performs statistical analysis by collecting health checkup information of others. The terminal may be a terminal to perform or may be a terminal in a medical institution that is assigned an authority corresponding to the health checkup information of another person and wishes to input additional medical information according to the PHR service.

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

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

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

2, an 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 a checkup 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. In addition, it may function as an information using terminal 500 that receives and outputs service content from the service providing system 1000. In this case, the information-using 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 examination image acquisition unit 150, and the input data conversion unit 160 may be omitted in 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, since the display unit 170 may output a health checkup data input interface, 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, and 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 input methods such as a keyboard, a mouse or a touch screen, and optical reading.

In addition, the storage unit 135 stores data for the operation of the input terminal 100, may temporarily store input questionnaire information and a health checkup image, and may be deleted over a certain period of time.

In addition, the control unit 120 may generally control the operation of each component as described above, and may perform a process 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 the service registration information 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 a simple subscription service provided from 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 sign-up process to prevent users from leaving and to increase usability, and login information of other portals or SNS services is included in the service registration information. I can.

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

In addition, the service registration information may include questionnaire information. The questionnaire information is health screening information included in the health screening data, and may include one or more questionnaire and response information for cognitive dysfunction, mental health test, cancer screening, general test, etc. of the user.

In order to input survey information, the survey information processing unit 140 may provide a survey information input interface to the user, and the survey information input interface provides a query to the user through a chatbot or a scroll method, and provides a query to the user through the input unit 130. Corresponding response information can be input. In addition, the questionnaire information processing unit 140 may match and process 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 that processes answer input, a radio button interface (select 1 type), a check box (duplicate selection type) interface, or a scroll bar (1-5 It may be an interface such as 1) or a combo box, and the user can input response information in various ways.

The content of the questionnaire may correspond to at least one of some or all of cognitive dysfunction, mental health test, cancer screening, and general, but embodiments of the present invention may not be limited to 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 transferred to the database server 400 together with user information and consent information, and used for the construction of a health checkup database. . For example, health check data transmitted from the information input terminal 100 may be stored and managed in a health check parsing table in a user information database.

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

In particular, the health checkup image acquisition unit 150 provides a health checkup image acquisition interface, so that a user can easily take a normal health checkup result document, and convert it to normal in the conversion unit 160 and upload it. .

First, the health checkup image acquisition unit 150 may provide a camera photographing interface for obtaining a 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. A photographic outline) may be provided, and at least one of saturation, contrast, and sharpness corresponding thereto may be adjusted to an appropriate level for the document resulting from the medical examination.

In addition, the health checkup image acquisition unit 150 may provide an image selection interface in the storage unit 135 for obtaining a health checkup image.

The health checkup image acquisition unit 150 may designate a document range from a previously stored health checkup image and provide an image selection interface for adjusting at least one of saturation, contrast, and sharpness to obtain a health checkup image. Here, the health examination image acquisition unit 150 may provide a guide interface in the form of a square frame for designating the range of the acquired image on the image selection interface, and change each vertex or line of the guide interface according to a user input It can be processed so that only part of the image is selected correctly.

On the other hand, the health examination image acquisition unit 150 may continuously display each photographing or scanning sequence number, considering that the medical examination result document is composed of a plurality of pages, and provides a photographing completion button and a completion button. When this is selected, the document identification information indicating the last image or the total number of pages is processed so that it can be entered into the medical examination data.

Meanwhile, 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 by the database server 400, and uploads it to the database server 400. Bar, it is possible to pre-verify whether it is a health examination image that can be processed normally.

To this end, the input data conversion unit 160 can verify whether characters that meet the pre-set health check image rule conditions are recognized through character recognition before uploading the image file obtained from the health check image acquisition unit 150. have. The character recognition may be an OCR or AI method, and the rule condition may include setting a minimum number of characters. In addition, for example, in the rule condition, the number of characters of 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 check data including user information, consent information, health check image, and document identification information when the number of words in the image is recognized as the number of words or more, and uploads it to the database server 400. I can.

More specifically, the health checkup image can be converted into a separately set image file, and is matched with the user information in an unstructured 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 informs that it takes time to register the service according to data conversion and matching analysis, and when the final service registration is completed, a notification push or message And the like may be transmitted to the information input terminal 100.

