Advice providing apparatus

The advice providing device improves health advice accuracy by integrating doctor's knowledge and generative AI to derive personalized advice from user data, addressing the reliability issues in existing technologies.

WO2025142101A1PCT designated stage expired Publication Date: 2025-07-03D-SOLUTION KK
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Patent Information

Application Number
PCT/JP2024/038501
Authority / Receiving Office
WO · WO
Patent Type
Applications
Current Assignee / Owner
Priority Date
2023-12-24
Filing Date
2024-10-29
Publication Date
2025-07-03

AI Technical Summary

Technical Problem

Existing health advice technologies do not effectively utilize the professional knowledge of doctors, leading to low accuracy and reliability of advice information.

Method used

An advice providing device that integrates diagnostic and inspection information with professional knowledge of doctors, utilizing generative AI to derive personalized advice through a series of data acquisition, correction, and extraction processes, including determination result extraction and advice information storage.

Benefits of technology

Enhances the accuracy and reliability of health advice by incorporating doctor's professional knowledge, providing personalized advice based on individual user data.

✦ Generated by Eureka AI based on patent content.

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Abstract

[Problem] To make it possible to present each individual with advice on daily life based on the medical expertise of a physician. [Solution] An advice providing apparatus comprising: a determination information storage means for storing combinations of examination items and examination result ranges in association with combinations of determination items and determination results; a means for correcting an examination result range on the basis of an acquired combination of a diagnosis item and diagnosis contents; a means for extracting a corresponding combination of a determination item and a determination result by comparing an acquired combination of an examination item and an examination result with the determination information storage means after the correction; an advice information storage means for storing combinations of diagnosis items and diagnosis contents and the determination items and determination results in association with advice information; and a means for extracting corresponding advice information by comparing the acquired combination of the diagnosis item and diagnosis contents and the extracted determination item and determination result with the advice information storage means.
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Description

Advice Providing Device

[0001] This relates to a technique for providing advice to users.

[0002] In recent years, health consciousness has grown and people are placing more importance on the harmony of mind and body. In addition, natural foods and meditation have attracted attention, and the importance of fitness activities and mental health has also become more widely known. Against this backdrop, healthy lifestyles are being incorporated into daily life, and interest in sustainable welfare is deepening.

[0003] Meanwhile, active research and development is also being conducted on technologies for providing health advice to individual users. For example, Patent Document 1 proposes a means for identifying health management advice information based on vital signs in a staff management system.

[0004] Japanese Patent Application Laid-Open No. 2021-128513

[0005] However, in the above-mentioned conventional technology, although it deals with health management advice information, it does not utilize the knowledge of doctors, who are health professionals, and there is a problem in that the advice information is not accurate and reliable.

[0006] In view of the above problems, the present invention aims to provide an advice providing device that can provide advice on daily life to each individual, making use of the specialized knowledge of doctors.

[0007] One embodiment of the advice providing device to be disclosed includes a diagnostic information acquiring means for acquiring diagnostic information by a doctor on a user, the diagnostic information being diagnostic information in which diagnostic item identification information for identifying diagnostic items is associated with diagnostic content information representing diagnostic content; a test information acquiring means for acquiring test information on the user, the test item identification information for identifying test items is associated with test result information representing test results; a determination information storing means for storing a combination of the test item identification information and the range of the test result information, and a combination of determination item identification information for identifying determination items and determination result information representing the determination results, in association with each other; and a diagnostic information storing means for storing the diagnostic information acquired by the diagnostic information acquiring means. The system is characterized by having a first judgment TB correction means for correcting the range of the test result information based on a combination of diagnostic item identification information and the diagnostic content information; a judgment result extraction means for comparing the combination of the test item identification information and the test result information acquired by the test information acquisition means with the judgment information storage means after correction by the first judgment TB correction means, and extracting a corresponding combination of the judgment item identification information and the judgment result information; an advice information acquisition means for providing a combination of the diagnostic item identification information and the diagnostic content information acquired by the diagnostic information acquisition means and the judgment item identification information and the judgment result information extracted by the judgment result extraction means to a predetermined generation AI (Artificial Intelligence) and acquiring advice information for the user from the predetermined generation AI; and an advice provision means for providing the acquired advice information to the user.

[0008] Furthermore, one embodiment of the advice providing device to be disclosed includes a diagnostic information acquiring means for acquiring diagnostic information by a doctor regarding a user, the diagnostic information being diagnostic information in which diagnostic item identification information identifying diagnostic items is associated with diagnostic content information representing diagnostic content; a test information acquiring means for acquiring test information regarding the user, the test item identification information identifying test items is associated with test result information representing test results; a determination information storing means for storing a combination of the test item identification information and the range of the test result information, and a combination of determination item identification information identifying determination items and determination result information representing the determination results, in association with each other; and a second judgment TB correction means for correcting the range of the test result information based on an operation by a doctor who refers to the diagnostic information to be acquired; a judgment result extraction means for comparing a combination of the test item identification information and the test result information acquired by the test information acquisition means with the judgment information storage means after correction by the second judgment TB correction means, and extracting a corresponding combination of the judgment item identification information and the judgment result information; an advice information acquisition means for providing a combination of the diagnostic item identification information and the diagnostic content information acquired by the diagnostic information acquisition means and the judgment item identification information and the judgment result information extracted by the judgment result extraction means to a predetermined generation AI (Artificial Intelligence) and acquiring advice information for the user from the predetermined generation AI; and an advice provision means for providing the acquired advice information to the user.

[0009] Furthermore, one embodiment of the advice providing device to be disclosed includes a diagnostic information acquiring means for acquiring diagnostic information by a doctor regarding a user, the diagnostic information being diagnostic information in which diagnostic item identification information identifying a diagnostic item is associated with diagnostic content information representing diagnostic content; a test information acquiring means for acquiring test information regarding the user, the test item identification information identifying a test item is associated with test result information representing a test result; a determination information storing means for storing a combination of the test item identification information and a range of the test result information, and a combination of determination item identification information identifying a determination item and determination result information representing a determination result, in association with each other; a first determination TB correcting means for correcting a range of the test result information based on the combination of the diagnostic item identification information and the diagnostic content information acquired by the diagnostic information acquiring means; a judgment result extraction means for comparing a combination of the test item identification information and the test result information acquired by the information acquisition means with the judgment information storage means after correction by the first judgment TB correction means, and extracting a corresponding combination of the judgment item identification information and the judgment result information; an advice information storage means for storing, in association with each other, a combination of the diagnosis item identification information and the diagnosis content information, the diagnosis item identification information and the judgment result information, and advice information for the user; an advice extraction means for comparing a combination of the diagnosis item identification information and the diagnosis content information acquired by the diagnostic information acquisition means, and the judgment item identification information and the judgment result information extracted by the judgment result extraction means with the advice information storage means, and extracting the corresponding advice information; and an advice provision means for providing the extracted advice information to the user.

[0010] Furthermore, one embodiment of the advice providing device to be disclosed includes: a diagnostic information acquiring means for acquiring diagnostic information by a doctor regarding a user, the diagnostic information being diagnostic information in which diagnostic item identification information identifying a diagnostic item is associated with diagnostic content information representing diagnostic content; a test information acquiring means for acquiring test information by the user, the test item identification information identifying a test item is associated with test result information representing a test result; a determination information storing means for storing a combination of the test item identification information and a range of the test result information in association with a combination of determination item identification information identifying a determination item and determination result information representing a determination result; a second determination TB correcting means for correcting the range of the test result information based on an operation by a doctor who refers to the diagnostic information acquired by the diagnostic information acquiring means; and a second determination TB correcting means for correcting the range of the test result information based on an operation by a doctor who refers to the diagnostic information acquired by the diagnostic information acquiring means. The system is characterized by having a judgment result extraction means that compares a combination of test result information with the judgment information storage means after correction by the second judgment TB correction means, and extracts a corresponding combination of the judgment item identification information and the judgment result information; an advice information storage means that associates and stores combinations of the diagnostic item identification information and the diagnostic content information, the judgment item identification information and the judgment result information, and advice information for the user; an advice extraction means that compares a combination of the diagnostic item identification information and the diagnostic content information acquired by the diagnostic information acquisition means, and the judgment item identification information and the judgment result information extracted by the judgment result extraction means with the advice information storage means, and extracts the corresponding advice information; and an advice provision means that provides the extracted advice information to the user.

