JP2020060803A - Health information processing method, health information processing apparatus, computer program, and learning model - Google Patents

Abstract

To provide a health information processing method, a health information processing apparatus, a computer program, and a learning model.SOLUTION: A health information processing method comprises steps of: acquiring health checkup data corresponding to user identification information of a user; determining measurement items or inquiry contents to be added based on the obtained health checkup data; transmitting the determined measurement items or the inquiry contents; acquiring measurement results of the measurement items or answers to the inquiry contents; and identifying the products or services for the user based on the acquired health examination data and the acquired measurement results or the answers.SELECTED DRAWING: Figure 19

Description

  The present invention relates to a health information processing method, a health information processing device, a computer program, and a learning model.

  Many users are interested in health information, and various services for individually presenting appropriate health information have been proposed. Patent Document 1 discloses a foodstuff suggesting apparatus that accepts subjective symptoms in a question-and-answer manner and presents foodstuffs to be ingested based on the accepted subjective symptoms, for the purpose of improving symptoms of concern to the user. Has been done.

International Publication No. 2017/085777

  By actively using these services, it is possible to present health-related information for relieving or relieving subjective symptoms. However, there may occur a case where the deterioration of the user's health condition cannot be prevented, such as when there is no subjective symptom or when the symptom is overlooked. Even if a user has received a medical examination and has received a diagnosis result, he / she may be overlooked if he / she does not actively take any action such as lifestyle improvement, detailed examination, or going to the hospital.

  The present invention has been made in view of such circumstances, and provides a health information processing method, a health information processing apparatus, a computer program, and a learning model that more effectively realizes effective maintenance / promotion of a user's health condition. The purpose is to provide.

  A health information processing method according to an aspect of the present disclosure is a health information processing method for transmitting information related to a user's health, and obtains health examination data corresponding to the user identification information of the user, and obtains the health examination data. Based on, determine the measurement item or inquiry content to be added, send the determined measurement item or inquiry content to the user, obtain the measurement result for the measurement item, or the answer to the inquiry content, A process of specifying a product or service for the user based on the acquired health examination data and the acquired measurement result or answer is included.

  A health information processing apparatus according to an aspect of the present disclosure is a health information processing apparatus that processes information related to a user's health, and an acquisition unit that acquires health examination data corresponding to the user identification information of the user, Based on the health examination data, a determination unit that determines the measurement item or inquiry content to be added, a transmission unit that transmits the determined measurement item or inquiry content to the user, and the measurement result for the determined measurement item Or, based on the additional information acquisition unit that acquires an answer to the inquiry content, the medical examination data acquired by the acquisition unit, and the measurement result or the answer acquired by the additional information acquisition unit, And a specifying unit that specifies a product or service for the user.

  A computer program according to an aspect of the present disclosure acquires health checkup data corresponding to user identification information of a user in a computer, and determines a measurement item to be added or inquiry content based on the acquired health checkup data. Then, the determined measurement item or inquiry content is transmitted to the user, the measurement result of the measurement item, or an answer to the inquiry content is acquired, the acquired health examination data, and the acquired measurement. Based on the result or the answer, the user is caused to execute the process of specifying the product or service.

  A computer program according to an aspect of the present disclosure causes a computer to display, on a display unit, a measurement item regarding health to be added to a user regarding health, or a screen that presents inquiry contents, and a measurement result regarding the measurement item, Or, the response to the inquiry content is transmitted, and information indicating the product or service identified based on the user's health checkup data and the measurement result or the inquiry content is displayed on the display unit in response to the selected purpose or improvement item. Execute the processing to be displayed.

  A learning model according to an aspect of the present disclosure includes a user's health examination data, and an input layer in which a measurement result of a measurement item to be added selected for the user or an answer to an additional inquiry content is input. An output layer that outputs a product or service to the user, an intermediate layer learned by the health checkup data and the measurement result or reply, and the product or service, and an operation based on the intermediate layer to calculate the health When the diagnostic data and the measurement result or the answer are input to the input layer, they are used for the process of outputting the product or service from the output layer.

  According to an aspect of the present disclosure, it is determined what kind of examination or inquiry is additionally necessary for the selected purpose or improvement item based on the result of the physical examination of the user, and information based on the additional examination or inquiry is determined. The product or service to be used by the user is specified in consideration of.

  In the case of the health information processing method of the present disclosure, health checkup data is basically used. Data received personally may be used, such as when a legal medical examination is not carried out. Even if the result of the medical examination is an urgent result such as a medical treatment or a secondary detailed examination, it may be overlooked as it is if the user does not actively take the action of going to the hospital or the detailed examination. is there. This is more noticeable when the test results show that follow-up or caution is required. For symptoms that the user is not aware of, or symptoms that are overlooked due to busyness, etc., based on this, the intake of some health food or the introduction of health equipment is presented, so the diagnostic result Can be expected to reduce the cases that are overlooked.

FIG. 1 is a diagram showing an outline of a health information processing system according to a first embodiment. FIG. 3 is a block diagram showing the configuration of the health information processing system in the first embodiment. It is a figure which shows the example of the content of the information memorize | stored in a database. It is a figure which shows the example of the content of the information memorize | stored in a database. It is a flow chart which shows an example of a processing procedure between a server device and a terminal unit. 9 is a flowchart showing an example of a processing procedure for information to be added. It is a figure which shows the example of a content of a learning model. It is a flow chart which shows an example of the processing procedure in a modification. It is a figure which shows the example of a screen displayed on the display part of a terminal device. It is a figure which shows the example of a screen displayed on the display part of a terminal device. It is a figure which shows the example of a screen displayed on the display part of a terminal device. It is a figure which shows the example of a screen displayed on the display part of a terminal device. It is a figure which shows the example of a screen displayed on the display part of a terminal device. It is a figure which shows the example of the content of the setting information memorize | stored in the memory | storage part. It is a figure which shows the example of a screen displayed on the display part of a terminal device. It is a flow chart which shows an example of the processing procedure performed ex post facto in a health information processing system. It is a figure which shows the example of a screen displayed on the display part of a terminal device. FIG. 7 is a block diagram showing a configuration of a health information processing system according to a second embodiment. 9 is a flowchart showing an example of a processing procedure between the server device and the terminal device according to the second embodiment.

  The present invention will be specifically described with reference to the drawings showing the embodiments.

(Embodiment 1)
FIG. 1 is a diagram showing an outline of the health information processing system 100 according to the first embodiment. The health information processing system 100 includes a server device 1 and a plurality of terminal devices 2. The server device 1 and the plurality of terminal devices 2 can exchange information with each other via the network N.

  The server device 1 is managed by, for example, a welfare service provider. The server device 1 acquires information indicating the health condition of the user who enjoys the welfare service, and based on the acquired health condition, implements a health management service centered on prevention using the terminal device 2 owned by the user. .

