JP2004185330A - Medical information service provision system, medical information provision device, medical information service provision method and medical information service provision program - Google Patents

Abstract

<P>PROBLEM TO BE SOLVED: To provide a system, a device, a method and a program, providing highly reliabile medical information on the basis of scientific ground. <P>SOLUTION: This system includes the medical information provision device 1, while the medical information provision device 1 has a user terminal interface 20, a knowledge database 18 storing knowledge about medical treatment, and a medical information generation part 19 referring to the knowledge database according to present state information and personal information from the user terminal 2 and generating the medical information. The knowledge database stores systematized medical information data and estimation data showing the scientific ground in a form of reliability interval expression expressing an interval of an element and a degree wherein the element belongs to the interval, and also stores a relevance degree between the medical information data in the form of the reliability interval expression. <P>COPYRIGHT: (C)2004,JPO&NCIPI

Description

[0001]
TECHNICAL FIELD OF THE INVENTION
The present invention relates to a medical information service providing system, a medical information providing apparatus, a medical information service providing method, and a medical information service providing program for providing a user with medical information such as information on alternative complementary medicine and modern medical medical information.
[0002]
[Prior art]
2. Description of the Related Art In recent years, the spread of the Internet has made it possible for not only professionals engaged in medical care but also the general public to browse medical information on medical care on the Web all over the world. It is anticipated that medical information obtained via these Internets will include many important information that can be used for actual medical treatment. However, information that can be obtained on the Internet is a mixture of cobblestones, and extracting reliable and effective medical information therefrom is not easy for not only ordinary people but also experts.
[0003]
With regard to modern medical information, it has been practiced in some cases to introduce medical evidence-based medicine (EBM) to impart objective reliability to medical information, but it is still insufficient. Information that is not widely available and that is available on the Internet may be more likely to be without evidence. Here, modern medical treatment is typically modern western medical treatment.
[0004]
Furthermore, the field of so-called “alternative complementary medicine” or “complementary alternative medicine” is even characterized by being scientifically unverified. Here, the alternative complementary medicine includes, for example, Chinese medicine, Indian medicine, medicinal foods / health foods, diet, spa treatment, electromagnetic treatment, and the like, but is not limited to these examples.
[0005]
Alternative complementary medicine is considered to have, for example, the following features.
(1) Alternative medicine has been empirically found to be effective.
(2) Alternative medicine is natural and can normalize human homeostasis.
(3) Alternative medicine is gentle and gentle on people.
(4) Alternative complementary medicine enhances the quality of life of the elderly.
(5) Alternative complementary medicine can be a breakthrough in preventive medicine and medical cost savings.
[0006]
Therefore, such alternative complementary medicine is strongly desired and popular.
[0007]
In recent years, so-called genome information has been released and can be browsed on the Internet. Research on genomic information existing in networks and the relationship between genomes and human bodies and diseases has also begun.
[0008]
Furthermore, as a social background surrounding medical care,
・ Rapid interest in alternative complementary medicine and integrated medicine
・ Knowledge of alternative complementary medicine is not systematized
・ Some products for prescription depend on know-how of specific individuals in a narrow field (data volume and support are poor), so the general public does not know what to use and how to use it
Such a situation has occurred.
[0009]
[Problems to be solved by the invention]
The present invention relates to medical information on the Internet, such as modern medical information, alternative complementary medical information, and genomic information, which is a personal information (age, gender, height, weight, or history, etc.) of an individual, In addition, attention is paid to the fact that it is useful to create diagnostic information and prescription information for the individual by combining it with the current state information (body temperature, pain in the affected area, meal content, etc.).
[0010]
However, the following problems can be pointed out with respect to medical information that can be obtained on the Internet, particularly, alternative complementary medical information.
[0011]
First, it is difficult to provide information with objective grounds and obtain objective reliability. In most cases, the criteria for evaluating information are not standardized, and experts arbitrarily interpret the basis and reliability of information. As such, there is no opportunity for information to be properly valued and a lack of a scientific approach and reasoning thinking about the basis and reliability of the information.