[0011] The disclosed advice providing device can provide advice to individuals about their daily lives that utilizes the specialized knowledge of doctors.

[0012] FIG. 1 is a diagram illustrating an overview of the advice providing device according to the present embodiment. FIG. 2 is a functional block diagram of the advice providing device according to the present embodiment. FIG. 3 is a diagram illustrating processing by a diagnostic information acquisition means according to the present embodiment. FIG. 4 is a diagram illustrating processing by a diagnostic information acquisition means according to the present embodiment. FIG. 5 is a diagram illustrating processing by a diagnostic information acquisition means according to the present embodiment. FIG. 6 is a diagram illustrating processing by a test information acquisition means according to the present embodiment. FIG. 7 is a diagram illustrating processing by a test information acquisition means according to the present embodiment. FIG. 8 is a diagram illustrating processing by a habit / environment answer acquisition means according to the present embodiment. FIG. 9 is a diagram illustrating processing by a RISK factor information acquisition means according to the present embodiment. FIG. 10 is a diagram illustrating processing by a RISK factor information acquisition means according to the present embodiment. FIG. 11 is a diagram illustrating processing by a first determination TB correction means and a second determination TB correction means according to the present embodiment. FIG. 12 is a diagram illustrating processing by an advice extraction means according to the present embodiment. FIG. 13 is a diagram illustrating an example hardware configuration of the advice providing device according to the present embodiment. FIG. 14 is a flowchart illustrating the flow of an example processing by the advice providing device according to the present embodiment.

[0013] DETAILED DESCRIPTION OF THE PREFERRED EMBODIMENTS The present invention will be described with reference to the accompanying drawings.

[0014] The operation principle of an advice providing device 100 according to this embodiment (hereinafter simply referred to as "the device") will be described using Figures 1 to 12. Figure 1 is a diagram showing the connection relationship between the device 100 and other devices, and Figure 2 is a functional block diagram of the device 100.

[0015] As shown in Figure 1, the device 100 is connected to a user terminal 490, a medical institution, health insurance association, or other organization 510, and a generating AI (artificial intelligence) 530 via a communication network 520. The communication network 520 may be a public communication network such as the Internet, and is not particularly limited as long as it is capable of transmitting and receiving information, regardless of whether it is wired or wireless. The user terminal 490 may be a mobile information terminal such as a smartphone, or may be a personal computer.

[0016] A medical institution, health insurance association, or other organization 510 has diagnostic information 310, test information 340, and RISK factor information 410, which will be described later, and provides the corresponding diagnostic information 310, test information 340, and RISK factor information 410 in response to a request from the device 100.

[0017] Generative AI (Artificial Intelligence) 530 is a type of AI system that applies machine learning technology and is a system that can generate large amounts of new information, such as text, images, audio, video, and program code.

[0018] As shown in Figure 2, the system has a judgment information storage means 110, an advice information storage means 120, a user information storage means 130, a diagnostic information source storage means 140, a test information source storage means 150, a RISK factor information source storage means 160, a diagnostic information acquisition means 170, a test information acquisition means 180, a habit / environment response acquisition means 190, a RISK factor information acquisition means 200, a first judgment TB correction means 210, a second judgment TB correction means 220, a judgment result extraction means 230, an advice extraction means 240, an advice provision means 250, and an advice information acquisition means 260.

[0019] The diagnostic information acquisition means 170 acquires diagnostic information 310 by a doctor regarding the user 470. The diagnostic information 310 is information in which diagnostic item identification information 320 that identifies a diagnostic item is associated with diagnostic content information 330 that represents the diagnostic content regarding the diagnostic item identified by the diagnostic item identification information 320. The diagnostic information 310 is also data that reflects the doctor's diagnosis and other judgments.

[0020] 3 is a diagram showing an example of the diagnostic information 310. As shown in FIG. 3, the diagnostic information acquisition means 170 acquires (accepts) the diagnostic information 310 in which, for example, diagnostic item identification information 320: disease under treatment or medical history - cancer - 1 (currently being treated or already treated for stomach cancer) is associated with diagnostic content information 330: not applicable (0), applicable (1).

[0021] In addition, the diagnostic information acquisition means 170 acquires (accepts) diagnostic information 310 in which, for example, diagnostic item identification information 320: medication history-1 (prescribing antihypertensive drugs) is associated with diagnostic content information 330: not applicable (0), applicable (1).

[0022] In addition, the diagnostic information acquisition means 170 acquires (accepts) diagnostic information 310 in which, for example, diagnostic item identification information 320: developmental disorder-1 (diagnosis of ASD) is associated with diagnostic content information 330: non-applicable (0), applicable (1).

[0023] The diagnostic information acquiring means 170 may acquire the diagnostic information 310 via a database provided by the medical institution or health insurance association 510. In this case, the diagnostic information acquiring means 170 acquires the diagnostic information 310 from the corresponding medical institution or health insurance association 510 for each diagnostic item identification information 320 based on the user information storage means 130 and the diagnostic information source storage means 140.

[0024] The user information storage means 130 stores user identification information 480 and personal identification information 500 of a medical institution or health insurance association 510 in association with each other for a user 470 .

[0025] Fig. 4 is a diagram showing an example of the user information storage means 130. As shown in Fig. 4, the user information storage means 130 stores, for example, information relating to a user 470 identified by user identification information 480:10000, such as personal identification information 500:XXXX at medical institution A and personal identification information 500:YYYY at health insurance association B, in association with the user 470.

[0026] The diagnostic information source storage means 140 stores diagnostic item identification information 320 and the medical institution or health insurance association 510 linked to the diagnostic item identification information 320 in association with each other.

[0027] 5 is a diagram showing an example of the diagnostic information source storage means 140. As shown in FIG. 5, the diagnostic information source storage means 140 stores, for example, diagnostic item identification information 320: disease currently being treated or medical history - cancer-1 in association with medical institution or health insurance association 510: medical institution A. This indicates that the diagnostic content information 330 identified by the diagnostic item identification information 320: disease currently being treated or medical history - cancer-1 can be acquired from medical institution or health insurance association 510: medical institution A. Note that the diagnostic information acquisition means 170 may acquire the diagnostic information 310 directly from the user terminal 490.

[0028] The test information acquisition means 180 acquires test information 340 related to the user 470. The test information 340 is information in which test item identification information 350 that identifies a test item is associated with test result information 360 that indicates the test results related to the test item identified by the test item identification information 350. The test information 340 is data that reflects the individual's condition, and can be acquired from various sources including hospitals, health checkups, questionnaires, wearable devices, body composition monitors, blood pressure monitors, and other installed devices.

[0029] Fig. 6 is a diagram showing an example of the test information 340. As shown in Fig. 6, the test information acquiring means 180 acquires (accepts) the test information 340 in which, for example, test item identification information 350: Test-1 (blood pressure (upper)) and test content information 360: 130 (mmHg) are associated with each other.

[0030] Furthermore, the test information acquiring means 180 acquires (accepts) test information 340 in which test item identification information 350: Test-M (liver function ALT) and test content information 360: 75 (units) are associated, for example.

[0031] The test information acquiring means 180 may acquire the test information 340 via a database provided by the medical institution or health insurance association 510. In this case, the test information acquiring means 180 acquires test result information 360 from the corresponding medical institution or health insurance association 510 for each test item identification information 350 based on the user information storage means 130 and the test information source storage means 150.

[0032] The test information source storage means 150 stores test item identification information 350 in association with the medical institution or health insurance association 510 linked to the test item identification information 350 .

[0033] 7 is a diagram showing an example of the test information source storage means 150. As shown in FIG. 7, the test information source storage means 150 stores, for example, test item identification information 350: Test-1 and medical institution or health insurance association 510: Medical Institution A in association with each other. This indicates that the test result information 360 identified by the test item identification information 350: Test-1 can be acquired from the medical institution or health insurance association 510: Medical Institution A. The test information acquisition means 180 may also acquire the test result information 360 directly from the user terminal 490.