Meanwhile, the service providing server 300 may 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 The registered user's health check-up 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. .

Meanwhile, the medical examination image data converted by the information input terminal 100 may be matched and converted to text information in a separate device and stored in the database server 400. A medical examination image providing a separate user interface for this A matching device 600 may be separately provided. This will be described later in FIG. 8.

On the other hand, when the service information registration is completed, the information input terminal 100 may input user final confirmation information and service use registration information, and accordingly, the information input terminal 100 will function as the information use terminal 500 later. You will be able to. The service use registration information may include service information corresponding to at least one of a customized post management notification service, a healthcare benefit (customized advertisement) service, and a clinical trial information provision (matching service) service provided from the service providing server 300. In addition, the user may transmit, to the service providing server 300, setting information for setting whether to apply for each service and a time for consent, permission or rejection for push notification. The service providing server 300 may store and manage related setting information through a 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 examination 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-photographing or re-scanning through the display unit 170.

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

Hereinafter, the process of analyzing and processing 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 a process of providing a health care service to the information-using terminal 500 will be described in more detail. Do it.

First, the service providing server 300 collects necessary health checkup data from a pre-built database 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 the specified rules, analysis of the de-identified data is performed to process and visualize health care content corresponding to the analysis result, 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 management unit 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 includes user information and consent information collected by the data collection unit 310 of the service providing server 300 and processed for de-identification by the de-identification processing unit 320. , Survey information and health examination image information may be classified and 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 unstructured data table, a medical examination parsing table, other parsing tables, anonymization and masking tables, and user preference tables. .

For example, the data collection unit 310 can process the conversion of the collected data and the request for storage to the user information management unit 410, and the simple login information previously input from the information input terminal 100, SNS or portal identification 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 process the questionnaire information and transmit it to the user information management unit 410, and the converted questionnaire information may be stored in the health examination parsing table of the user information management unit 410. .

On the other hand, the input of health checkup data through the data collection unit 310 may include processing of inputting formal 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 shaping data module for a task for a related expert to form structured data for each health checkup item, and may perform data conversion processing into a standardized format. .

Here, the health examination image shaping data conversion module may be a module that is implemented as a separate device or driven by the service providing server 300 or the database server 400 by software implementation to output a user interface, and the service providing server 300 ) Alternatively, the database server 400 may have separate input and output devices for interface input/output. More specific interface input/output operations will be described later with reference to FIGS. 8 to 10.

Meanwhile, the de-identification processing unit 320 may perform anonymization of health examination data so that personal information cannot be leaked to the outside. For example, the de-identification processing unit 320 may anonymize the name information as generalized identification information, may code-process the area information corresponding to the city/county/gu, and delete detailed address information. In addition, among the injury and disease information, sensitive injury and disease information of a predetermined level or higher may be masked with a separate code. This may be determined by reference information received from the National Health Insurance Service Server or the Review and Assessment Service server.

In addition, the de-identification processing unit 320 may perform a process of removing 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 a variety of analysis processing units according to the type and purpose of a service, a health examination analysis processing unit 331, a user behavior and propensity analysis processing unit 332, a user statistics analysis processing unit 333, User information and content recommendation processing unit 334 for each outlier, content recommendation processing unit 335 for each user disposition, customized advertisement matching processing unit 336, clinical trial matching analysis processing unit 337, outlier determination analysis processing unit 338, customized post It may be exemplified to include at least one of the management analysis processing unit 339.

The health check analysis processing unit 331 generates health check analysis information 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 health check data, and It is stored in the care database 420. Accordingly, the health check analysis processing unit 331 may build the health care database 420 based on the contents of the standardized health check data.

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

In addition, the abnormal value determination analysis processing unit 338 may determine and analyze specific matters according to the health examination interpretation information stored in the healthcare database 420, and the analyzed information may be stored in the analysis information database 450. have. To this end, the healthcare database 420 may include various outlier determination criteria tables associated with each food, disease, drug, or symptom, and a healthcare database 420 corresponding thereto may be built, and analysis information May be stored in the analysis information database 450.

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 check analysis processing associated with the health care database 420 may be processed in the form of a health check history description service and provided to the information using terminal 500.