  The server device 1 uses a server computer. The server device 1 can send and receive information to and from the terminal device 2 via the network N. The server device 1 has a Web server function. The terminal device 2 can send and receive information to and from the server device 1 by accessing the Web service provided by the server device 1.

  The server device 1 can read / write information from / to the database 110. The server device 1 stores, in the database 110, user information including an account, an attribute, and the like in association with user identification information that identifies a user. The server device 1 can also store, in the database 110, health information that can be obtained by transmitting and receiving information to and from the terminal device 2 in association with the user identification information.

  The server device 1 can acquire the user's health information from the external database 300 via the private line N3 included in the network N. The external database 300 is, for example, managed by an inspection organization that carries out a physical examination, and the result of the physical examination that is regularly carried out is recorded in association with the identification code for identifying the examinee.

  Each of the terminal devices 2 is, for example, a smartphone. The terminal device 2 may be a tablet terminal, a desktop or laptop PC (Personal Computer), or a wearable device such as a so-called smart watch. The user can send and receive information to and from the server device 1 using the terminal device 2 and can obtain information provided from the server device 1.

  The network N includes a public network N1, a carrier network N2 and a private line N3. The public network N1 is what is called the Internet. The carrier network N2 is a network provided by a communication carrier that realizes wireless communication based on standards such as next-generation or next-generation high-speed mobile communication standards. The leased line N3 is a communication medium for realizing secure communication between the server device 1 and the external database 300. The public network N1 includes an access point AP. The carrier network N2 comprises a base station BS. The terminal device 2 can perform communication connection with the server device 1 that is communicatively connected to the public network N1 by the access point AP or the base station BS by the wireless communication function.

  FIG. 2 is a block diagram showing the configuration of the health information processing system 100 according to the first embodiment. The server device 1 includes a control unit 10, a storage unit 11, and a communication unit 12. The control unit 10 is a processor using a CPU (Central Processing Unit) or a GPU (Graphics Processing Unit), and includes a built-in ROM (Read Only Memory) or RAM (Random Access Memory) memory, a clock, and the like. The control unit 10 executes each process based on the server program 1P stored in the storage unit 11 and causes the general-purpose server computer to function as a health information processing device described later.

  The storage unit 11 uses a hard disk to store the server program 1P and the setting information referenced by the control unit 10.

  The server program 1P includes a program that causes the control unit 10 of the server device 1 to execute each process as described below and also realizes a Web server function. The Web server program realizes information acquisition by an operation on the screen based on the Web browser function of the terminal device 2. The server program 1P may be the server program 19P recorded on the recording medium 19 acquired by the communication unit 12 from any external server device and recorded.

  The communication unit 12 includes a network card. The control unit 10 can communicate with the communication unit 12 via the network N.

  The terminal device 2 includes a control unit 20, a storage unit 21, a display unit 22, an operation unit 23, a voice input / output unit 24, and a communication unit 25.

  The control unit 20 includes a processor such as a CPU and a GPU, a memory, and the like. The control unit 20 may be configured as one piece of hardware (SoC: System On a Chip) in which a processor, a memory, a storage unit 21, and a communication unit 25 are integrated. Based on the application program 21P stored in the storage unit 21, the control unit 20 outputs information regarding the health management service provided by the server device 1 by the display unit 22 or the voice input / output unit 24.

  The storage unit 21 includes a non-volatile memory such as a flash memory. The storage unit 21 stores the application program 21P. The application program 21P may include a web browser function. A general-purpose Web browser program stored in the storage unit 21 may be used. The storage unit 21 stores the data referred to by the control unit 20. The application program 21P may be one in which the control unit 20 reads the application program 28P stored in the storage medium 28 via the communication unit 25 or the input / output unit (not shown) and duplicates it in the storage unit 21.

  The display unit 22 includes a display device such as a liquid crystal panel or an organic EL display. The operation unit 23 is an interface that receives user operations, and includes physical buttons and a touch panel device with a built-in display. The operation unit 23 can accept an operation on the screen displayed on the display unit 22 by a physical button or a touch panel.

  The voice input / output unit 24 includes a speaker and a microphone. The voice input / output unit 24 includes a voice recognition unit, and can recognize the operation content from the input voice by the microphone and accept the operation.

  The communication unit 25 is a wireless communication module that realizes transmission and reception of information with the server device 1 via the network N or according to a predetermined mobile communication standard. The communication unit 25 may use a network card.

  The control unit 20 of the terminal device 2 can accept login information for the health information notification service that manages health information by the operation unit 23 based on the application program 21P, and can perform communication connection to the server device 1.

  3 and 4 are diagrams showing examples of contents of information stored in the database 110. FIG. 3 shows an example of contents of user information and health information stored in the database 110. The user information is collected by the user performing a registration operation on the terminal device 2 on the registration screen provided by the server device 1 when the user first uses the service in the health information processing system 100. The user information includes user identification information for identifying the user and attribute information. The attribute information may include a group code that identifies an organization / group to which the user belongs. The attribute information may include personal information such as the user's name, address, date of birth, and the like, and a recipient identification code for obtaining the result of the medical examination to be described later from an inspection agency. A plurality of examinee identification codes may be included corresponding to a plurality of inspection institutions.

  The attribute information may include information indicating the relationship between users. The relationship is, for example, a family relationship. In the example of FIG. 3, the user identification information of the users who are family members is stored together with the relationships, and it is possible to grasp the mutual correspondence. It is shown that the user who is the family member and who has the user identification information of “A0003052” has a parent-child relationship with the user who has the user identification information of “A0001011”. The relationship is, for example, the relationship between the manager in the group and the others. For example, the manager is the person in charge of personnel and general affairs at a certain company, and the others are employees. The manager is responsible for managing the health of other employees, such as interviewing an industrial physician or encouraging them to visit a medical institution as necessary. When the attribute information includes information indicating a relationship, it is preferable that the sharing of each information between related users is associated with each other. It is preferable that the family can share the information with the parent but cannot share it with the child, or vice versa. Regarding the relationship between the manager and the others, it may be possible to set permission or prohibition of sharing for each information so that the manager cannot share all personal information. Further, it is preferable that the administrator is set to be able to share if the sharing is performed in an abstracted state such as a text, instead of a specific numerical value or the like.

  The health information includes inquiry answer information for each user collected by the user (and the user who is a family member) performing an answer operation on the terminal device 2 on the inquiry screen provided by the server device 1. . The inquiry answer information includes a history of past inquiry answers. The health information may include, for each user, a periodic health check performed on a group to which the user belongs or a diagnosis result such as a medical checkup personally received. The inquiry answer information and the diagnosis result information are stored as a history by associating the identification information that specifies the information with the user identification information of the user who is the diagnosis target. The result of the periodical health check may be recorded by an operation input from the user, or may be transmitted and recorded by the user's terminal device 2 or another device. For example, the history of the diagnosis results managed by the user's old affiliation may be temporarily held in the terminal device 2 and transferred to the database 110 for use. In this case, the data may be directly transferred to the database 110 of the server device 1 from the storage device of the organization to which the old member belongs. The result of the health examination may be one obtained from the external database 300 via the private line N3 and duplicated. It is desirable that the results of the medical examination include a history of past years that have been performed. The diagnosis result may not be permanently recorded in the database 110 but may be acquired from the external database 300 each time.