[0034] The habit / environment answer acquiring means 190 presents questions about lifestyle habits and living environment to a user terminal 490 operated by a user 470. Then, the habit / environment answer acquiring means 190 acquires answer information 380 that associates question identification information 390 that identifies a question with answer content information 400 that indicates the content of an answer to the question identified by the question identification information 390. Here, the lifestyle habits and living environment refer to the type of lifestyle the user is currently living (eating, exercise, sleep, rest, etc.) and the type of environment the user is in (stressful workplace, residential area with poor security, etc.).

[0035] Fig. 8 is a diagram showing an example of answer information 380. As shown in Fig. 8, the habit / environment answer acquiring means 190 acquires (accepts) answer information 380 in which, for example, question identification information 390: life history / lifestyle habits-dietary nutrition-1 (often eats fatty foods, often eats out) is associated with answer content information 400: either applicable (1) or none applicable (2).

[0036] In addition, the habit / environment answer acquisition means 190 acquires (accepts) answer information 380 in which, for example, question identification information 390: lifestyle history / lifestyle habits-sleep time-1 (How much sleep do you get?) is associated with answer content information 400: 4 hours or less (1), 5 hours (2), 6 hours (3), 7 hours (4), 8 hours (5), 9 hours (6), 10 hours or more (7).

[0037] The RISK factor information acquisition means 200 acquires RISK factor information 410 related to the user 470. The RISK factor information 410 is information in which RISK factor item identification information 420 that identifies a RISK factor item is associated with RISK factor content information 430 that indicates the RISK factor content related to the RISK factor item identified by the RISK factor item identification information 420. The RISK factor information 410 is information composed of family history, genetic information, lifestyle background, etc.

[0038] Fig. 9 is a diagram showing an example of the RISK factor information 410. As shown in Fig. 9, the RISK factor information acquisition means 200 acquires (accepts) the RISK factor information 410 in which, for example, RISK factor item identification information 420: family history-1 (sudden death) and RISK factor content information 430: non-applicable (0), applicable (1) are associated with each other.

[0039] In addition, the RISK factor information acquisition means 200 acquires (accepts) RISK factor information 410 that associates, for example, RISK factor item identification information 420: career, work history, and living environment-1 (highest level of education) with RISK factor content information 430: junior high school graduate (0), high school graduate (1), junior college graduate (2), university graduate (3), and graduate school graduate (4).

[0040] In addition, the RISK factor information acquisition means 200 acquires (accepts) RISK factor information 410, which associates, for example, RISK factor item identification information 420: test value -1 (HCV genotype) with RISK factor content information 430: type 1 (0), type 2 (1), other type (2), HCV antibodies present but virus not detected (3), and unknown (4).

[0041] The RISK factor information acquiring means 200 may acquire the RISK factor information 410 via a database provided by a medical institution, health insurance association, or other organization 510. In this case, the RISK factor information acquiring means 200 acquires the RISK factor content information 430 from the corresponding medical institution, health insurance association, or other organization 510 for each RISK factor item identification information 430, based on the user information storage means 130 and the RISK factor information source storage means 160.

[0042] The RISK factor information source storage means 160 stores the RISK factor item identification information 420 in association with the medical institution, health insurance association or other organization 510 linked to the RISK factor item identification information 420 .

[0043] 10 is a diagram showing an example of the RISK factor information source storage means 160. As shown in Fig. 10, the RISK factor information source storage means 160 stores, for example, RISK factor item identification information 420: family history-1 and medical institution, health insurance association, or other organization 510: medical institution A in association with each other. This indicates that the RISK factor content information 430 identified by the RISK factor item identification information 420: family history-1 can be acquired from the medical institution, health insurance association, or other organization 510: medical institution A.

[0044] Furthermore, the RISK factor information source storage means 160 stores, for example, the RISK factor item identification information 420: test value-1 in association with the medical institution, health insurance association or other organization 510: external organization C. This indicates that the RISK factor content information 430 identified by the RISK factor item identification information 420: test value-1 can be acquired from the medical institution, health insurance association or other organization 510: external organization C. The RISK factor information acquisition means 200 may also be configured to acquire the RISK factor information 410 directly from the user terminal 490.

[0045] The judgment information storage means 110 stores, in association with each other, a combination of the test item identification information 350 and the range 370 of the test result information 360, and a combination of the judgment item identification information 440 that identifies the judgment item and the judgment result information 450 that represents the judgment result.

[0046] Fig. 11 is a diagram showing an example of the determination information storage means 110. As shown in Fig. 11(a), the determination information storage means 110 stores, in association with each other, for example, a combination of test item identification information 350: blood pressure (hypertensive) and test result information range 370: 129 or less, 130 to 139, and 140 or more, and a combination of determination item identification information 440: high blood pressure and determination result information 450: normal (0), caution (1), and illness (2).

[0047] This indicates that when the test result information 360 corresponding to the test item identification information 350: blood pressure (upper) is 129 or less, 130 to 139, or 140 or more, the judgment result information 450 for the judgment item identification information 440: high blood pressure is judged as normal (0), caution (1), or illness (2), respectively.

[0048] Also, as shown in FIG. 11(a), the judgment information storage means 110 stores, in association with each other, for example, combinations of test item identification information 350: liver function (ALT) and test result information range 370: 31 or less, 31 to 50, 51 or more, and combinations of judgment item identification information 440: liver dysfunction and judgment result information 450: normal (0), caution (1), illness (2).

[0049] This indicates that when the test result information 360 corresponding to the test item identification information 350: liver function (ALT) is 31 or less, 31 to 50, or 51 or more, the judgment item identification information 440: liver dysfunction is judged as normal (0), caution (1), or illness (2) in the judgment result information 450, respectively.

[0050] The first determination TB correcting means 210 corrects the determination information storage means 110 based on the diagnostic information 310 (a combination of the diagnostic item identification information 320 and the diagnostic content information 330) acquired by the diagnostic information acquiring means 170. More specifically, the first determination TB correcting means 210 corrects the range 370 of the test result information in the determination information storage means 110 based on the diagnostic information 310 (a combination of the diagnostic item identification information 320 and the diagnostic content information 330) acquired by the diagnostic information acquiring means 170.

[0051] In addition, the relationship between the diagnostic information 310 (a combination of diagnostic item identification information 320 and diagnostic content information 330) and the information to be corrected in the judgment information storage means 110 (test item identification information 350, test result information 360, its range 370, and correction width) can be determined without any particular limitations.

[0052] The processing by the first determination TB correcting means 210 allows the doctor's expert knowledge 310 to be involved in the process of deriving the determination information 440, 450 based on the test information 340 of each user 470. This makes it possible to utilize the doctor's expert knowledge 310 in the process of selecting advice information 460, which will be described later.

[0053] 11, the first determination TB correcting means 210 corrects, for example, the information shown in (a) to the information shown in (b). The first determination TB correcting means 210 corrects, for example, the combination of test item identification information 350: blood pressure (hypertensive) and test result information range 370: 119 or less, 120 to 129, 130 or more, and the combination of determination item identification information 440: high blood pressure and determination result information 450: normal (0), caution (1), illness (2) so that they are stored in association with each other.

[0054] This indicates that when the test result information 360 corresponding to the test item identification information 350: blood pressure (upper) is 119 or less, 120 to 129, or 130 or more, the judgment item identification information 440: high blood pressure is judged as normal (0), caution (1), or illness (2) in the judgment result information 450.

[0055] The second determination TB correcting means 220 corrects the determination information storage means 110 based on an operation by a doctor who refers to the diagnostic information 310 (a combination of the diagnostic item identification information 320 and the diagnostic content information 330) acquired by the diagnostic information acquiring means 170. More specifically, the second determination TB correcting means 220 corrects the range 370 of test result information in the determination information storage means 110 based on an operation by a doctor who refers to the diagnostic information 310 acquired by the diagnostic information acquiring means 170. Note that the processing by the second determination TB correcting means 220 also includes a case where a doctor approves the contents of the determination information storage means 110 but does not make any specific corrections to the determination information storage means 110.