In addition, the user behavior and propensity analysis processing unit 332 may store and manage the activity record information of each terminal 100, 500 as a usage pattern table of the analysis information database 450, and perform user churn analysis based on the usage pattern table. Or, based on the medical variable table and the socioeconomic variable table stored in advance, the usage 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 analyze health examination data in a statistical manner using the medical variable table and the socioeconomic variable table, and store the analysis result in the analysis information database 450. The analysis information database 450 may store the analysis information of the user statistics 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 by user information and outliers is appropriate to correspond to characteristics such as age, gender, outliers, medical variables, socio-economic variables, etc. of the user of the information-using terminal 500, based on user information and health examination data. Analysis processing for recommending content may be performed.

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

The content recommendation processing unit 335 for each user preference may perform analysis processing for recommending appropriate content based on the user preference information obtained from the user information in the user information management unit 410. Analysis processing includes, for example, recommending users with similar usage tendencies (using similar content) based on a similar network structure (a structure that shares the same content group), or recommending content that users can use using machine learning. May include processing to The analysis result processed by the analysis may be stored in the analysis information database 450, and the recommended content according to the analysis result is processed by the content processing unit 350 to the information using 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 individual users and advertisement agencies. For example, the customized advertisement matching analysis processing unit 336 may receive advertisement information from an external advertiser terminal and input of matching age, gender, or user with an outlier (eg, obesity group, hypertension group), based on this The advertisement information may be provided to the information using terminal 500 analyzed through matching analysis processing of an appropriate user. The advertisement information may include benefit information such as discount or additional service corresponding to the use of medical services, and matching priority may be differentiated according to the benefit information. According to the priority difference, the frequency or location of advertisement exposure in the information-using terminal 500 may be varied. Through this, the user of the information-using terminal 500 can receive information and benefits on customized medical benefits or additional services, and the advertiser can target the target and provide appropriate advertisements.

The clinical trial matching analysis processing unit 337 may perform matching analysis and relay processing between institutions that intend to conduct clinical trials, such as individual users and pharmaceutical companies.

For example, 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, sex, smoking status, and outlier information provided from the terminal of the clinical trial institution. Thus, the agreed information input terminal 100 or the information use terminal 500 may be matched and analyzed. Accordingly, the service providing unit 360 may provide clinical trial recruitment information to the matched terminal.

The service provider 360 may receive a response from the recruitment information, provide it to a 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 a preset abnormal value table as described above, and determines the degree of abnormality of the health check data according to the abnormal value and reference information according to each table, and the health check analysis processing unit It may be transmitted to 331 or stored in the health examination parsing table 413 of the user information management unit 410.

The customized follow-up management analysis processing unit 339 performs analysis processing to provide a health management push notification by time from the service providing unit 360 according to user information (age, sex, alcohol consumption, smoking, body fat index, abnormal values, etc.) can do.

The customized follow-up management analysis processing unit 339 uses the user information management unit 410 and the healthcare database 420 to send the most appropriate push notifications based on complex information, and checks whether meals are notified by time, drinking and smoking. , Push notification analysis information such as exercise recommendations may be generated, and the generated push notification analysis information may be provided to each information using terminal 500 through the service providing unit 360.

For example, according to the analysis information of the customized follow-up 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 examination data. By providing recommended management course information and user-specified notification information by time slot, it is possible to provide a continuous customized post health care service.

Meanwhile, the user information management unit 410 may store and manage user information corresponding to an individual user processed by the service providing server 300 described above, a user information master table 411, and an unstructured data table 412. , A health examination parsing table 413, other parsing tables 414, anonymization and masking tables 415, and user preference tables.

User information master table 411 is registered information (ID, SNS name, SNS ID, password, etc.) obtained from user information, personal information (birth month, email, contact information, etc.), health care course information (meal, walk-walk) Number, walking-distance, diet, etc.), medical treatment and prescription information can 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 medical examination photographing files (unstructured data such as medical examination result sheets and MRI reading sheets). . For example, the unstructured data table may include identification information (ID), sequence information (SEQ), doctor identification information (Doctor_id), and related medical treatment 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 easily for analysis. It may include the identified result information and the health examination outlier identification information. For example, the questionnaire information table responds to items such as stroke, heart disease, hyperglycemia, diabetes, dyslipidemia, tuberculosis, other (including cancer), family stroke, family heart disease, and family hyperglycemia corresponding 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. As a result data table corresponding thereto, height, weight, Data such as waist circumference, body mass index, visual acuity, MIR readings, endoscopy records, ultrasound records, etc. may be included.