  The information shown in FIG. 3 and FIG. 4 allows the user to use the terminal device 2 to register information relating to the health of the user in association with account information issued to the user.

  For example, the user logs in to the Web service provided by the server device 1 using the account information, and selects the health information registration menu. When the registration menu is selected, the control unit 10 accepts registration of information that can specify the result of the physical examination on the screen displayed on the terminal device 2. Here, the information that can specify the result of the physical examination is, for example, a medical examinee identification code for referring to the result of the physical examination of the user from the external database 300.

  The control unit 10 of the server device 1 may accept registration of the result of the user's medical examination by text or selection by operating the terminal device 2. It is possible to refer to the health check result from the external database 300 using the examinee identification code as long as the security of the network N including the private line N3 is secured. However, since the result of the health examination is personal information, access to the external database 300 from the health information processing system 100 may be restricted. Therefore, the control unit 10 may accept registration of the result of the health check itself from the user on the screen based on the application program 21P in the terminal device 2 so that the user's diagnosis result can be referred to in the health information processing system 100. . In this case, the control unit 10 may accept an input of a numerical value, a text, or a symbol that is a result of each diagnostic item, or a digital image of a diagnostic result (including a photograph of a printed matter) for easy operation. Input may be accepted.

  When accepting the registration of the result of the periodical health check itself from the user, the control unit 10 of the server device 1 is effective in the welfare service based on the health information processing system 100 for the information input in order to increase the motivation of the input operation. It is good to issue such points. Points become more motivated when they can be used to pay expenses at affiliated medical institutions. In this case, the actual payment of the cost to the medical institution is covered by the benefit service provider, specifically, the benefit of the employer of the user, depending on the points. Further, depending on the total number of points issued to the user, the control unit 10 controls the amount of information provided from the server device 1 and whether or not detailed information is included, as described later. Good. It is desirable that points can be shared between users who have a family relationship or can be transferred according to relationships when the above-mentioned information indicating the relationship between users is included in the attribute information. Information that specifies a user (master) who has a decision right is stored in association with each other among users who have a family relationship, and control is performed so that it is transferred when an instruction from a user who has a decision right is met. Good to be done. It should be noted that issuance of points may be automatically executed by a smart contract that accepts input of information and issues points by using blockchain technology. The issued points may be set differently according to the number of input information or the degree of importance. It is recommended that more points be issued for the registration of more protected information such as information on insurance participation.

  Further, the control unit 10 accepts the registration of the result of the physical examination of the user by receiving the result of the physical examination transmitted from the terminal device 2 or another device regardless of the input operation on the terminal device 2 as described above. May be. In this case, the control unit 20 of the terminal device 2 causes the display unit 22 to display a screen for accepting the transmission instruction based on the application program 21P, and the operation unit 23 accepts the input of the information indicating the whereabouts of the health examination result. . The result of the health examination is stored in the external database 300 as described above, temporarily stored in the storage unit 21 of the terminal device 2, or in another storage device (cloud service). I remember. The control unit 20 accepts the input of information (address, file name, etc.) indicating the location of the result of the physical examination in those storage devices, and when the transmission instruction is selected, the result of the physical examination stored in the storage unit 21. , Or the result of the health examination stored in another storage device is temporarily acquired and transmitted to the server device 1. In this way, even if the institution that has undergone the health examination changes or the group to which the user belongs changes, the data is taken over, and the server device 1 presents appropriate content based on the taken over history. be able to.

  The control unit 10 stores the information for specifying the received result of the medical examination in the database 110 in association with the user identification information for identifying the user. As a result, the user information and health information stored in the database 110 as shown in FIG. 3 are created.

  FIG. 4 is a diagram showing an example of the contents of inquiry answer information. The inquiry answer information is associated with the information of the improvement item selected by the process described later and the answer contents to the inquiry item added as additional information, with the identification information for identifying each interview and the date and time. It is stored for each user identification information of the user who is the interview target. In the content example shown in FIG. 4, the identification information and the date and time are used as combined information. Further, the inquiry answer information may be the content when the input of the diagnosis result is accepted in the question format by the operation of the user as described above. As shown in FIG. 4, the contents of the answers to the inquiry are stored as a history, so that the user's symptom can be estimated from the past state.

  The server device 1 stores and accumulates the information as shown in FIGS. 3 and 4 in the database 110, and presents information on the user's health via the terminal device 2 used by the user based on the information. FIG. 5 is a flowchart showing an example of a processing procedure between the server device 1 and the terminal device 2. When the user or the family of the user selects the application program 21P using the terminal device 2 and logs in using the account information while the health information has been registered as described above, the Web service provided by the server device 1 The following processing is started within.

  The control unit 10 reads, from the database 110, information that can identify the result of the health examination corresponding to the user identification information of the logged-in target user (step S101). The information that can specify the result of the health examination is, for example, the examinee identification code stored in the user information in association with the user identification information as shown in FIG. The information that can specify the result of the health check may be information indicating the result of the check stored in the health information of the database 110 of the result of the health check itself.

  The control unit 10 obtains the results of the physical examination based on the information that can specify the read result of the physical examination for a plurality of past years if the result of the physical examination is possible, and obtains the most recent result if it is not possible (step S102). The acquisition source is the external database 300 or the database 110. When the control unit 10 obtains the result of the physical examination from the external database 300 in step S102, the control unit 10 may copy it to the database 110 and store it as a physical examination history if possible.

  The control unit 10 transmits screen information of a screen including options of improvement items that the user desires to improve to the terminal device 2 (step S103). It should be noted that the improvement items are, for example, items for maintaining the ability to "walk" in the future, that is, items for preventing the inability to walk, or items for keeping "visible", or The theme is whether or not it is an item to maintain "eatable". Other improvement items include options such as whether to prevent the onset of osteoporosis or to prevent the onset of dementia, for example, for women over the age of 45, based on the age and sex of the user. You may do it. For men over the age of 50, options may be included such as whether to prevent hypertension or prevent the onset of diabetes. Further, the improvement item may be extracted based on the result of the physical examination acquired in step S102.

  In the terminal device 2, the control unit 20 receives the screen information (step S201), and causes the display unit 22 to display a screen including options for improvement items based on the received screen information by the Web browser function (step S202). The control unit 20 receives an operation for selecting an improvement item or an input operation on the screen using the operation unit 23 (step S203), and transmits information specifying the improvement item selected or input based on the operation to the server device 1 to the communication unit. It transmits from 25 (step S204).