[0056] The processing by the second determination TB correcting means 220 allows the doctor's expert knowledge 310 to be involved in the process of deriving the determination information 440, 450 based on the examination information 340 of each user 470. This makes it possible to utilize the doctor's expert knowledge 310 in the process of selecting advice information 460, which will be described later.

[0057] 11, the second determination TB correcting means 220 corrects, for example, the information shown in (a) to the information shown in (b). The second determination TB correcting means 220 corrects, for example, the combination of test item identification information 350: blood pressure (hypertensive) and test result information range 370: 119 or less, 120 to 129, 130 or more, and the combination of determination item identification information 440: high blood pressure and determination result information 450: normal (0), caution (1), illness (2) so that they are stored in association with each other.

[0058] This indicates that when the test result information 360 corresponding to the test item identification information 350: blood pressure (upper) is 119 or less, 120 to 129, or 130 or more, the judgment item identification information 440: high blood pressure is judged as normal (0), caution (1), or illness (2) in the judgment result information 450.

[0059] The processing by the first judgment TB correcting means 210 is positioned as so-called automatic correction of the judgment information storage means 110 , and the processing by the second judgment TB correcting means 220 is positioned as so-called manual correction of the judgment information storage means 110 .

[0060] The judgment result extraction means 230 compares the combination of test item identification information 350 and test result information 360 acquired by the test information acquisition means 180 with the judgment information storage means 110 after correction by the first judgment TB correction means 210 and / or the second judgment TB correction means 220, and extracts the corresponding combination of judgment item identification information 440 and judgment result information 450.

[0061] As shown in Figure 11 (b), the judgment result extraction means 230 compares, for example, the combination of test item identification information 350: blood pressure (high) and test result information 360: 110 (mmHg) with the judgment information storage means 110, and extracts the combination of judgment item identification information 440: high blood pressure and judgment result information 450: normal (0).

[0062] Also, as shown in Figure 11 (b), the judgment result extraction means 230 compares, for example, the combination of test item identification information 350: blood pressure (upper) and test result information 360: 135 (mmHg) with the judgment information storage means 110, and extracts the combination of judgment item identification information 440: high blood pressure and judgment result information 450: illness (2).

[0063] The advice information storage means 120 stores, in association with each other, a combination of diagnostic item identification information 310 and diagnostic content information 320, judgment item identification information 440 and judgment result information 450, question identification information 390 and answer content information 400, RISK factor item identification information 420 and RISK factor content information 430, and advice information 460 for the user 470.

[0064] Fig. 12 is a diagram showing an example of the advice information storage means 120. As shown in Fig. 12, the advice information storage means 120 stores, for example, a combination of diagnostic item identification information 310: disease currently being treated or medical history - blood disease - 1 and diagnostic content information 320: optional, assessment item identification information 440: high blood pressure and assessment result information 450: 1, question identification information 390: life history / lifestyle habits - dietary nutrition - 1 and answer content information 400: 1, RISK factor item identification information 420: family history - 1 and RISK factor content information 430: optional, in association with advice information 460: limit salt intake.

[0065] In addition, the advice information storage means 120 stores, for example, a combination of diagnostic item identification information 310: illness or medical history currently being treated - blood illness - 1 and diagnostic content information 320: anemia, judgment item identification information 440: high blood pressure and judgment result information 450: optional, question identification information 390: life history / lifestyle habits - dietary nutrition - 1 and answer content information 400: optional, RISK factor item identification information 420: family history - 1 and RISK factor content information 430: optional, in association with advice information 460: avoid coffee, green tea, black tea, etc.

[0066] The advice extraction means 240 compares a combination of diagnostic item identification information 320 and diagnostic content information 330 acquired by the diagnostic information acquisition means 170, judgment item identification information 440 and judgment result information 450 extracted by the judgment result extraction means 230, question identification information 390 and answer content information 400 acquired by the habit / environment answer acquisition means 190, and RISK factor item identification information 420 and RISK factor content information 430 acquired by the RISK factor information acquisition means 200 with the advice information storage means 120 to extract corresponding advice information 460.

[0067] As shown in FIG. 12, the advice extraction means 240 compares, for example, a combination of diagnostic item identification information 310: illness currently being treated or medical history - blood disease - 1 and diagnostic content information 320: optional, judgment item identification information 440: high blood pressure and judgment result information 450: 1, question identification information 390: life history / lifestyle habits - dietary nutrition - 1 and answer content information 400: 1, RISK factor item identification information 420: family history - 1 and RISK factor content information 430: optional with the advice information storage means 120 to extract advice information 460: limit salt intake.

[0068] Furthermore, the advice extraction means 240 compares, for example, a combination of diagnostic item identification information 310: illness currently being treated or medical history - blood illness - 1 and diagnostic content information 320: anemia, judgment item identification information 440: high blood pressure and judgment result information 450: optional, question identification information 390: life history / lifestyle habits - dietary nutrition - 1 and answer content information 400: optional, RISK factor item identification information 420: family history - 1 and RISK factor content information 430: optional with the advice information storage means 120 to extract advice information 460: avoid coffee, green tea, black tea, etc.

[0069] The advice providing means 250 provides (notifies) the user 470 (user terminal 490) with the advice information 460 extracted by the advice extracting means 240. The advice providing means 250 provides (notifies), for example, the advice information 460: limit salt intake to the user 470 (user terminal 490). The advice providing means 250 also provides (notifies), for example, the advice information 460: limit coffee, green tea, black tea, etc. to the user 470 (user terminal 490). The advice providing means 250 may also provide (notify) the advice information 460 by formatting it into a predetermined format.

[0070] The advice information acquisition means 260 provides a combination of the diagnosis item identification information 320 and diagnosis content information 330 acquired by the diagnosis information acquisition means 170, the judgment item identification information 440 and judgment result information 450 extracted by the judgment result extraction means 230, the question identification information 390 and answer content information 400 acquired by the habit / environment answer acquisition means 190, and the RISK factor item identification information 420 and RISK factor content information 430 acquired by the RISK factor information acquisition means 200 to a predetermined generation AI 530. Furthermore, the advice information acquisition means 260 acquires advice information 460 for the user 470 from the predetermined generation AI 530 in accordance with the provided information.

[0071] The predetermined generation AI 530 is set to generate and output advice information 460 in response to the information provided by the advice information acquisition means 260. In this case, the advice providing means 250 may provide the advice information 460 acquired by the advice information acquisition means 260 to the user 470.

[0072] Based on the above-described operating principle, the device 100 can provide advice 460 about daily life that utilizes the doctor's specialized knowledge 310 to each individual 470. (Hardware Configuration of the Advice Providing Device According to the Present Embodiment)

[0073] An example of the hardware configuration of the present device 100 will be described using Fig. 13. Fig. 13 is a diagram showing an example of the hardware configuration of the present device 100. As shown in Fig. 13, the present device 100 has a CPU (Central Processing Unit) 610, a ROM (Read-Only Memory) 620, a RAM (Random Access Memory) 630, an auxiliary storage device 640, a communication I / F 650, an input device 660, a display device 670, and a recording medium I / F 680.

[0074] The CPU 610 is a device that executes programs stored in the ROM 620, performs arithmetic processing on data loaded into the RAM 630 in accordance with program instructions, and controls the entire device 100. The ROM 620 stores the programs and data to be executed by the CPU 610. When the CPU 610 executes a program stored in the ROM 620, the programs and data to be executed are loaded into the RAM 630, and the RAM 630 temporarily holds the arithmetic data during the calculation.

[0075] The auxiliary storage device 640 is a device that stores the OS (Operating System), which is basic software, the application programs according to this embodiment, and other related data. The auxiliary storage device 640 is, for example, a hard disk drive (HDD) or a flash memory.

[0076] The communication I / F 650 is an interface for connecting to a communication network 520 such as a wired or wireless LAN (Local Area Network) or the Internet, and for transmitting and receiving data to and from other devices that provide communication functions.