Other parsing tables 414 may store and manage contents obtained by pre-processing and de-identifying unstructured data excluding health examination results.

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 preference table 416 collects and stores records of activities of the user of the information use terminal 500 through the service providing server 300. The activity record may include overall log data on 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 healthcare database 420 may store an outlier table for determining and analyzing an outlier, and the outlier table includes outlier names (obesity, hypertension, etc.), reference information (upper and lower limits), and source information (academic name, etc.). , Source date, and representative information (based on actual use in the country and region for each outlier), and data for this may be accumulated and stored and managed according to health examination data.

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

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

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

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.

On the other hand, the healthcare database 420 may include a term dictionary and a synonym table 426, which is a table that stores health examination name and reference value information (each examination name, numerical unit, source, source period, representativeness) It can be updated at regular intervals.

In addition, the healthcare database 420 is a bar capable of storing a table of medical variables, and the table of medical variables includes information on defining a reference name (family history of various diseases, amount of damage or drinking, etc.) of variables used for medical statistics. Mapping information with corresponding user information can be stored.

Meanwhile, the healthcare database 420 can store a table of socioeconomic variables, and in the case of socioeconomic variables, income level, region, type of medical service institution (1st to 3rd hospital, public health center, oriental medicine clinic, dentistry, pharmacy, etc.) You can include a table that has been transformed into a variable.

In addition, the healthcare database 420 is a bar that may include a tree table, and the tree table is a hyperlinked connection between the healthcare database 420, the content database 430, the community database 440, and the analysis information database 450. You can store and manage structure information to create a text structure.

On the other hand, the content database 430 may store and manage content processed by the content processing unit 350 or provided from the outside, and provided to the information use terminal 500 at the request of the service provider 360 Can be.

For example, the content stored in the content database 430 may be video content, and the video content is a unique number, title, content, performer, filming date, related to the healthcare-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/audible data so that the user can easily understand difficult medical concepts. For example, the video content may include video content about the concept of nearsightedness and farsightedness, and misunderstandings of + and -sight.

In addition, the content stored in the content database 430 may be text content, and the text content includes information on surrounding hospitals (hospital name, hospital type, location, contact information), specialized subjects and related diseases for each outlier, and contents to be mentioned during treatment. It may include at least one of a guide for, the latest treatment guideline, medical and healthcare knowledge and information, and review content.

On the other hand, the content stored in the content database 430 may be image content, and the image content may include illustrations, drawings (Ven diagram, flowchart, etc.), anatomical diagrams, and other infographics provided to the information-using terminal 500. I can.

Meanwhile, the content stored in the content database 430 may include interactive content. Interactive content includes 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. I 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 interacts with a user to explain content or provides context-specific advice.

The community database 440 may provide a whole database that enables users of the information use terminal 500 to perform 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 users, group page information, and basic group page configuration.

The analysis information database 450 may separately store and manage preset specific analysis information among 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 is provided by a user of the information using terminal 500 or the information input terminal 100 according to an embodiment of the present invention. From the point of time when the application for the application is downloaded, records of actions such as subscription, questionnaire, photographing of health examination contents, use of analysis services, and use of related contents can be collected and stored. This usage pattern table can provide key data for providing customized healthcare content services.

In addition, since the analysis information database 450 may include an analysis table for each analysis request, the analysis result of the analysis processing unit 330 according to an external analysis request may be stored and managed. 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 history, analysis related media files, analysis completion document files, and analysis feedback. Can be used for re-request or similar analysis request.

In addition, the analysis information database 450 may include a basic statistics table, and the basic statistics table includes population distribution, age distribution, the number of data by criteria to be searched for, and general statistics for specific data (Chai square test, t test, etc. ) Can be included in a separate statistic table that makes it easy, simple and fast to perform. The basic statistics table can be continuously cumulatively updated, its types can be increased, and related data can be stored redundantly 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-using terminal 500 through the service providing unit 360, and the information-using terminal 500 is provided with a service. The application for can be pre-installed.