  The control unit 10 of the server device 1 acquires the improvement items of the user from the terminal device 2 (step S104). The control unit 10 determines the information to be added to the user based on the result of the physical examination acquired in step S102 and the improvement item desired by the user acquired in step S104 (step S105). In step S105, the control unit 10 determines, for example, an inspection item to be further inspected for the user, a sensor or an inspection kit corresponding to the inspection item. The control unit 10 determines any health data sensor such as a sphygmomanometer, a heart rate monitor, a weight scale, or a bone densitometer based on the information for identifying the sensor stored in advance in the storage unit 11 as setting information. . In particular, it is preferable to determine a wearable device that can be inspected on a daily basis. In step S105, the control unit 10 may determine the type of test kit to be tested using any of saliva, blood, urine, feces, or the like. In step S105, the control unit 10 may additionally determine an item to be inquired from the items included in the medical inquiry sheet stored as setting information in the storage unit 11 in advance.

  In step S105, as a first example, the control unit 10 is a table showing the correspondence relationship between the numerical value range of each item of the health examination result, the setting range of the text or the symbol, and the inspection item or the inquiry item to be added. Is stored in the storage unit 11 as setting information, and an examination item or an inquiry item is determined from the result of the health examination. In step S105, as a second example, the control unit 10 selects a candidate of an inspection item or an inquiry item to be added as setting information in the storage unit 11 and a numerical value range, a text, or a symbol of the numerical value of each item of the health examination result. A setting range and a correspondence table for assigning priorities to the candidates are stored. In the second example, the control unit 10 adds points to the candidates according to the numerical value range of each item of the acquired health check result of the user, the text, or the setting range of the symbol, and gives the priority in descending order of the total score. Then, a plurality of inspection items or inquiry items are determined as inspection items or inquiry items to be added in order of high priority. For example, the control unit 10 should be added in association with the one item depending on whether the numerical value of the one item included in the result of the physical examination is equal to or greater than the threshold value, how far from the threshold value, or the like. A score corresponding to the inspection item or the inquiry item is given. The method of determining the inspection item or inquiry item to be added is not limited to the first example and the second example. The control unit 10 may make the determination based on the correlation between the inspection item or the inquiry item to be added and the result of the medical examination, or may classify the result of the medical examination into a plurality of types in advance and classify the classified types. The inspection item or the inquiry content may be stored in advance in the storage unit 11 as the setting information in association with, and read and determined.

  The control unit 10 creates screen information of a screen that presents the information to be added determined in step S105, and transmits the screen information to the terminal device 2 used by the user (step S106).

  The control unit 20 of the terminal device 2 receives the screen information at the communication unit 25 (step S205), and displays the screen showing the information to be added on the display unit 22 based on the received screen information (step S206). ), The processing ends.

  The control unit 10 of the server device 1 may end the process of step S106, but additionally performs the following process to notify another user having a relationship associated with the user identification information of the target user. Good to run. The control unit 10 extracts other user identification information that has a relationship with the target user, and further extracts user identification information that can be shared based on whether sharing is possible (step S107). The control unit 10 adds the target user to the terminal device 2 used by another user, based on the information of the notification destination associated with the extracted user identification information in the user information of the database 110. The information to be provided or the content of the result of the health examination is notified (step S108). As a result, the administrator of the family or the group to which the user belongs grasps the user's health, receives a medical examination, and does not leave the result as it is, leave a vacation to recommend a medical examination, It can promote the improvement of lifestyle related to health. It is preferable that the content of the result of the medical examination notified to other users, family members, or the administrator is abstracted into a text showing an outline.

  On the screen of the application program 21P displayed on the display unit 22 of the terminal device 2 in step S206, for example, a health data sensor capable of additionally inspecting an item to be inspected, or information for identifying an inspection kit may be shown. In this case, the screen may include controls that accept selection of either the health data sensor or the test kit. When the health data sensor or the inspection kit is presented, the server device 1 accepts any purchase or rental, and the control unit 10 specifies the delivery destination from the user information and executes the delivery procedure so that the delivery is delivered to the user. You may.

  Further, the screen displayed based on the screen information received in step S206 includes an inquiry item to be additionally asked, and a control such as an input field or a selectable check box capable of answering the item. Should be included.

  Note that the acceptance of the improvement items in steps S103 to S104 is not essential. In this case, in step S105, the control unit 10 may determine an inspection item or the like for an item that is likely to have a high risk in the user's health condition, based on the user's health examination data, regardless of the improvement item.

  The user performs an inspection that can be performed at home using the health data sensor or inspection kit presented to the user obtained by visually recognizing the screen displayed on the display unit 22 of the terminal device 2 by the user himself or his family. . The inspection is not limited to once, and may be performed multiple times. When using the health data sensor, it is preferable that the measurement result obtained by daily measurement is collected by the terminal device 2 used by the user or the user's family. Further, the user or the user's family may use the terminal device 2 to answer an inquiry item to be asked as information to be added.

  FIG. 6 is a flowchart showing an example of a processing procedure for information to be added. After the user or the user's family has performed an additional examination, or to answer an additional inquiry, select the application program 21P using the terminal device 2 and log in using the account information. In that case, the control unit 10 of the server device 1 starts the following processing in the provided Web service.

  The control unit 10 acquires the additional examination result or the answer to the additional inquiry item from the terminal device 2 that has logged in with the user's account information (step S111). The control unit 10 stores the acquired examination result or inquiry answer in the database 110 in association with the user identification information of the user (step S112). As a result, the history of inspection results or inquiry answers is stored in the health information of the database 110.

  The control unit 10 associates the user identification information of the user with the result of the health examination included in the health information stored in the database 110, the selected improvement item, and the information added in step S112 based on the information of the user. The health condition (symptom) is identified (step S113). Identification of health status is not mandatory.

  The control unit 10 extracts a product or service related to health that is appropriate for the specified health condition (step S114). In step S114, the control unit 10 extracts, from the setting information stored in the storage unit 11, the product or service associated with the result of the medical examination or the added information as being effective for each item. Good. For example, in the storage unit 11, for each item such as liver and blood glucose, symptom, numerical value range, or item selected as an improvement item, a product name, a product number, etc. for identifying a health food such as a supplement that has an effect are displayed. Information is stored as setting information. In addition, for each item, symptom, and numerical value range, information that specifies an exercise menu, health equipment, etc. that can be expected to be effective is stored in the storage unit 11 as setting information. The exercise menu may be a menu of a gym that is affiliated. The health device may be, for example, a protector for preventing fractures during a fall. The control unit 10 extracts, from the setting information stored in the storage unit 11, information that identifies them based on the result of the health examination for each user or the added information. The control unit 10 assigns a priority to information specifying a product name, a product number, an exercise menu, a health equipment, etc. corresponding to the contents of each item included in the result of the medical examination, in order of the highest priority. You may extract a predetermined number.