[0012]
Second, it is difficult to confirm such medical information by medical evidence-based medicine (EBM). Specifically, it is difficult to apply a randomized controlled trial (RCT) to such medical information. The information is so scattered that there is an insufficient number of cases for randomized controlled trials. However, it is believed that the total number of cases itself should be sufficient and not merely systematically organized by a single architecture.
[0013]
Third, it is difficult to integrate information beyond the paradigm of a wide variety of medicines (particularly, alternative medicine). This is because each paradigm has a different background and the knowledge for systematization is not clear.
[0014]
However, if various kinds of medical information scattered on the Internet can be systematically organized and the scientific basis of each medical information can be supported, highly reliable diagnostic information and prescription information can be created.
[0015]
Therefore, an object of the present invention is to provide a system, an apparatus, a method, and a program for providing highly reliable medical information based on scientific evidence.
[0016]
[Means for Solving the Problems]
To this end, the present invention employs a scientific approach to creating diagnostic information, creating prescription information, and justifying the information. It also builds accredited and standardized knowledge from scattered information and clarifies the basis for knowledge.
[0017]
By adopting the conventional subjective evidence-based approach and such a scientific evidence-based approach (EBA), new effective medical solutions are discovered.
[0018]
According to the first aspect of the present invention, a user terminal interface connected to a user terminal via a network, receiving a request from the user terminal, and transmitting medical information to the user terminal, A knowledge database with accumulated knowledge,
A medical information service providing system is provided that includes a medical information generating unit that creates medical information with reference to the knowledge database in response to a request from the user terminal and provides the medical information to the user terminal.
[0019]
In this medical information service providing system, the knowledge database includes medical information data in which information on medical care collected through a network is systematized, and evaluation data indicating a scientific basis for the medical information data. It is configured to accumulate in the form of a certainty section expression indicating the section and the degree to which the data element belongs to the section. Thereby, the systemized medical information data is expressed by a confidence interval (reliability interval) indicating the section of the data element and the degree to which the data element belongs to this section. And data expansion can be easily performed. The evaluation data is data indicating the scientific basis of the medical information data, and is expressed in the form of a certainty interval like the medical information data. In this way, medical information data and its evaluation data are accumulated in the knowledge database in the form of a certainty interval expression. Such a data structure is suitable for accumulating knowledge scattered on the Internet while associating it with scientific evidence, and constructing a knowledge database.
[0020]
Further, the knowledge database is configured to further accumulate another medical information data associated with at least a part of the medical information data and a degree of association between the medical information data in the form of a certainty interval expression. . Thereby, one medical information data can be associated with another medical information data, so that the medical information is organized and systematized. Further, since the degree of association between medical information data is also expressed in the form of a certainty section, it is suitable for data self-organization and expansion.
[0021]
The user terminal interface is configured to transmit the personal information and the current status information of the user received as the request from the user terminal to the medical information generation unit in the form of a certainty factor expression. By expressing information from the user terminal interface in the form of a certainty section, which is a data structure of the knowledge database, it is possible to efficiently perform the subsequent knowledge database search processing in the medical information generation unit.
[0022]
The medical information generation unit is configured to generate diagnosis information and prescription information for a user as the medical information by utilizing the knowledge database based on the personal information and the current state information. This makes it possible to create diagnostic information and prescription information for each user based on medical information data for which the scientific basis is supported.
[0023]
The knowledge database is configured such that at least a part of the data is indexed, the indexed data is provided with at least one hierarchy, and each hierarchy includes at least one-dimensional confidence interval expression. You. As a result, the knowledge database has a multidimensional multilevel structure in which the confidence interval expression is used as a minimum unit. Such a database structure is suitable for bringing together a wide variety of knowledge across paradigm walls with different backgrounds.