In addition, the information using terminal 500 may perform application-based service provision processing. Basically, the information use terminal 500 may provide a health checkup details description service, which may include a basic user analysis service that provides analysis information on health checkup details 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 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 contents (food, drug, disease) , Text, image, video, interactive content) link information for symptoms, outliers, etc. may be provided, and information on the healthcare database 420 and the content database 430 may be used.

In addition, the service providing unit 360 may provide content in which the outlier detection result is visualized through the infographic element through the information-using terminal 500, and when the user selects a specific value, the corresponding outlier name and the outlier value You can 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 using 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 provider 360 may provide a customized health care content service to the information use terminal 500. The customized health care content service may include a service that recommends content closest to a corresponding condition when inputting health examination data or information such as age and age. To this end, the service providing unit 360 may obtain recommended content according to an analysis result of the content recommendation processing unit 335 according to user preferences, and provide it through an application of the information using terminal 500.

In addition, the service providing unit 360 may provide a customized post management service to the information using terminal 500.

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

In addition, in the customized post management service, a dedicated post management course option for groups corresponding to gender, age, and outlier may be set. In this case, the alarm 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 outputted from the information-using terminal 500. For example, the UI related to the push notification may include a menu interface that can provide feedback on reactions such as meal completion, meal plan, and during meals, and statistics visualizing dinner status in graphs of daily, weekly, and monthly May contain images.

In addition, the service provider 360 may avoid notifications such as specific times (night time, custom meeting time, etc.) or provide additional notification contents specified by the user as a push notification at a specified time according to user settings. It is also possible to provide a customizable function so that it is possible.

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

Accordingly, the service provider 360 according to an embodiment of the present invention can provide effective convenience services such as discounts based on health checkup data, additional services, and provision of interest information 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 uses the clinical trial matching analysis processing unit 337 described above to provide clinical trial information only to those who agree to provide clinical trial information. Services that provide information to the information-using terminal 500 (e.g., providing information on clinical trials of new drugs for high blood pressure to users with hypertension with an outlier), and delivery of intention to participate in clinical trials according to user input of the information-using terminal 500 (Provide contact information) Service can be provided.

Through this, it is possible to implement precise matching between users interested in clinical trials and institutions intending to conduct clinical trials based on the analysis of 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, a group-based communication system for communication between users of the information-using terminal 500 using the service may be established. . Users can directly create health care-related meetings, follow specific individuals, make friends, read posts, participate in hypertension meetings, etc., and receive community services to communicate and obtain information.

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

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

Accordingly, the medical institution device transmits medical treatment information or prescription details information to the service providing server 300, or the medical treatment or prescription details information can be input to the information use terminal 500. The information may be updated, stored and managed in the user information management unit 410 of the database server 400. Therefore, the updated information may not be managed because it is restricted to a specific medical institution, and the information can be stored and managed in a form that can be checked even if an individual goes to another medical institution, and the compatibility of the information is achieved and user convenience is improved. .

In particular, since the simple PHR confirmation and storage service is provided, the medical institution device or the information-using terminal 500 that inputs it can perform the doctor's license confirmation process, and the contents of the simple PHR service can be checked in response to the confirmed doctor's license. Temporary viewing and modification rights may be granted. Even if you have the authority, information can be checked with the consent of the individual, and prescription contents can be entered with the consent, so personal information can be protected. In addition, when the user of the information use terminal 500 is the person subject to health checkup, if the user enters and writes his or her prescription information, the contents may be verified by the person without personal consent. In addition, the prescription content may be modified, and the modification 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 two types: a private API and a public API.

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

The public API may include an API that provides data so that some information of an individual user can be utilized by other applications or applications based on individual user IDs and passwords (or access tokens).

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

In addition, the information-using terminal 500 may provide service information through a web application, which may mean that all service information provided from the service providing server 300 may be implemented to be able to check on the web. . In addition, the information use terminal 500 may be driven by a web application of various information devices such as a desktop, a laptop, and a tablet to provide service information.