  Further, the control unit 10 may extract a product or service having a high degree of association based on a statistical process using a recommendation engine executed by the control unit 10 itself. In this case, the control unit 10 inputs the improvement item, the result of the medical examination (numerical value group), and the supplemented information (numerical value group for each inspection item, text answer to the inquiry), and outputs the recommended product or service. The learning model may be created in advance and stored in the storage unit 11, and this learning model may be used for extracting the product or service. FIG. 7 is a diagram showing an example of the contents of the learning model 111 created in advance. As the learning model 111, for example, it is preferable to use a recurrent neural network that inputs the information supplemented and supplemented a plurality of times as a result of each item of the health examination for a plurality of years. The learning model 111 receives the result of the numerical value, the text, the symbol, or the like of the health checkup or the supplemented information as an input, and outputs the product or service corresponding to the symptom estimated from the diagnosis result and the supplemented information. The learning model 111 creates teacher data including the contents of both the result of the medical examination and the information that has been supplemented, and the products or services such as instruments or supplements that have a proven record of contributing to improvement corresponding to the contents. Be learned. The instruments or supplements that have a proven record of contributing to improvement may be those selected by a specialist such as a medical practitioner, or those that have received a good improvement status from the user who actually used them as described below. You may use. A plurality of learning models 111 may be created for each selected improvement item. In this case, the control unit 10 selects one from the plurality of learning models 111 according to the selected improvement item, and provides the input of the selected learning model 111 with the result of the health examination and the information that has been supplemented. Alternatively, the output product or service may be specified.

  The control unit 10 creates screen information of a screen including information for identifying the extracted product or service (step S115), and transmits the screen information to the terminal device 2 used by the user (step S116).

  In the terminal device 2, the control unit 20 receives the screen information at the communication unit 25 (step S211), and displays the screen that presents the information specifying the product or service for the improvement item based on the received screen information. 22 (step S212), and the process ends.

  The processing procedure shown in the flowchart of FIG. 5 is executed according to the frequency of the physical examination, while the processing procedure shown in the flowchart of FIG. 6 is the frequency of performing the physical examination as a follow-up to the result of the physical examination. Is executed more often than In particular, in the processes of steps S111 and S112, the acquisition of health data from the wearable device may be performed about once a week. It may be collected once a month. Not only when the user or the user's family positively performs the login operation using the account information, but also after the period determined based on the result of the health examination, the notification destination stored in the database 110 as the user information ( An operation may be prompted to the user's address, contact e-mail address) so that additional examination information or inquiry collection processing can be executed.

  It should be noted that a process of transmitting the result of the user's health examination to the terminal device 2 used by the doctor registered in the health information processing system 100 together with the additional examination result or the answer to the additional inquiry item acquired in step S111. You may add. FIG. 8 is a flowchart showing an example of a processing procedure in the modified example. In this case, the control unit 10 sends a notification to the registered doctor requesting the input of a comment such as advice (step S117), and the comment (answer via the Web browser in the terminal device 2 or another device used by the doctor). ) Is accepted (step S118). Then, the comment is added to the screen information for presenting information to the user created in step S115 (step S119), and the screen information is transmitted and displayed after addition (S116). This allows the user to obtain a doctor's comment, and the information presented by the health information processing system 100 is more reliable. The comment request to the doctor and the comment addition process may be executed only for specific user identification information.

  The processing procedure shown in the flowcharts of FIGS. 5 and 6 will be described with a specific example. 9 to 13 and 15 are diagrams showing examples of screens displayed on the display unit 22 of the terminal device 2.

  On the screen 221 displayed based on the application program 21P shown in FIG. 9, the improvement items displayed on the terminal device 2 used by the user or the user's family are selectably shown by the processing procedure shown in the flowchart of FIG. Has been done. In the example of FIG. 9, the functions of the body that the user wants to maintain thereafter are classified as “visible”, “walkable”, and “eatable”, and are shown as interfaces 222, 223, and 224 that can be selected (tapped), respectively. . The selection items are not limited to these themes, and may be anxiety symptoms such as “recently tired”, “lack of sleep”, “diet”, and “items to be improved.” Further, in the screen example shown in FIG. The text indicating the attribute information of is displayed, but not limited to the text, a mark or the like may be displayed.

  When the user taps any of the interfaces 222, 223, 224 in the screen 221 displayed on the display unit 22, the control unit 20 recognizes any selection by the operation unit 23, which is a touch panel, and accepts it (( S203).

  In FIG. 10, since the “edible” interface 224 is selected on the screen of FIG. 9, the information to be added, which is determined by the server device 1 in step S104 shown in the flowchart of FIG. 5, is displayed on the screen 221. Here is an example. In the example of FIG. 10, the user is a male, the risk of diabetes and hypertension is increased, and when those symptoms develop, dietary restrictions and the like increase. When there is no problem in the blood glucose value included in the history of the user's physical examination results, but the blood pressure is slightly high, the control unit 10 presents the blood pressure monitor as a device, and the blood pressure is displayed on the screen 221. Information indicating the total is displayed. Further, on the screen 221, measurement results in the morning and evening of the day are presented as information to be added by using a sphygmomanometer. The user or the user's family recognizes this and performs an additional inspection at home, and causes the terminal device 2 to collect the result of the additional inspection. The terminal device 2 may automatically collect the inspection result from the inspection device by using wireless communication or the like, or the user may register it using the operation unit of the terminal device 2. This supplements the user's medical examination history with additional information.

  FIG. 11 is an example of a screen 221 including information specifying recommended products or services displayed on the terminal device 2 used by the user or the user's family by step S114 of the processing procedure shown in the flowchart of FIG. Shows. As shown in FIG. 11, the screen 221 includes a message that identifies the current symptom of the user. It includes the product name, efficacy, and usage of the product. In the example of FIG. 11, a supplement that effectively lowers blood pressure is presented as a product. As shown in FIG. 11, the screen 221 may include one or more links to purchase supplements on the Web.

  FIG. 12 shows another example of the screen 221 including information specifying a product or service recommended to the user as in FIG. As shown in FIG. 12, a screen 221 shows a recommended exercise menu for preventing an increase in blood pressure. Depending on the content of the exercise menu, as shown in FIG. 10, information such as plans and menus in exercise facilities such as gyms affiliated with the health information processing system 100 may be added. More preferably, it is preferable that a Web service that can reserve exercise facilities can be executed as it is. At least, a link to a web page operated by the exercise facility may be included.