[0024]
Such a knowledge database according to the present invention,
-Accumulate and systematize scattered information as standardized knowledge.
• Assess and assure the reliability of acquired knowledge by linking evidence (eg, papers).
• Use guaranteed knowledge in practice.
・ Analyze accumulated knowledge to discover and build new knowledge.
It is effective and efficient in such cases.
[0025]
Further, the medical information service providing system according to the present invention further includes a human body knowledge database based on genome information in which genome information scattered on a network and information on a human body are integrated. Then, the medical information generation unit, based on the personal information and the current status information from the user terminal interface, utilizes a human body knowledge database based on the genomic information, and performs diagnosis information and prescription information based on the genomic information. A diagnostic processing unit for generating, a personal medical information generating unit for generating the medical information for each user by combining the diagnostic information and prescription information for the user, the diagnostic information and the prescription information based on the genomic information, Including.
[0026]
By combining diagnostic information and prescription information generated based on gene genome information with diagnostic information and prescription information generated based on medical information, for example, in the form of a sum or a difference, it is more suitable for each individual user. The obtained diagnostic information and prescription information can be obtained.
[0027]
According to a second aspect of the present invention, a knowledge database storing medical-related knowledge,
A medical diagnostic apparatus is provided that has a medical information generating unit that inputs personal information and current state information of a user and creates medical information by referring to the knowledge database.
[0028]
In this medical diagnostic apparatus, the knowledge database includes medical information data in which information related to medical care collected via a network is systematized, and evaluation data indicating a scientific basis for the medical information data, and a section of the data element. It is configured to accumulate in the form of a certainty section expression indicating the degree to which the data element belongs to the section.
[0029]
Further, the knowledge database is configured to further accumulate another medical information data associated with at least a part of the medical information data and a degree of association between the medical information data in the form of a certainty interval expression. .
[0030]
The medical information generation unit generates diagnosis information and prescription information for a user as the medical information by utilizing the knowledge database based on the personal information and the current status information converted into the form of the certainty section expression. It is configured to
[0031]
The medical information service providing method provided by the third aspect of the present invention comprises:
Collects information on medical treatment through a network, organizes the collected information, and converts the structured medical information data and the evaluation data indicating the scientific basis associated with the medical information data into data element intervals. Is stored in the form of a certainty interval expression representing the degree of the element of the data belonging to the section and the other medical information data associated with at least some of the medical information data, and the degree of association between the medical information data. , A procedure to build a knowledge database that further accumulates in the form of confidence interval representations,
A step of receiving the user's personal information and current state information from the user terminal via the network, and converting the received personal information and current state information into a form of confidence interval expression;
A procedure for generating diagnosis information and prescription information for a user by utilizing the knowledge database based on the personal information and the current status information expressed in the certainty section;
Having.
[0032]
The procedure of constructing the knowledge database further constructs a human body knowledge database based on genomic information in which genomic information scattered on a network and information on the human body are integrated.
[0033]
The procedure for generating the diagnostic information and the prescription information includes, based on the personal information and the current state information, utilizing a human body knowledge database based on the genomic information to generate diagnostic information and prescription information based on the genomic information. A procedure of combining the diagnostic information and prescription information for the user with the diagnostic information and prescription information based on the genomic information to generate medical information for each individual user.
[0034]
According to a fourth aspect of the present invention, there is provided a medical information service providing program for causing a computer to implement the medical information service providing method according to the present invention. This medical information service providing program, the computer,
Collects information on medical treatment through a network, organizes the collected information, and converts the structured medical information data and the evaluation data indicating the scientific basis associated with the medical information data into data element intervals. Accumulated in the form of a certainty section expression representing the degree to which the element of data belongs to the section and the data of another medical information associated with at least some medical information data, and the degree of association between the data, A function to build a knowledge database that further accumulates in the form of confidence interval expressions,
A function of converting the user's personal information and current status information into the form of a certainty section expression;
A function of generating diagnosis information and prescription information for a user by utilizing the knowledge database based on the personal information and the current state information expressed in the certainty section;
To realize.