On the other hand, the service provider 360 can provide the user population analysis service to an external institution, etc., which is a service that provides and visualizes information on the number of users by specific conditions without providing original data corresponding to health checkup data. (E.g., male hypertension in their 20s, female hypertension in their 20s/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 analysis information database 450 described above, and content processing It may be processed through the unit 350 and provided to an external organization through the service providing unit 360.

In addition, the service providing unit 360 may provide a wiki-type medical information providing service to the information using terminal 500. The service provider 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, using the aforementioned tree table. . This may exemplify the structure of the currently generally provided wiki site. Due to the protection and sensitivity of information, authoring and editing rights may be granted only to the administrator of the service providing server 300.

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

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 analysis processing of the de-identified processed data according to a rule designated 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 the health care content corresponding to the analysis result through the content processing unit 340 (S1007).

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

6 is a flowchart for explaining in more detail an operation of a 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-using terminal 500 obtains QR code information for user authentication from a hospital device (S2001).

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

Then, the information using terminal 500 transmits temporary access permission information to the service providing server 300, and accordingly, authority 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 finding information corresponding thereto (S2007).

In addition, when it is confirmed that the use of the hospital device is terminated, the service providing server 300 may release the authority information, and then 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 examination data previously stored in the database server 400 according to the authority information of the hospital device.

7 is a ladder diagram for explaining an 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 stores the analyzed information in the database server ( 400) (S3018).

Then, the service providing server 300 processes the service analysis data and processes the content generation (S3019), performs external content input interlocking processing (S3012), and performs user information matching analysis (S3023), and each information use terminal 500 ) Provides a suitable management service for each user (S3025). Detailed management services and operations are the same as described above with reference to FIGS. 3 to 5, and thus will be omitted.

FIG. 8 is a conceptual diagram schematically showing an entire system according to another embodiment of the present invention, and FIG. 9 is a block diagram illustrating 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 driven by the service providing server 300 or the database server 400 by software implementation to output a user interface. It may be a module, and may have separate input and output devices for interface input and output.

This was conceived because the medical examination result documents contained completely different formats, numerical values, and reference values for each hospital or institution, and thus needed to be standardized. The medical examination image standardized data conversion module 600 according to an embodiment of the present invention includes information Formed data may be extracted and processed from the medical examination image input to the input terminal 100 and transmitted to the database server 400.

To this end, the health examination image shaping data conversion module 600 may optionally include a communication unit 610, a control unit 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 provided.

In addition, FIG. 10 is an exemplary view for explaining a health checkup image matching interface according to an embodiment of the present invention, and according to a user input corresponding to the health checkup image matching interface according to an embodiment of the present invention, the structured data processing unit 650 ) May be generated and transferred to the database server 400.

More specifically, referring to FIG. 10, the interface providing unit 640 may arrange and output a health examination record image and a moving function element to one side of the output unit 660 through a matching interface.

In addition, the interface providing unit 640 may provide a health examination item (column) and an input item (row) interface to the other side of the output unit 660 in a table form.

In addition, the interface providing unit 640 may output information on the result of the first matching process by character recognition (such as OCR or AI) through the output unit 660, and a separate first color corresponding to the matched item An highlighted image such as, etc. may be output on the interface, and the user may confirm input by clicking or confirming with a shortcut key.

On the other hand, when character recognition has been processed but there are strings that are not matched to an appropriate item, the interface providing unit 640 may highlight the second color in the image and output it as an object, and from the health examination record image of one side, the other side User input may be possible to drag and move to the healthy table area.

In addition, the interface providing unit 640 may receive a user input corresponding to an unrecognized item. As a health checkup expert, the user manually inputs according to the related manual or selects and inputs items previously entered on the interface. can do.

Here, the interface providing unit 640 may provide a selection interface for selecting item content on an image, and a user may select a word image part through the selection interface and then match a specific item through drag. The matched image portion may be labeled as item content.

Since such an input process may be duplicated in the plurality of health examination image shaping data conversion modules 600, the accuracy may be ensured because a plurality of experts makes a redundant determination on one case.

If a plurality of health examination image shaping data conversion modules 600 confirm input of an item that is not the same, separate consultation information may be input, or a request for re-photographing or manual input may be transmitted to the information input terminal 100.