  In FIG. 13, since the “walkable” interface 223 is selected on the screen of FIG. 9, the information to be added, which is determined by the server device 1 in step S104 shown in the flowchart of FIG. 5, is displayed on the screen 221. Here is an example. In the example of FIG. 13, the control unit 10 determines the intraosseous propagation velocity as the information to be added based on the blood pressure and uric acid values included in the history of the result of the physical examination of the user. When the blood pressure value is within a range that is possible even when exercise is performed, the control unit 10 determines the amount of exercise, for example, the number of steps, as the information to be added, with reference to the result of the physical examination. Then, the control unit 10 presents an ultrasonic bone densitometer and a pedometer as devices corresponding to these pieces of information. A screen 221 in FIG. 13 displays a bone densitometer and a pedometer (smartphone application). If hypertension is suspected, such as when the blood pressure value of the user is 140 mmHg or more in systole or 90 mmHg or more in diastolic blood pressure, exercise is not recommended, and the control unit 10 adds the amount of exercise (step count) as information to be added. Exclude. It should be noted that uric acid serves as an index for knowing whether gout is present and determining whether or not protein can be taken for a strong bone.

  In this case, the control unit 10 uses the results obtained from the bone densitometer and the pedometer in step S111 shown in the flowchart of FIG. The products or services to be recommended are extracted (S114). For example, the control unit 10 refers to setting information including advice on which product is recommended to be used, based on a combination of numerical value ranges stored in the storage unit 11 in advance. FIG. 14 is a diagram showing a content example of the setting information stored in the storage unit 11. In the example of FIG. 14, the information to be presented is tabulated according to the combination of the uric acid obtained in step S102, the intra-bone propagation velocity measured by the bone densitometer, and the step count obtained by the pedometer for the target user. Have been remembered. The control unit 10 refers to a table and determines from the combination of uric acid, the bone propagation velocity, and the number of steps as a result of the physical examination, and creates screen information.

  As another example, when the “walkable” interface 223 is selected on the screen of FIG. 9, “gout” may be considered. In this case, the control unit 10 refers to the numerical values of the serum uric acid value, the hemoglobin A1c (National Glycohemoglobin Standardization Program (NGSP) value), and the body mass index (BMI: Body Mass Index) included in the history of the result of the target user health examination. To do. From the information of the physical examination of the target user, the control unit 10 determines, for example, the alcohol intake amount as the information to be added. In addition, when the serum uric acid value included in the result of the latest medical examination of the target user exceeds a predetermined numerical value (for example, 7.0 mg / dL), the control unit 10 determines the urinary pH and the joint as additional information to be added. Pain assessment (NRS: Numerical Rating Scale, or VAS: Visual Analogue Scale) is determined. The control unit 10 includes a digital pH meter as a device for measuring urinary pH and a device for accepting an input of an alcohol intake amount and an indirect pain scale value by a simple operation such as a touch panel, for example, a smartphone application. Present.

  Similarly, the control unit 10 extracts a product or service to be recommended to the user based on the setting information stored in the storage unit 11 according to the combination of the urinary pH value and the alcohol intake amount for the target user. . In this case, the setting information stored in the storage unit 11 is a normal value range for urinary pH, a specific value in the boundary range, and an alcohol intake of 1 for absolute alcohol amount (alcohol frequency × drinking amount). Includes specific figures for the permissible range per day. As in FIG. 14, the setting information includes the result of comparison between the range including the pH in urine and the allowable range of the absolute alcohol amount for the latest 7 days, the latest 3 days of the alcohol intake and before that, for example, 8 to 10 days before. The information to be presented may be tabulated according to the combination with the tendency of increase / decrease based on the comparison with 3 days. The control unit 10 refers to the table from the combination of the serum uric acid value, the range of urinary pH value, the comparison result with the allowable range of the alcohol intake (absolute amount), and the increase / decrease tendency of the alcohol intake as a result of the physical examination. It is advisable to decide the information to be presented and create the screen information.

  FIG. 15 shows another example of the screen 221 including information specifying a product or service recommended for the user. As shown in FIG. 15, the screen 221 displays advice to promote the intake of supplements containing calcium and vitamin D and appropriate exercise.

  As described above, the health information processing system 100 provides the user with what kind of treatment is appropriate for the selected improvement item based on the result of the physical examination of the target user. The result of the physical examination as the base can be accumulated data after becoming an employee, not limited data such as those for the last three years. It is preferable to collect and use these pieces of information as a base even when walking through a plurality of companies or groups and receiving medical examinations at different medical examination institutions. Further, weighting may be increased for diseases affected by inheritance by referring to medical history, symptoms, etc. of family member users.

  With the health information processing system 100 according to the first embodiment, the user can learn more effective health foods, exercise menus, and the like after performing a test that can be performed at home as a treatment. Even if the user does not have to go to the hospital without any symptoms, he / she can specifically learn and practice the lifestyle improvement method for preventing the onset of the selected improvement item. As a follow-up follow-up, it can be expected that the prevention can be continued by notifying the application program 21P of the inspection or the answer to the inquiry that should be added regularly.

  It is also possible to collect from the user whether or not the recommended product or service presented in this way has been ingested or used, and whether or not it has been improved thereby. FIG. 16 is a flowchart showing an example of a processing procedure executed ex post facto in the health information processing system 100. When the user or the family of the user selects the application program 21P using the terminal device 2 and logs in after an arbitrary period from the execution of the processing procedure shown in the flowchart of FIG. 6, the Web service provided by the server device 1 The following processing starts with. The period until the following process is started varies depending on the product or service presented to the user and the symptoms of the user, for example, the content obtained regarding the inspection item presented as the information to be added.

  The control unit 10 of the server device 1 transmits screen information of a screen for accepting the subsequent situation of the user to the terminal device 2 (step S121). For the screen for accepting the subsequent situation, for example, it is possible to select whether or not the improvement of the symptom has been seen, and an input field for accepting a specific content of the improvement in text may be provided. Further, the information for identifying the test kit corresponding to the information to be added may be included, and the test for confirming the improvement may be instructed.

  In the terminal device 2, the control unit 20 receives the screen information (step S221), and causes the display unit 22 to display a screen for accepting the subsequent situation based on the received screen information by the Web browser function (step S222). The control unit 20 accepts a subsequent situation selection operation or input operation on the screen by the operation unit 23 (step S223), and transmits information indicating the situation selected or input based on the operation to the server device 1 to the communication unit 25. (Step S224).

  The control unit 10 of the server device 1 receives the information indicating the situation of the user from the terminal device 2 (step S122) and stores it as health information in the database 110 (step S123). The control unit 10 determines the information to be added by using the information received in step S122 and using the health information of the user who has earned up to that point (step S124). The processing in step S124 is the same as step S105 in the processing procedure shown in the flowchart of FIG. Similarly to step S106 of the processing procedure in the flowchart of FIG. 5, the control unit 10 creates and transmits screen information of a screen that presents information to be added to the user (step S125). After that, the control unit 10 executes the processing procedure shown in the flowchart of FIG. 6, and thereafter specifies the user's health condition by using the information received in step S122 (SS113), and further selects a health-related product or service. It may be extracted (S114), screen information may be created and presented (S115, S116). On the other hand, the screen is displayed based on the screen information of the screen presented by the terminal device 2 as well (S212), and the process is ended.