[0035]
BEST MODE FOR CARRYING OUT THE INVENTION
Hereinafter, embodiments of the present invention will be described with reference to the accompanying drawings. Note that the present invention is not limited to the embodiment.
[0036]
FIG. 1 is a configuration diagram of a medical information service system according to a first embodiment of the present invention. The medical information providing apparatus 1 can be connected to a large number of user terminals 2 via a network (not shown) such as the Internet (for convenience of explanation, one user terminal 2 is hereinafter referred to as a medical information terminal). Is connected.). The medical information providing apparatus 1 includes a knowledge database 18 in which information on modern medical care and information on alternative complementary medicine are accumulated in the form of multi-level, multi-dimensional certainty section data. The medical information providing apparatus 1 is connected to the user terminal 2 via the Internet, for example, causes the user terminal 2 having a browser function to present information, or receives information given from the user terminal 2 A user terminal interface 20 is provided. In addition, the medical information providing device 1 transmits, from the user terminal 2 via the user terminal interface 20, personal information such as the user's age, gender, and past history, and current status information such as cough, fever, and nausea. The medical information generation unit 19 that obtains and utilizes the knowledge database 18 to generate diagnostic information and prescription information according to these personal information and current state information, and provides the diagnostic information and prescription information to the user terminal 2 via the user terminal interface 20. including. Here, the diagnosis information and the prescription information represent, for example, in modern medical care, a disease name such as “acute upper respiratory inflammation” and a treatment such as “after each meal, take B mg of the A medicine”. In addition, for example, in Oriental medicine, which is one of the alternative complementary medicines, diagnostic information corresponds to "testimony" such as "kakkonto" and prescription information corresponds to treatment such as "take kakkonto" .
[0037]
The medical information providing device 1 is a data mining unit that collects, extracts, and organizes medical information from various information sources such as a medical site 31, a dissertation database 32, a medical information database 33, and a medical information database 34 via a network. 11 is included. The data mining unit 11 executes the data mining process by using the extraction / arrangement rules 12 in which the paradigm of thinking and organization of knowledge is preset for each field such as modern medicine, Oriental medicine, Indian medicine, acupuncture and spa treatment. I do. In the data mining department, for example, when collecting information on the name of the disease "acute upper respiratory inflammation" in modern medicine, the "definition", "diagnosis criteria", "symptoms", "test findings", "treatment", etc. of this disease The information corresponding to the index is collected. Indexes such as "diagnostic criteria" are further subdivided into indexes such as "symptoms" and "lab findings." Further, an index such as “test findings” is further subdivided into indexes such as “medical history”, “blood”, and “urine”. The “treatment” index is also subdivided into “drugs,” “surgeries,” “herbs,” etc. As another example, in the case of collecting medical information relating to the “testimony” of “Kakkonto” of Oriental medicine, information relating to the indexes of “truth”, “yin-yang”, and “spirited water” is collected.
[0038]
Further, according to the first embodiment of the present invention, information on the scientific basis of the collected information is also collected. More specifically, when information is collected from a paper, the likelihood of the scientific basis of the collected information can be evaluated based on the objective evaluation of the paper. For papers, the impact factor of the paper publication journal or the cited index of the paper itself can be used as an indicator of scientific basis. Such evidence-based indicators are associated with the collected medical information data. Further, data such as the parameter of the number of cases can also be associated as an index of the scientific basis of the medical information data. FIG. 2 is an explanatory diagram of data indicating the scientific basis according to the first embodiment of the present invention.
[0039]
The medical information providing apparatus 1 includes a normalization unit 13 that normalizes the data collected by the data mining unit 11 using the normalization knowledge 14. The normalized data is stored in the text knowledge database 15 in a text expression format. The text knowledge database 15 is organized according to the extraction / arrangement rules 12.