[0077] The input device 660 is a device such as a keyboard for inputting data into the device 100. The display device (output device) 670 is a device formed of an LCD (Liquid Crystal Display) or the like, and functions as a user interface when the user uses the functions of the device 100 or when making various settings. The recording medium I / F 680 is an interface for sending and receiving data to and from a recording medium 690 such as a CD-ROM, DVD-ROM, or USB memory.

[0078] Each of the means of the device 100 may be realized by the CPU 610 executing a program corresponding to each of the means stored in the ROM 620 or the auxiliary storage device 640. Furthermore, each of the means of the device 100 may be realized by hardware that performs the processing associated with the respective means. Furthermore, the device 100 may be configured to execute the program by loading the program according to the present invention from an external server device via the communication I / F 650 or by loading the program according to the present invention from the storage device 690 via the recording medium I / F 680. (Example of Processing by the Advice Providing Device According to the Present Embodiment) An example of processing by the device 100 will be described with reference to FIG. 14 . FIG. 14 is a flowchart showing the flow of an example of processing by the device 100.

[0079] In S10, the habit / environment answer acquiring means 190 presents questions about lifestyle habits and living environment to the user terminal 490 operated by the user 470. Then, the habit / environment answer acquiring means 190 acquires answer information 380 in which question identification information 390 that identifies the question and answer content information 400 that represents the content of the answer to the question identified by the question identification information 390 are associated with each other.

[0080] As shown in FIG. 8, the habit / environment answer acquisition means 190 acquires (accepts) answer information 380 that associates, for example, question identification information 390: lifestyle history / lifestyle habits-dietary nutrition-1 (often eats fatty foods, often eats out) with answer content information 400: either applies (1), or none applies (2).

[0081] In addition, the habit / environment answer acquisition means 190 acquires (accepts) answer information 380 in which, for example, question identification information 390: lifestyle history / lifestyle habits-sleep time-1 (How much sleep do you get?) is associated with answer content information 400: 4 hours or less (1), 5 hours (2), 6 hours (3), 7 hours (4), 8 hours (5), 9 hours (6), 10 hours or more (7).

[0082] In S20, the diagnostic information acquisition means 170 acquires diagnostic information 310 by a doctor regarding the user 470. The diagnostic information 310 is information in which diagnostic item identification information 320 that identifies a diagnostic item is associated with diagnostic content information 330 that represents the diagnostic content regarding the diagnostic item identified by the diagnostic item identification information 320.

[0083] As shown in Figure 3, the diagnostic information acquisition means 170 acquires (accepts) diagnostic information 310 that associates, for example, diagnostic item identification information 320: illness currently being treated or medical history - cancer - 1 (currently being treated or already treated for stomach cancer) with diagnostic content information 330: not applicable (0), applicable (1).

[0084] In addition, the diagnostic information acquisition means 170 acquires (accepts) diagnostic information 310 in which, for example, diagnostic item identification information 320: medication history-1 (prescribing antihypertensive drugs) is associated with diagnostic content information 330: not applicable (0), applicable (1).

[0085] In addition, the diagnostic information acquisition means 170 acquires (accepts) diagnostic information 310 in which, for example, diagnostic item identification information 320: developmental disorder-1 (diagnosis of ASD) is associated with diagnostic content information 330: non-applicable (0), applicable (1).

[0086] The diagnostic information acquiring means 170 may acquire the diagnostic information 310 via a database provided by the medical institution or health insurance association 510. In this case, the diagnostic information acquiring means 170 acquires the diagnostic information 310 from the corresponding medical institution or health insurance association 510 for each diagnostic item identification information 320 based on the user information storage means 130 and the diagnostic information source storage means 140. Note that the diagnostic information acquiring means 170 may acquire the diagnostic information 310 directly from the user terminal 490.

[0087] In S30, the test information acquisition means 180 acquires test information 340 related to the user 470. The test information 340 is information in which test item identification information 350 that identifies a test item is associated with test result information 360 that represents the test result related to the test item identified by the test item identification information 350.

[0088] As shown in Figure 6, the test information acquisition means 180 acquires (accepts) test information 340 in which, for example, test item identification information 350: Test-1 (blood pressure (upper)) and test content information 360: 130 (mmHg) are associated.

[0089] Furthermore, the test information acquiring means 180 acquires (accepts) test information 340 in which test item identification information 350: Test-M (liver function ALT) and test content information 360: 75 (units) are associated, for example.

[0090] The test information acquiring means 180 may acquire the test information 340 via a database provided by the medical institution or health insurance association 510. In this case, the test information acquiring means 180 acquires the test result information 360 from the corresponding medical institution or health insurance association 510 for each test item identification information 350 based on the user information storage means 130 and the test information source storage means 150. Note that the test information acquiring means 180 may acquire the test result information 360 directly from the user terminal 490.

[0091] In S40, the RISK factor information acquisition means 200 acquires RISK factor information 410 related to the user 470. The RISK factor information 410 is information in which RISK factor item identification information 420 that identifies a RISK factor item is associated with RISK factor content information 430 that represents the RISK factor content related to the RISK factor item identified by the RISK factor item identification information 420.

[0092] As shown in Figure 9, the RISK factor information acquisition means 200 acquires (accepts) RISK factor information 410 in which, for example, RISK factor item identification information 420: family history-1 (sudden death) is associated with RISK factor content information 430: non-applicable (0), applicable (1).

[0093] In addition, the RISK factor information acquisition means 200 acquires (accepts) RISK factor information 410 that associates, for example, RISK factor item identification information 420: career, work history, and living environment-1 (highest level of education) with RISK factor content information 430: junior high school graduate (0), high school graduate (1), junior college graduate (2), university graduate (3), and graduate school graduate (4).

[0094] In addition, the RISK factor information acquisition means 200 acquires (accepts) RISK factor information 410, which associates, for example, RISK factor item identification information 420: test value -1 (HCV genotype) with RISK factor content information 430: type 1 (0), type 2 (1), other type (2), HCV antibodies present but virus not detected (3), and unknown (4).

[0095] The RISK factor information acquiring means 200 may be configured to acquire the RISK factor information 410 via a database provided by a medical institution, health insurance association, or other organization 510. In this case, the RISK factor information acquiring means 200 acquires the RISK factor content information 430 from the corresponding medical institution, health insurance association, or other organization 510 for each RISK factor item identification information 430, based on the user information storage means 130 and the RISK factor information source storage means 160. Note that the RISK factor information acquiring means 200 may be configured to acquire the RISK factor information 410 directly from the user terminal 490.

[0096] In S50, the first determination TB correction means 210 corrects the range 370 of the test result information in the determination information storage means 110 based on the diagnostic information 310 (a combination of the diagnostic item identification information 320 and the diagnostic content information 330) acquired in S20.

[0097] The processing by the first determination TB correcting means 210 allows the doctor's expert knowledge 310 to be involved in the process of deriving the determination information 440, 450 based on the test information 340 of each user 470. This allows the doctor's expert knowledge 310 to be utilized in the process of selecting the advice information 460 in S70.

[0098] In addition, the relationship between the diagnostic information 310 (a combination of diagnostic item identification information 320 and diagnostic content information 330) and the information to be corrected in the judgment information storage means 110 (test item identification information 350, test result information 360, its range 370, and correction width) can be determined without any particular limitations.

[0099] 11, the first determination TB correcting means 210 corrects, for example, the information shown in (a) to the information shown in (b). The first determination TB correcting means 210 corrects, for example, the combination of test item identification information 350: blood pressure (hypertensive) and test result information range 370: 119 or less, 120 to 129, 130 or more, and the combination of determination item identification information 440: high blood pressure and determination result information 450: normal (0), caution (1), illness (2) so that they are stored in association with each other.

[0100] This indicates that when the test result information 360 corresponding to the test item identification information 350: blood pressure (upper) is 119 or less, 120 to 129, or 130 or more, the judgment item identification information 440: high blood pressure is judged as normal (0), caution (1), or illness (2) in the judgment result information 450.

[0101] In addition, in S50, the second judgment TB correction means 220 may correct the range 370 of the test result information in the judgment information storage means 110 based on operations by a doctor who refers to the diagnostic information 310 (a combination of diagnostic item identification information 320 and diagnostic content information 330) acquired in S20.