  In this way, it is also possible to further recommend another product or service, or present the same product or service or the like to encourage the user to repeatedly use the product or service, depending on the subsequent improvement situation of the user. . Moreover, when adopting the method of extracting the product or service by the recommendation engine including the learning model 111, the control unit 10 updates the recommendation engine according to the improvement situation and improves or maintains the user's health more accurately. It is possible to improve the quality of a service that proposes a product or a service. Specifically, the control unit 10 labels the product or service output from the learning model 111 with the subsequent improvement status of the user to whom the output product or service is presented. The control unit 10 outputs the labeled product or service, and the teacher who inputs the health checkup data of the same user and the additional measurement result or answer input to the learning model 111 when the product or service is output. Data may be created and stored in the database 110. The control unit 10 gives the accumulated teacher data to the learning model 111 and re-learns it, thereby obtaining the learning model 111 in which the feedback of the post-improvement improvement situation is reflected. By using the learning model 111 that reflects the feedback of the improvement status, it is possible to present a product or service that can improve the health of the user.

  FIG. 17 is a diagram showing an example of a screen displayed on the display unit 22 of the terminal device 2. The screen example shown in FIG. 17 shows an example of the screen 225 for accepting whether or not the improvement has been made and the degree of improvement (S223). As shown in FIG. 17, the screen 225 includes a check box 226 for selecting whether or not improvement has been made and the degree of improvement.

  In this way, how much the product or service has been improved by the recommended intake or use of the product or service is stored in the database 110 in association with the time information for each user identification information of the user. As a result, the result of the health examination, the correlation with the added examination result or the answer to the inquiry, the degree of the effect for each user, and the like are specified, and a further preventive effect for each user can be expected. Further, by collecting feedback on whether or not improvement has been made and the degree of improvement, it is possible to present a product or service with higher accuracy for improvement or prevention by analyzing the entire database 110.

(Embodiment 2)
In the second embodiment, health information processing is realized specializing in beauty. FIG. 18 is a block diagram showing the configuration of the health information processing system 200 according to the second embodiment. The hardware configuration according to the second embodiment is the same as that of the health information processing system 100 according to the first embodiment, and thus the common components are denoted by the same reference numerals and detailed description thereof is omitted. In the second embodiment, the storage unit 21 of the terminal device 2 stores a beauty application program 22P instead of the application program 21P. The beauty app program 22P may be a program in which the control unit 20 reads the beauty app program 29P stored in the storage medium 29 via the communication unit 25 or an input / output unit (not shown) and duplicates it in the storage unit 21. The server program 1P stored in the storage unit 11 of the server device 1 is also a program that causes the control unit 10 to execute a processing procedure specialized for beauty as described later.

  In the second embodiment, the terminal device 2 is connected to the imaging device 26 or the skin sensor 27 and can acquire image data output from the imaging device 26 or data output from the skin sensor 27. The imaging device 26 or the skin sensor 27 and the terminal device 2 communicate with each other wirelessly or by wire. As the wireless communication, for example, near field communication may be used.

  The imaging device 26 is attached to a mirror used by the user, images the user's face when the user uses the mirror, and outputs imaging data to the terminal device 2. The imaging device 26 may be the one built in the terminal device 2.

  The skin sensor 27 is a portable sensor including a moisture meter, for example. The skin sensor 27 preferably has a built-in wireless communication unit and can output the measurement result to the terminal device 2. The skin sensor 27 outputs the moisture content measured by the moisture meter to the terminal device 2. The skin sensor 27 may be an oil content meter or an elasticity meter (pressure sensor). The skin sensor 27 may include any two or all of a moisture meter, an oil system, and an elasticity meter.

  In the second embodiment, since the server device 1 specializes in beauty, it is not always necessary to use the result of the health examination. In the second embodiment, in the processing procedure shown in the flowchart of FIG. 5 executed by the server device 1 in the first embodiment, “beauty” is selected as the improvement item, and the skin sensor 27 or the image pickup is performed. This is the same as presenting the device 26 as the information to be added. In the second embodiment, with the user information of FIG. 3 stored in the database 110, the following processing procedure corresponding to the processing procedure shown in the flowchart of FIG. 6 between the server device 1 and the terminal device 2 is performed. To execute. The server device 1 stores the information indicating the skin condition as health information in the database 110, and presents the cosmetics and supplements suitable for the skin condition of the day.

  FIG. 19 is a flowchart showing an example of a processing procedure between the server device 1 and the terminal device 2 according to the second embodiment. When the user selects the beauty application program 22P using the terminal device 2 and logs in using the account information while the user information is already registered, the following process starts in the web service provided by the server device 1. To be done.

  The control unit 10 acquires the accumulated health information corresponding to the user identification information of the logged-in target user (step S301). The health information may include the result of the medical examination. The control unit 10 transmits, as additional information, screen information of a screen including a message that prompts the imaging device 26 or the skin sensor 27 to perform measurement (step S302).

  The control unit 20 of the terminal device 2 receives the screen information at the communication unit 25 (step S401), and a screen including a message that prompts the imaging device 26 or the skin sensor 27 to perform measurement based on the received screen information. Is displayed on the display unit 22 (step S402).

  The user uses the imaging device 26 to image himself or the skin sensor 27 to measure the water content, oil content, or elasticity of the skin of his or her face.

  The control unit 20 of the terminal device 2 acquires the measurement result output from the imaging device 26 or the skin sensor 27 (step S403). The control unit 20 acquires image data when the imaging device 26 is used, and acquires the measured water content, oil content, or numerical data indicating elasticity when the skin sensor 27 is used. The control unit 20 transmits the acquired measurement result to the server device 1 from the communication unit 25 (step S404).

  The control unit 10 of the server device 1 acquires the measurement result from the terminal device 2 (step S303), analyzes the measurement result, and determines the skin condition (step S304). When the imaging device 26 is used, the control unit 10 may identify the brightness of the skin, the presence or absence of skin trouble such as pimples, stains, wrinkles, and the like from the image data. When the skin sensor 27 is used, whether or not the skin is dry may be specified based on the water content, the oil content, or the elasticity of the measurement result.

  The control unit 10 stores the obtained measurement result or information indicating the determined skin condition in association with the time information as health information in the database 110 (step S305). As a result, the skin condition of the user is accumulated in the database 110.

  Based on the accumulated skin condition history and the determined skin condition, the control unit 10 stores in advance, in the storage unit 11, a product that matches the user's skin, such as a cosmetic product or a supplement, as setting information. It is extracted from the product group (step S306). In step S306, the control unit 10 may extract the beauty service according to the skin condition.

  The control unit 10 creates screen information of a screen including information for identifying the extracted product (step S307), and transmits it to the terminal device 2 used by the user (step S308). In step S307, the control unit 10 may create screen information of a screen that presents a combination or combination of cosmetics.