[0040]
The medical information providing apparatus 1 further includes a certainty section data providing unit 16 that adds certainty section data to text data stored in the text knowledge database 15. The certainty section expression is a format that indicates the section of the data element and the degree to which the data element belongs to the section. FIG. 3 is an explanatory diagram of an example of certainty section data. As shown in the figure, certain data is expressed by assigning to each value of the section of the data element (the value does not have to be a numerical value) the degree to which the element takes that value. I have. The certainty section data rule 17 is a rule for converting certain data into certainty section data. For example, the data of "having heat" can be expressed as a certainty degree section by allocating a degree corresponding to the content of "having heat" to each body temperature in the section from 36 ° C to 40 ° C. For example, in the case of a trapezoidal shape as shown in FIG. 3, the certainty interval can be represented by a center value, a length of a base, and a length of an upper side. FIG. 3 shows a trapezoidal data expression as the confidence interval data, but the confidence interval data expression may be in any other format, and the degree is expressed as a function of the value of the element interval. May be.
[0041]
The knowledge database 18 constructed in this manner has a multi-layer, multi-dimensional data structure in which indexes are hierarchized and a plurality of indices at the same level can exist. FIG. 4 is an explanatory diagram of such a multi-layer multi-dimensional knowledge database according to the first embodiment of the present invention.
[0042]
Below the large index of Oriental medicine, medium indexes such as “test” and “symptoms and laboratory findings” follow, and under “test”, “truth”, “yin-yang”, and “spirit ”And other testimonial indexes follow.
[0043]
Specific data of each index is composed of a text expression and a certainty factor interval expression as described above. Incorporating a confidence interval expression facilitates self-organization and expansion of the database. The certainty section expression can be replaced with, for example, a fuzzy data expression.
[0044]
Further, the knowledge database 18 can link data to each other. For example, “Acute upper respiratory inflammation” in Western medicine is linked to the middle index under the large index “Western medicine”, while “Acute upper respiratory inflammation” is “Koryu-to” of “Toyo medicine”. "Western medicine" is also linked. Then, the degree of the link is also represented using the certainty section expression.
[0045]
The user information provided from the user terminal 2 to the medical information generation unit 19 of the medical information providing device 1 includes the personal information and the current status information as described above. The personal information and the current status information are provided with corresponding certainty section data in the medical information generation unit 19 with reference to the certainty section data rule 17. As shown in FIG. 5, the medical information generation unit 19 efficiently searches the knowledge database 18 by assigning certainty section data to the user information, and obtains diagnosis information and prescription information for the user information. Can be provided.
[0046]
The diagnosis information and the prescription information created by the medical information generation unit 19 can be ranked and presented to the user terminal 2 based on some criteria, for example. The user can select information suitable for himself from the list of diagnostic information and prescription information presented on the user terminal 2.
[0047]
FIG. 6 is an explanatory diagram of a part of the knowledge database constructed according to the first embodiment of the present invention regarding “Kakkonto” of one of the “tests” in “Toyo medicine”. Each element is also added with certainty section data (not shown).
[0048]
FIG. 7 is a flowchart illustrating a medical information service process according to the first embodiment of the present invention. According to the present embodiment, the medical information providing apparatus collects information on alternative complementary medicine via a network, organizes the collected information (step 1), normalizes the information (step 2), and organizes the information. The alternative complementary medical information data and the evaluation data indicating the scientific basis associated with the alternative complementary medical information data are converted into a confidence interval expression that indicates the interval of the data element and the degree to which the data element belongs to the interval. It is stored in the form (step 3). The modern medical medical information data associated with at least a part of the alternative complementary medical information data and the degree of association between the medical information data are further accumulated in the form of a certainty interval expression.
[0049]
In step 4, the medical information providing device receives the user's personal information and current status information from the user terminal via the network, and converts the received personal information and current status information into a form of certainty section expression. Next, in step 5, the medical information providing device generates diagnosis information and prescription information for the user by utilizing the knowledge database based on the personal information and the current status information expressed in the certainty section.