[0102] The processing by the second determination TB correcting means 220 allows the doctor's expert knowledge 310 to be involved in the process of deriving the determination information 440, 450 based on the examination information 340 of each user 470. This allows the doctor's expert knowledge 310 to be utilized in the process of selecting the advice information 460 in S70.

[0103] In addition, the processing by the second judgment TB correction means 220 also includes a case where a doctor performs an operation to approve the contents of the judgment information storage means 110 but does not make any specific corrections to the judgment information storage means 110.

[0104] 11, the second determination TB correcting means 220 corrects, for example, the information shown in (a) to the information shown in (b). The second determination TB correcting means 220 corrects, for example, the combination of test item identification information 350: blood pressure (hypertensive) and test result information range 370: 119 or less, 120 to 129, 130 or more, and the combination of determination item identification information 440: high blood pressure and determination result information 450: normal (0), caution (1), illness (2) so that they are stored in association with each other.

[0105] This indicates that when the test result information 360 corresponding to the test item identification information 350: blood pressure (upper) is 119 or less, 120 to 129, or 130 or more, the judgment item identification information 440: high blood pressure is judged as normal (0), caution (1), or illness (2) in the judgment result information 450.

[0106] Here, the processing by the first determination TB correcting means 210 and the processing by the second determination TB correcting means 220 may be performed in an overlapping manner, or alternatively.

[0107] In S60, the judgment result extraction means 230 compares the combination of test item identification information 350 and test result information 360 acquired in S30 with the judgment information storage means 110 after correction by the first judgment TB correction means 210 and / or the second judgment TB correction means 220, and extracts the corresponding combination of judgment item identification information 440 and judgment result information 450.

[0108] As shown in Figure 11 (b), the judgment result extraction means 230 compares, for example, the combination of test item identification information 350: blood pressure (high) and test result information 360: 110 (mmHg) with the judgment information storage means 110, and extracts the combination of judgment item identification information 440: high blood pressure and judgment result information 450: normal (0).

[0109] Also, as shown in Figure 11 (b), the judgment result extraction means 230 compares, for example, the combination of test item identification information 350: blood pressure (upper) and test result information 360: 135 (mmHg) with the judgment information storage means 110, and extracts the combination of judgment item identification information 440: high blood pressure and judgment result information 450: illness (2).

[0110] In S70, the advice extraction means 240 compares the combination of the diagnostic item identification information 320 and diagnostic content information 330 acquired in S20, the judgment item identification information 440 and judgment result information 450 extracted in S60, the question identification information 390 and answer content information 400 acquired in S10, and the RISK factor item identification information 420 and RISK factor content information 430 acquired in S40 with the advice information storage means 120 to extract corresponding advice information 460.

[0111] As shown in FIG. 12, the advice extraction means 240 compares, for example, a combination of diagnostic item identification information 310: illness currently being treated or medical history - blood disease - 1 and diagnostic content information 320: optional, judgment item identification information 440: high blood pressure and judgment result information 450: 1, question identification information 390: life history / lifestyle habits - dietary nutrition - 1 and answer content information 400: 1, RISK factor item identification information 420: family history - 1 and RISK factor content information 430: optional with the advice information storage means 120 to extract advice information 460: limit salt intake.

[0112] Furthermore, the advice extraction means 240 compares, for example, a combination of diagnostic item identification information 310: illness currently being treated or medical history - blood illness - 1 and diagnostic content information 320: anemia, judgment item identification information 440: high blood pressure and judgment result information 450: optional, question identification information 390: life history / lifestyle habits - dietary nutrition - 1 and answer content information 400: optional, RISK factor item identification information 420: family history - 1 and RISK factor content information 430: optional with the advice information storage means 120 to extract advice information 460: avoid coffee, green tea, black tea, etc.

[0113] In addition, in S70, the advice information acquisition means 260 may provide to a predetermined generation AI 530 a combination of the diagnostic item identification information 320 and diagnostic content information 330 acquired in S20, the judgment item identification information 440 and judgment result information 450 extracted in S60, the question identification information 390 and answer content information 400 acquired in S10, and the RISK factor item identification information 420 and RISK factor content information 430 acquired in S40.

[0114] Then, in S70, the advice information acquisition means 260 may acquire advice information 460 for the user 470 from a predetermined generation AI 530 in response to the information provided in S70.

[0115] In S80, the advice providing means 250 provides (notifies) the user 470 (user terminal 490) with the advice information 460 extracted in S70. The advice providing means 250 provides (notifies), for example, the advice information 460: limit salt intake to the user 470 (user terminal 490). The advice providing means 250 also provides (notifies), for example, the advice information 460: limit coffee, green tea, black tea, etc. to the user 470 (user terminal 490). The advice providing means 250 may also provide (notify) the advice information 460 by formatting it into a predetermined format.

[0116] The advice providing means 250 may provide the advice information 460 acquired by the advice information acquiring means 260 in S70 to the user 470.

[0117] By performing the above-described processing, the device 100 can present each individual 470 with advice 460 about daily life that utilizes the doctor's specialized knowledge 310 .

[0118] Although the embodiments of the present invention have been described in detail above, the present invention is not limited to such specific embodiments, and various modifications and changes are possible within the scope of the gist of the present invention described in the claims.

[0119] REFERENCE SIGNS LIST 100 Advice providing device 110 Determination information storage means 120 Advice information storage means 130 User information storage means 140 Diagnostic information source storage means 150 Test information source storage means 160 RISK factor information source storage means 170 Diagnostic information acquisition means 180 Test information acquisition means 190 Habit / environment response acquisition means 200 RISK factor information acquisition means 210 First determination TB correction means 220 Second determination TB correction means 230 Determination result extraction means 240 Advice extraction means 250 Advice providing means 260 Advice information acquisition means 310 Diagnostic information 320 Diagnostic item identification information 330 Diagnosis content information 340 Test information 350 Test item identification information 360 Test result information 370 Range of test result information 380 Answer information 390 Question identification information 400 Answer content information 410 RISK factor information 420 RISK factor item identification information 430 RISK factor content information 440 Judgment item identification information 450 Judgment result information 460 Advice information 470 User 480 User identification information 490 User terminal 500 Personal identification information 510 Medical institution or health insurance association 520 Communication network 530 Generated AI (Artificial Intelligence) 610 CPU 620 ROM 630 RAM 640 Auxiliary storage device 650 Communication interface 660 Input device 670 Output device 680 Recording medium interface 690 Recording medium

Claims

1. Diagnostic information acquisition means for acquiring diagnostic information regarding a user, wherein diagnostic item identification information for identifying diagnostic items and diagnostic content information representing diagnostic content are associated; inspection information acquisition means for acquiring inspection information regarding the user, wherein inspection item identification information for identifying inspection items and inspection result information representing inspection results are associated; determination information storage means for associating and storing a combination of the range of the inspection item identification information and the inspection result information and a combination of determination item identification information for identifying determination items and determination result information representing determination results; first determination TB correction means for correcting the range of the inspection result information based on the combination of the diagnostic item identification information and the diagnostic content information acquired by the diagnostic information acquisition means; determination result extraction means for extracting the corresponding combination of the determination item identification information and the determination result information by comparing the combination of the inspection item identification information and the inspection result information acquired by the inspection information acquisition means with the determination information storage means after correction by the first determination TB correction means; advice information acquisition means for providing the combination of the diagnostic item identification information and the diagnostic content information acquired by the diagnostic information acquisition means and the combination of the determination item identification information and the determination result information extracted by the determination result extraction means to a predetermined generative AI (Artificial Intelligence) and acquiring advice information for the user from the predetermined generative AI; and advice providing means for providing the acquired advice information to the user. An advice providing apparatus characterized by comprising the above means.