  In the terminal device 2, the control unit 20 receives the screen information at the communication unit 25 (step S405), and displays a screen that presents information identifying a product corresponding to the measured skin condition based on the received screen information. It is displayed on the section 22 (step S406), and the process is terminated.

  As described above, based on the health information including the skin condition of the user accumulated in the database 110, by using the information indicating the skin condition that is additionally supplemented every day, cosmetics, supplements, etc. suitable for the condition on the day or the next day can be obtained. It is possible to present. This makes it possible to provide diversified products or services based on the accumulated health information and the health condition updated daily. In addition, the skin condition used and stored in the second embodiment can be used as a barometer showing the health condition in the first embodiment by accumulating it as a health condition.

  In the first and second embodiments, by transmitting and receiving the information between the server device 1 and the terminal device 2, the measurement result is acquired and the information is presented to the measurement result. However, the system is not limited to the server client system, and may be a system that realizes information exchange between users who use the terminal device 2. For example, in a form mediated by the server device 1, the information of the product or service presented to the second user having a history similar to the health information of the first user is presented. The server device 1 presents the intake or use of a product or service over a plurality of years and the transition of health information of a user who has similar health information in the past history. The first user selects one of the second users, the second user provides the first user with information on the transition of his / her health information, and realizes information transaction between the users who receive the reward. Can be a platform to

  It should be understood that the embodiments disclosed above are exemplifications in all respects and are not restrictive. The scope of the present invention is shown not by the meanings described above but by the claims, and is intended to include meanings equivalent to the claims and all modifications within the scope.

1 server device 10 control unit 11 storage unit 1P server program 110 database 111 learning model 2 terminal device 20 control unit 21 storage unit 21P, 28P application program 22P, 29P beauty application program 22 display unit 23 operation unit 25 communication unit 28, 29 storage Medium

Claims (20)

A health information processing method for transmitting information about a user's health, comprising:
Obtaining medical examination data corresponding to the user identification information of the user,
Based on the acquired medical examination data, determine the measurement item or inquiry content to be added,
Send the determined measurement items or inquiry contents to the user,
Acquire the measurement result of the measurement item or the answer to the inquiry content,
A health information processing method including a process of identifying a product or service for the user based on the acquired health examination data and the acquired measurement result or reply. When determining the measurement items and the contents of the interview,
Accepting any one of a plurality of purposes or improvement items in association with the user identification information of the user,
The health information processing method according to claim 1, wherein the measurement item or inquiry content to be added is determined based on the selected purpose or improvement item and the acquired health examination data. The health information processing method according to claim 1, wherein information on the specified product or service is transmitted to the user. The acquired medical examination data, and specify the symptoms of the user based on the acquired measurement result or answer,
The health information processing method according to claim 1, wherein information indicating the identified symptoms of the user is transmitted to the user. Based on the acquired medical examination data, and the acquired measurement result or answer, the exercise menu to be performed by the user is specified,
The health information processing method according to claim 1, wherein information indicating an exercise menu of the specified user is transmitted to the user. The health information processing method according to any one of claims 1 to 5, wherein a sensor required for measurement or a test kit is determined as the measurement item to be added. The acquired medical examination data and the acquired measurement result or response are transmitted to a doctor,
Accept comments from doctors,
The information including the received comment is transmitted, The health information processing method according to any one of claims 1 to 6. Acquiring information on post-conditions including the presence or absence of improvement regarding the health of the user after using the product or service specified for the user, or the degree of improvement,
Specify advice, product, or service to the user using the acquired information on the posterior situation,
The health information processing method according to any one of claims 1 to 7, wherein information indicating the specified advice, product, or service is transmitted. The medical examination data acquired for the target user, and the obtained measurement result or answer, to other user identification information stored in association with the user identification information of the target user. The information processing method according to any one of claims 1 to 8, wherein the notification is made to a user identified by. The health check data, and the obtained measurement result or answer, for each item, whether to share with the user identified by the other user identification information is set,
The health information processing method according to claim 9, wherein the health examination data that can be shared and the acquired measurement result or answer are notified. The medical examination data acquired for the target user includes medical examination data corresponding to other user identification information stored in association with the user identification information of the target user. The health information processing method according to claim 10. Input the acquired medical examination data, the measurement result of the additional measurement item, or the answer to the additional inquiry content, and extract the product or service by the learning model that outputs the product or service to the user. The health information processing method according to any one of claims 1 to 11. The medical examination data is acquired by receiving an input operation from a target user or another user permitted by the user,
The health information processing method according to any one of claims 1 to 12, wherein points are issued to the user in response to the input operation in accordance with the number, frequency, or importance of input information. 14. The health information processing according to claim 13, wherein the points issued to the user are shared with a user identified by other user identification information stored in association with the user identification information of the user. Method. The health information processing method according to claim 13, wherein the points are issued using a block chain. A health information processing device for processing information on a user's health,
An acquisition unit for acquiring medical examination data corresponding to the user identification information of the user,
Based on the acquired health examination data, a determination unit that determines the measurement items to be added or the content of the inquiry,
A transmission unit that transmits the determined measurement item or inquiry content to the user,
An additional information acquisition unit that acquires a measurement result for the determined measurement item or an answer to the inquiry content,
Health information comprising: the medical examination data acquired by the acquisition unit, and an identification unit that identifies a product or service for the user based on the measurement result or the response acquired by the additional information acquisition unit. Processing equipment. On the computer,
Acquire health checkup data corresponding to the user identification information of the user,
Based on the acquired medical examination data, determine the measurement items to be added or the content of the inquiry,
Send the determined measurement items or inquiry contents to the user,
Acquire the measurement result of the measurement item or the answer to the inquiry content,
A computer program that causes a user to perform a process of specifying a product or service based on the acquired health examination data and the acquired measurement result or reply. On the computer,
Display on the display unit a screen that presents the measurement items related to health that should be added to the user regarding health, or the contents of the inquiry.
Send the measurement results for the above measurement items or answers to the inquiry contents,
A computer program that causes a process of displaying, on the display unit, information indicating a product or service identified based on the user's health checkup data and the measurement result or inquiry content corresponding to the selected purpose or improvement item. On the computer,
Displaying a screen on the display unit that receives a transmission instruction of the user's health examination data,
20. When a transmission instruction is accepted on the screen, a process of transmitting the health examination data stored in the storage medium included in the computer or the health examination data stored in another device is executed. The described computer program. A user's health checkup data, and an input layer into which a measurement result of the measurement item to be added selected for the user or an answer to the additional inquiry content is input
An output layer that outputs a product or service to the user,
The medical examination data and the measurement result or response, and the intermediate layer learned by the product or service are provided, and the medical examination data and the measurement result or response are calculated in the input layer to the input layer A learning model used in the process of outputting a product or service from the output layer when input.

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