On the other hand, the result of matching analysis in this way may be converted into a table in the structured data processing unit 650 and transmitted to the database server 400 according to the selection of the input storage menu, and the medical examination image and matching result information are then converted into characters ( OCR or AI) can be used as learning data for improving the performance of the function.

Meanwhile, the method according to the present invention described above may be produced as a program to be executed on a computer and stored in a computer-readable recording medium. Examples of computer-readable recording media include ROM, RAM, CD-ROM, There are magnetic tapes, floppy disks, optical data storage devices, and the like, and also include those implemented in the form of a carrier wave (for example, transmission through the Internet).

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

In addition, although the 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 claimed in the claims. In addition, various modifications can be implemented by those of ordinary skill in the art, and these modifications should not be individually understood from the technical spirit or prospect of the present invention.

Claims (16)

In the method of providing health care services,
Collecting, from an information input terminal, health checkup data including personal user information, consent information, questionnaire information, and health checkup information;
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; And
Providing one or more health care services using the processed content to an information use terminal
How to provide health care services. The method of claim 1,
The health checkup information includes information converted and obtained from photographing or scanned image information of a health checkup result document received by the individual from a medical institution, etc.
How to provide health care services. The method of claim 1,
The questionnaire information includes response information corresponding to one or more questionnaires for a user's cognitive dysfunction, mental health examination, cancer screening, general examination, etc. provided through the information input terminal.
How to provide health care services. The method of claim 1,
The analysis processing includes medical examination interpretation processing,
The health care content includes user analysis service content corresponding to the health check analysis processing
How to provide health care services. The method of claim 1,
The analysis processing includes user behavior and propensity analysis processing,
The health management content includes a user analysis service corresponding to the user behavior and disposition analysis processing or a content recommendation service according to user disposition.
How to provide health care services. The method of claim 1,
The analysis processing includes customized advertisement matching analysis processing,
The health management content includes a customized medical advertisement providing service content corresponding to the customized advertisement matching analysis processing.
How to provide health care services. The method of claim 1,
The analysis processing includes clinical trial matching analysis processing,
The health care content includes clinical trial subject matching service content corresponding to the clinical trial matching analysis processing
How to provide health care services. The method of claim 1,
The health care service,
In response to the information-using terminal, including a service for updating health checkup data using diagnosis, prescription, or finding information of medical institution devices that are temporarily allowed to be viewed.
How to provide health care services. In the health care service providing device,
From the information input terminal, a data collection unit for collecting personal user information, consent information, health checkup data including questionnaire information and health checkup information;
A de-identification processing unit that performs de-identification processing corresponding to the collected data;
An analysis processing unit for performing analysis processing for providing one or more health care services corresponding to the de-identified data;
A content processing unit that processes health care content corresponding to the analysis processing result; And
Including a service provider that provides one or more health care services using the processed content to an information use terminal
Device for providing health care services. The method of claim 9,
The health checkup information includes information converted and obtained from photographing or scanned image information of a health checkup result document received by the individual from a medical institution, etc.
Device for providing health care services. The method of claim 9,
The questionnaire information includes response information corresponding to one or more questionnaires for a user's cognitive dysfunction, mental health examination, cancer screening, general examination, etc. provided through the information input terminal.
Device for providing health care services. The method of claim 9,
The analysis processing includes medical examination interpretation processing,
The health care content includes user analysis service content corresponding to the health check analysis processing
Device for providing health care services. The method of claim 9,
The analysis processing includes user behavior and propensity analysis processing,
The health management content includes a user analysis service corresponding to the user behavior and disposition analysis processing or a content recommendation service according to user disposition.
Device for providing health care services. The method of claim 9,
The analysis processing includes customized advertisement matching analysis processing,
The health management content includes a customized medical advertisement providing service content corresponding to the customized advertisement matching analysis processing.
Device for providing health care services. The method of claim 9,
The analysis processing includes clinical trial matching analysis processing,
The health care content includes clinical trial subject matching service content corresponding to the clinical trial matching analysis processing
Device for providing health care services. The method of claim 9,
The health care service,
In response to the information-using terminal, including a service for updating health checkup data using diagnosis, prescription, or finding information of medical institution devices that are temporarily allowed to be viewed.
Device for providing health care services.

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