2. Diagnostic information acquisition means for acquiring diagnostic information regarding a user, which is diagnostic information in which diagnostic item identification information for identifying a diagnostic item and diagnostic content information representing a diagnostic content are associated; inspection information acquisition means for acquiring inspection information regarding the user, which is inspection information in which inspection item identification information for identifying an inspection item and inspection result information representing an inspection result are associated; determination information storage means for associating and storing a combination of the range of the inspection item identification information and the inspection result information and a combination of determination item identification information for identifying a determination item and determination result information representing a determination result; second determination TB correction means for correcting the range of the inspection result information based on an operation by a doctor referring to the diagnostic information acquired by the diagnostic information acquisition means; determination result extraction means for extracting a corresponding combination of the determination item identification information and the determination result information by comparing the combination of the inspection item identification information and the inspection result information acquired by the inspection information acquisition means with the determination information storage means after correction by the second determination TB correction means; advice information acquisition means for providing a combination of the diagnostic item identification information and the diagnostic content information acquired by the diagnostic information acquisition means and the combination of the determination item identification information and the determination result information extracted by the determination result extraction means to a predetermined generative AI (Artificial Intelligence) and acquiring advice information for the user from the predetermined generative AI; and advice providing means for providing the acquired advice information to the user. An advice providing apparatus characterized by having these components.

3. Diagnostic information acquisition means for acquiring diagnostic information regarding a user, the diagnostic information being such that diagnostic item identification information for identifying diagnostic items and diagnostic content information representing diagnostic content are associated with each other; inspection information acquisition means for acquiring inspection information regarding the user, the inspection information being such that inspection item identification information for identifying inspection items and inspection result information representing inspection results are associated with each other; determination information storage means for associatively storing a combination of the range of the inspection item identification information and the inspection result information and a combination of determination item identification information for identifying determination items and determination result information representing determination results; first determination TB correction means for correcting the range of the inspection result information based on the combination of the diagnostic item identification information and the diagnostic content information acquired by the diagnostic information acquisition means; determination result extraction means for extracting a corresponding combination of the determination item identification information and the determination result information by comparing the combination of the inspection item identification information and the inspection result information acquired by the inspection information acquisition means with the determination information storage means after correction by the first determination TB correction means; advice information storage means for associatively storing a combination of the diagnostic item identification information and the diagnostic content information and a combination of the determination item identification information and the determination result information, and advice information for the user; advice extraction means for extracting corresponding advice information by comparing the combination of the diagnostic item identification information and the diagnostic content information acquired by the diagnostic information acquisition means and the combination of the determination item identification information and the determination result information extracted by the determination result extraction means with the advice information storage means; and advice providing means for providing the extracted advice information to the user. An advice providing apparatus characterized by comprising these means is provided.

4. Diagnostic information acquisition means for acquiring diagnostic information about a user, which is associated with diagnostic item identification information for identifying diagnostic items and diagnostic content information representing diagnostic content; inspection information acquisition means for acquiring inspection information about the user, which is associated with inspection item identification information for identifying inspection items and inspection result information representing inspection results; determination information storage means for associating and storing a combination of the range of the inspection item identification information and the inspection result information and a combination of determination item identification information for identifying determination items and determination result information representing determination results; second determination TB correction means for correcting the range of the inspection result information based on an operation by a doctor referring to the diagnostic information acquired by the diagnostic information acquisition means; determination result extraction means for extracting a corresponding combination of the determination item identification information and the determination result information by comparing the combination of the inspection item identification information and the inspection result information acquired by the inspection information acquisition means with the determination information storage means after correction by the second determination TB correction means; advice information storage means for associating and storing a combination of the diagnostic item identification information and the diagnostic content information and a combination of the determination item identification information and the determination result information and advice information for the user; advice extraction means for extracting corresponding advice information by comparing a combination of the diagnostic item identification information and the diagnostic content information acquired by the diagnostic information acquisition means and the determination item identification information and the determination result information extracted by the determination result extraction means with the advice information storage means; and advice providing means for providing the extracted advice information to the user. An advice providing device characterized by having these components.

5. A habit / environment response acquisition means for presenting questions regarding lifestyle and living environment to a user terminal operated by the user, and acquiring response information in which question identification information for identifying the questions and response content information representing the response content are associated; a RISK factor information acquisition means for acquiring RISK factor information regarding the user, in which RISK factor item identification information for identifying RISK factor items and RISK factor content information representing the RISK factor content are associated; having, in the advice information storage means, the diagnostic item identification information and the diagnostic content information, the determination item identification information and the determination result information, the question identification information and the response content information, the RISK factor item identification information and the RISK factor content information, and the advice information for the user are stored in association with each other, and the advice extraction means compares the combination of the diagnostic item identification information and the diagnostic content information acquired by the diagnostic information acquisition means, the determination item identification information and the determination result information extracted by the determination result extraction means, the question identification information and the response content information acquired by the habit / environment response acquisition means, and the RISK factor item identification information and the RISK factor content information acquired by the RISK factor information acquisition means, with the advice information storage means, and extracts the corresponding advice information. The advice providing apparatus according to claim 3, characterized in that 6. A habit / environment response acquisition means for presenting questions regarding lifestyle and living environment to a user terminal operated by the user, and acquiring response information in which question identification information for identifying the questions and response content information representing the response content are associated; a RISK factor information acquisition means for acquiring RISK factor information which is RISK factor information regarding the user, in which RISK factor item identification information for identifying RISK factor items and RISK factor content information representing the RISK factor content are associated; having, in the advice information storage means, the diagnostic item identification information and the diagnostic content information, the determination item identification information and the determination result information, the question identification information and the response content information, the RISK factor item identification information and the RISK factor content information, and the advice information for the user are stored in association with each other, and the advice extraction means, in accordance with the diagnostic item identification information and the diagnostic content information acquired by the diagnostic information acquisition means, the determination item identification information and the determination result information extracted by the determination result extraction means, the question identification information and the response content information acquired by the habit / environment response acquisition means, and the RISK factor item identification information and the RISK factor content information acquired by the RISK factor information acquisition means, extracts the corresponding advice information by comparing with the advice information storage means. The advice providing apparatus according to claim 4, characterized in that.

7. A second determination TB correction means for correcting the range of the inspection result information based on an operation by a doctor referring to the diagnostic information acquired by the diagnostic information acquisition means; the determination result extraction means, in accordance with the combination of the inspection item identification information and the inspection result information acquired by the inspection information acquisition means, extracts the corresponding combination of the determination item identification information and the determination result information by comparing with the determination information storage means corrected by the first determination TB correction means and the second determination TB correction means. The advice providing apparatus according to claim 3 or 5, characterized in that.

8. User information storage means for associating and storing user identification information and personal identification information in a medical institution or a health insurance association with respect to the user; diagnostic information source storage means for associating and storing the diagnostic item identification information and the medical institution or health insurance association associated with the diagnostic item identification information; inspection information source storage means for associating and storing the inspection item identification information and the medical institution or health insurance association associated with the inspection item identification information; the diagnostic information acquisition means acquires the diagnostic information from the corresponding medical institution or health insurance association for each of the diagnostic item identification information based on the user information storage means and the diagnostic information source storage means; the inspection information acquisition means acquires the inspection information from the corresponding medical institution or health insurance association for each of the inspection item identification information based on the user information storage means and the inspection information source storage means. The advice providing apparatus according to any one of claims 3 to 6, characterized in that 9. It has RISK factor information source storage means for associating and storing the RISK factor item identification information and a predetermined organization including the medical institution or health insurance association associated with the RISK factor item identification information; the RISK factor information acquisition means acquires the RISK factor information from the corresponding predetermined organization for each of the RISK factor item identification information based on the user information storage means and the RISK factor information source storage means. The advice providing apparatus according to claim 8, characterized in that 10. A step of obtaining diagnostic information by a diagnostic information obtaining means, which is diagnostic information by a doctor regarding a user, and in which diagnostic item identification information for identifying a diagnostic item and diagnostic content information representing a diagnostic content are associated; a step of obtaining test information by a test information obtaining means, which is test information regarding the user, and in which test item identification information for identifying a test item and test result information representing a test result are associated; a step of correcting a range of the test result information in a determination information storage means that stores, in association, a combination of the test item identification information and the test result information range, and a combination of determination item identification information for identifying a determination item and determination result information representing a determination result, based on a combination of the diagnostic item identification information and the diagnostic content information obtained by the diagnostic information obtaining means; a step of extracting a combination of the corresponding determination item identification information and the determination result information by comparing a combination of the test item identification information and the test result information obtained by the test information obtaining means with the determination information storage means corrected by the first determination TB correction means; a step of providing a combination of the diagnostic item identification information and the diagnostic content information obtained by the diagnostic information obtaining means and the determination item identification information and the determination result information extracted by the determination result extraction means to a predetermined generative AI (Artificial Intelligence), and obtaining advice information for the user from the predetermined generative AI; and a step of providing the obtained advice information to the user. An advice providing method including these steps.