[0050]
FIG. 8 is a configuration diagram of a medical information service system according to the second embodiment of the present invention. The medical information service system according to the present embodiment provides individual diagnosis information and prescription information for each user by combining diagnosis information based on clinical information and diagnosis information based on genome information. Therefore, the medical information service system according to the present embodiment includes a clinical-based medical information providing apparatus 1 described with reference to FIG. 1, a medical information providing apparatus 4 based on genomic information, and a clinical diagnosis / genome information diagnosis synthesizing unit 5. And
[0051]
The medical information providing device is based on a clinical knowledge database, and based on the user's personal information and current status information, diagnosis information such as disease names, and prescription information such as treatment methods, prevention methods, drugs, diet, supplements, and exercises. Is supplied to the clinical diagnosis / genome information diagnosis / synthesis unit 5 together with the priority given in consideration of the influence such as side effects.
[0052]
The medical information providing device 4 based on genome information receives the user's personal information and current status information from the user terminal 2 and utilizes the human body knowledge database 44 based on genome information to provide individual diagnostic information and prescription to the user. A diagnostic processing unit 45 based on genomic information for generating information is included. The diagnosis processing unit 45 based on the genome information, based on the genome information, the user's personal information and the current status information, diagnoses information such as a disease name and treats, prevents, cures, medicines, diet, supplements, exercises, etc. The prescription information is supplied to the clinical diagnosis / genome information diagnosis / synthesis unit 5 together with, for example, the priority given in consideration of the influence such as side effects.
[0053]
The clinical diagnosis / genome information diagnosis synthesis unit 5 compares, for example, the information based on the clinical diagnosis and the information based on the genomic information diagnosis, and finds that they completely match, partially match, and basic parts match. To determine whether they match or not. If they completely match, the result is returned to the user terminal as it is. If the parts match or the basic parts match, leave the choice to the user, or give the user the sum and difference of both pieces of diagnostic information and the possible optimal value. Or to provide.
[0054]
The human body knowledge database 44 based on the genomic information can be constructed by various methods. In this example, the genome level data mining unit 42 extracts genomic information from a database such as a DNA sequence DB 61 and an information transmission DB 62 on the Internet. Collect and construct the genome knowledge database 42. Next, the human body level data mining unit 43 collects information for associating genomic information and human body information from the human body knowledge DB 63 and the in-vivo information DB 64 on the Internet based on the genome knowledge database 42, and outputs the human body knowledge based on the genome information. Build the database 44. Alternatively, a knowledge database on cells or a knowledge database on organs may be interposed between the genome knowledge database 42 and the human body knowledge database 44 based on genome information.
[0055]
As described above, according to the second embodiment of the present invention, since the diagnostic information based on the clinical information and the diagnostic information based on the genomic information can be synthesized, the diagnostic information and the prescription information more suitable for a specific user. Can be generated.
[0056]
FIG. 9 is a configuration diagram of a medical service system according to the third embodiment of the present invention. In the medical service system according to the present embodiment, the user 200 acquires medical information and prescription information from the medical information provider 100, and purchases a product suitable for the prescription information from a mail order company. The information provided from the medical information provider 100 to the user 200 includes a diagnosis result, a treatment method, a prevention method, a substance used for treatment and prevention, and the like. Here, the medical information provider 100 is an operator of the medical information providing apparatus 1 described above, and a user represents a person who operates the user terminal 2 and receives medical information. Products suitable for the prescription information include, for example, medicines, meals, supplements (health foods), exercise equipment for exercise, machines for various treatments, and the like.
[0057]
In this medical information service system, the user 200 first notifies the medical information provider 200 of (1) personal information and current status information. Next, the medical information provider 100 creates diagnostic information and prescription information for the user, and (2) notifies the user. The user refers to the diagnosis information and the prescription information to determine a prescription suitable for the user, and (3) orders a product for realizing the prescription from the medical information provider 100. The medical information provider 100 that has received the order specifies (4) the item / quantity of the product and the delivery company 400 to the product mail order company 300, and at the same time, (5) the delivery destination of the product to the delivery company 400. , The user 200 of the delivery destination, and the method of collecting the delivery fee. When the product is ready, the delivery company 400 (6) picks up the product from the product mail order company and (7) delivers the product to the user 200. The user 200 receiving the product pays the price including the product fee and the transportation cost to the carrier 400 (8). The medical information provider 100 collects (9) the price of the product obtained by subtracting the transportation cost from the carrier 400, and (10) the remaining amount obtained by subtracting the commission of the medical information provider 100 as the product price. Pay to. By constructing such a model, it is possible to realize a medical service system in which provision of medical information and sales of medical-related products are linked.
[0058]
According to such a medical service system according to the third embodiment of the present invention,
・ It is possible to automatically present a scientific diagnosis summary based on medical evidence-based medical treatment and individual and integrated prescriptions in response to personal conditions,
・ It is possible to mail-order products (food, goods, utensils) directly linked to prescriptions,
・ History can be saved by anonymous medical records,
・ It is possible to post the ranking of popular products and provide trend information.
[0059]
The medical information service providing method according to the embodiment of the present invention can be constructed by software (program), and the medical information service providing system according to the embodiment of the present invention is executed by executing this program by the CPU of the computer. Can be realized. The constructed program is recorded on a disk device or the like and installed on a computer as necessary, and stored on a portable recording medium such as a flexible disk, a memory card or a CD-ROM and installed on the computer as necessary. Alternatively, the program is installed in a computer via a communication line or the like, and is executed by a CPU of the computer.
[0060]
The representative embodiments of the present invention have been described above. However, the present invention is not limited to the above embodiments, and various modifications and applications are possible within the scope of the claims.
[0061]
【The invention's effect】
The present invention has the following effects.
・ It is possible to collect scattered medical information.
-The collected medical information can be accumulated and systematized as standardized knowledge, especially using expressions suitable for medical information with poor scientific support.
-The reliability of acquired knowledge can be evaluated and assured by linking evidence (papers).
・ The guaranteed knowledge can be actually used.
・ Analyze accumulated knowledge and discover / construct new knowledge.
[Brief description of the drawings]
FIG. 1 is a configuration diagram of a medical information service system according to a first embodiment of the present invention.
FIG. 2 is an explanatory diagram of data indicating a scientific basis according to the first embodiment of the present invention.
FIG. 3 is an explanatory diagram of an example of certainty section data;
FIG. 4 is an explanatory diagram of a multi-layer, multi-dimensional knowledge database according to the first embodiment of the present invention.
FIG. 5 is an explanatory diagram of user information according to the first embodiment of the present invention.
FIG. 6 is an explanatory diagram of a part of a knowledge database constructed according to the first embodiment of the present invention.
FIG. 7 is a flowchart illustrating a medical information service process according to the first embodiment of the present invention.
FIG. 8 is a configuration diagram of a medical information service system according to a second embodiment of the present invention.
FIG. 9 is a configuration diagram of a medical service system according to a third embodiment of the present invention.