11. A step of obtaining diagnostic information by a diagnostic information obtaining means, which is diagnostic information by a doctor regarding a user, and in which diagnostic item identification information for identifying a diagnostic item and diagnostic content information representing a diagnostic content are associated; a step of obtaining test information by a test information obtaining means, which is test information regarding the user, and in which test item identification information for identifying a test item and test result information representing a test result are associated; a step of a second determination TB correction means for correcting a range of the test result information in a determination information storage means that stores in association a combination of a range of the test item identification information and the test result information and a combination of determination item identification information for identifying a determination item and determination result information representing a determination result, based on an operation by a doctor who refers to the diagnostic information obtained by the diagnostic information obtaining means; a step of a determination result extraction means for extracting a corresponding combination of the determination item identification information and the determination result information by comparing a combination of the test item identification information and the test result information obtained by the test information obtaining means with the determination information storage means after correction by the second determination TB correction means; a step of an advice information obtaining means for providing a combination of the diagnostic item identification information and the diagnostic content information obtained by the diagnostic information obtaining means and the combination of the determination item identification information and the determination result information extracted by the determination result extraction means to a predetermined generative AI, and obtaining advice information for the user from the predetermined generative AI; and a step of an advice providing means for providing the obtained advice information to the user. An advice providing method including these steps.

12. A step of a diagnosis information acquisition means for acquiring diagnosis information by a doctor regarding a user, in which diagnosis item identification information for identifying a diagnosis item and diagnosis content information representing a diagnosis content are associated; a step of an examination information acquisition means for acquiring examination information regarding the user, in which examination item identification information for identifying an examination item and examination result information representing an examination result are associated; a step of a first determination TB correction means for correcting a range of the examination result information in a determination information storage means that stores, in association, a combination of the examination item identification information and the examination result information range and a combination of determination item identification information for identifying a determination item and determination result information representing a determination result, based on a combination of the diagnosis item identification information and the diagnosis content information acquired by the diagnosis information acquisition means; a step of a determination result extraction means for extracting, in light of the determination information storage means corrected by the first determination TB correction means, a corresponding combination of the determination item identification information and the determination result information, from a combination of the examination item identification information and the examination result information acquired by the examination information acquisition means; a step of an advice extraction means for extracting corresponding advice information, in light of an advice information storage means that stores, in association, a combination of the diagnosis item identification information and the diagnosis content information acquired by the diagnosis information acquisition means, a combination of the determination item identification information and the determination result information extracted by the determination result extraction means, and advice information for the user; and a step of an advice provision means for providing the user with the extracted advice information. An advice provision method including these steps.

13. A step of a diagnosis information acquisition means for acquiring diagnosis information by a doctor regarding a user, in which diagnosis item identification information for identifying a diagnosis item and diagnosis content information representing a diagnosis content are associated; a step of an examination information acquisition means for acquiring examination information regarding the user, in which examination item identification information for identifying an examination item and examination result information representing an examination result are associated; a step of a second determination TB correction means for correcting a range of the examination result information in a determination information storage means that stores, in association, a combination of the range of the examination item identification information and the examination result information and a combination of determination item identification information for identifying a determination item and determination result information representing a determination result, based on an operation by a doctor who refers to the diagnosis information acquired by the diagnosis information acquisition means; a step of a determination result extraction means for extracting a corresponding combination of the determination item identification information and the determination result information by comparing a combination of the examination item identification information and the examination result information acquired by the examination information acquisition means with the determination information storage means corrected by the second determination TB correction means; a step of an advice extraction means for extracting corresponding advice information by comparing a combination of the diagnosis item identification information and the diagnosis content information acquired by the diagnosis information acquisition means and the combination of the determination item identification information and the determination result information extracted by the determination result extraction means with an advice information storage means that stores, in association, the combination of the diagnosis item identification information and the diagnosis content information, the combination of the determination item identification information and the determination result information, and advice information for the user; and a step of an advice providing means for providing the extracted advice information to the user.

14. A step in which the habit / environment response acquisition means presents questions regarding living habits and living environment to a user terminal operated by the user, and acquires response information in which question identification information for identifying the questions and response content information representing the response content are associated; A step in which the RISK factor information acquisition means acquires RISK factor information regarding the user, in which RISK factor item identification information for identifying RISK factor items and RISK factor content information representing the RISK factor content are associated, including: In the advice information storage means, a combination of the diagnosis item identification information and the diagnosis content information, the determination item identification information and the determination result information, the question identification information and the response content information, the RISK factor item identification information and the RISK factor content information, and advice information for the user are stored in association; The advice extraction means compares a combination of the diagnosis item identification information and the diagnosis content information acquired by the diagnosis information acquisition means, the determination item identification information and the determination result information extracted by the determination result extraction means, the question identification information and the response content information acquired by the habit / environment response acquisition means, and the RISK factor item identification information and the RISK factor content information acquired by the RISK factor information acquisition means with the advice information storage means, and extracts the corresponding advice information. The advice providing method according to claim 12, characterized by the above.

15. A step in which the habit / environment response acquisition means presents questions regarding living habits and living environment to a user terminal operated by the user, and acquires response information in which question identification information for identifying the questions is associated with response content information representing the response content; and a step in which the RISK factor information acquisition means acquires RISK factor information regarding the user, in which RISK factor item identification information for identifying RISK factor items is associated with RISK factor content information representing the RISK factor content. The advice information storage means stores in association the combination of the diagnosis item identification information and the diagnosis content information, the determination item identification information and the determination result information, the question identification information and the response content information, and the RISK factor item identification information and the RISK factor content information, and the advice information for the user. The advice extraction means compares the combination of the diagnosis item identification information and the diagnosis content information acquired by the diagnosis information acquisition means, the determination item identification information and the determination result information extracted by the determination result extraction means, the question identification information and the response content information acquired by the habit / environment response acquisition means, and the RISK factor item identification information and the RISK factor content information acquired by the RISK factor information acquisition means, with the advice information storage means, and extracts the corresponding advice information. The advice providing method according to claim 13, characterized in that.

16. The second determination TB correction means includes a step of correcting the range of the inspection result information based on an operation by a doctor who refers to the diagnosis information acquired by the diagnosis information acquisition means. The determination result extraction means compares the combination of the inspection item identification information and the inspection result information acquired by the inspection information acquisition means with the determination information storage means corrected by the first determination TB correction means and the second determination TB correction means, and extracts the corresponding combination of the determination item identification information and the determination result information. The advice providing method according to claim 12 or 14, characterized in that.

17. The diagnosis information acquisition means acquires the diagnosis information from the corresponding medical institution or health insurance association for each piece of the diagnosis item identification information, based on a user information storage means that stores, in association with each other, user identification information and personal identification information in a medical institution or health insurance association regarding the user, and a diagnosis information source storage means that stores, in association with each other, the diagnosis item identification information and the medical institution or health insurance association associated with the diagnosis item identification information; and the inspection information acquisition means acquires the inspection information from the corresponding medical institution or health insurance association for each piece of the inspection item identification information, based on the user information storage means and an inspection information source storage means that stores, in association with each other, the inspection item identification information and the medical institution or health insurance association associated with the inspection item identification information. The advice providing method according to any one of claims 12 to 15, characterized by the above.

18. The risk factor information acquisition means acquires the risk factor information from the corresponding predetermined organization for each piece of the risk factor item identification information, based on a risk factor information source storage means that stores, in association with each other, the user information storage means, the risk factor item identification information, and a predetermined organization including the medical institution or health insurance association associated with the risk factor item identification information. The advice providing method according to claim 17, characterized by the above.

19. An advice providing program for causing a computer to execute the method according to any one of claims 10 to 18.

Citation Information

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