[Explanation of symbols]
1 Medical information providing device
2 User terminal
11 Data Mining Department
12 Extraction and arrangement rules database
13 Normalization part
14 Normalized Knowledge Database
15 Text Knowledge Database
16 Confidence section giving unit
17 Confidence interval data rule database
18 Knowledge Database
19 Medical information generation unit
20 User terminal interface
31 Medical Sites
32 Article Database
33 Medical Information Database
34 Medical Information Database

Claims (20)

A user terminal interface connected to the user terminal via a network, receiving a request from the user terminal, and transmitting medical information to the user terminal;
A knowledge database that stores medical knowledge,
In response to a request from the user terminal, a medical information generation unit that creates medical information by referring to the knowledge database and provides the medical information to the user terminal,
A medical information service providing system having
The knowledge database includes medical information data in which information on medical care collected through a network is systematized, and evaluation data indicating a scientific basis for the medical information data. Is configured to accumulate in the form of a confidence interval expression representing the degree belonging to
The knowledge database is configured to further accumulate another medical information data associated with at least a part of the medical information data, and a degree of association between the medical information data in the form of a certainty interval expression,
The user terminal interface is configured to transmit the personal information and the current status information of the user received as the request from the user terminal to the medical information generation unit in the form of a certainty section expression,
The medical information generation unit is configured to generate diagnosis information and prescription information for a user as the medical information by utilizing the knowledge database based on the personal information and the current status information.
Medical information service providing system. In the knowledge database, at least a part of the data is indexed, the indexed data is provided with at least one hierarchy, and each hierarchy includes at least one dimension or more confidence interval expression. The medical information service providing system according to claim 1, wherein the system is configured as follows. Further comprising a human body knowledge database based on genome information in which genome information and information on the human body scattered in the network are integrated,
The medical information generation unit,
Based on the personal information and the current status information from the user terminal interface, utilizing a human body knowledge database based on the genome information, a diagnostic processing unit that generates diagnostic information and prescription information based on the genome information,
A diagnostic information and prescription information for the user, and a personal medical information generation unit that combines the diagnostic information and the prescription information based on the genomic information to generate the medical information for each user;
including,
The medical information service providing system according to claim 1. A knowledge database that stores medical knowledge,
A medical information generation unit that inputs user's personal information and current status information and creates medical information by referring to the knowledge database;
A medical diagnostic apparatus having
The knowledge database includes medical information data in which information on medical care collected through a network is systematized, and evaluation data indicating a scientific basis for the medical information data. Is configured to accumulate in the form of a confidence interval expression representing the degree belonging to
The knowledge database is configured to further accumulate another medical information data associated with at least a part of the medical information data, and a degree of association between the medical information data in the form of a certainty interval expression,
The medical information generation unit generates diagnosis information and prescription information for a user as the medical information by utilizing the knowledge database based on the personal information and the current status information converted into the form of the certainty section expression. Are configured to
Medical information providing device. In the knowledge database, at least a part of the data is indexed, the indexed data is provided with at least one hierarchy, and each hierarchy includes at least one dimension or more confidence interval expression. The medical information providing device according to claim 4, wherein the medical information providing device is configured as follows. Further comprising a human body knowledge database based on genome information in which genome information and information on the human body scattered in the network are integrated,
The medical information generation unit,
Based on the personal information and the current status information from the user terminal interface, utilizing a human body knowledge database based on the genome information, a diagnostic processing unit that generates diagnostic information and prescription information based on the genome information,
A diagnostic information and prescription information for the user, and a personal medical information generation unit that combines the diagnostic information and the prescription information based on the genomic information to generate the medical information for each user;
including,
The medical information providing device according to claim 4. Collects information on medical treatment through a network, organizes the collected information, and converts the structured medical information data and the evaluation data indicating the scientific basis associated with the medical information data into data element intervals. Is stored in the form of a certainty interval expression representing the degree of the element of the data belonging to the section and the other medical information data associated with at least some of the medical information data, and the degree of association between the medical information data. , A procedure to build a knowledge database that further accumulates in the form of confidence interval representations,
A step of receiving the user's personal information and current state information from the user terminal via the network, and converting the received personal information and current state information into a form of confidence interval expression;
A procedure for generating diagnosis information and prescription information for a user by utilizing the knowledge database based on the personal information and the current status information expressed in the certainty section;
A medical information service providing method comprising: The procedure for constructing the knowledge database further constructs a human body knowledge database based on genomic information in which genomic information scattered on the network and information on the human body are integrated,
The procedure for generating the diagnostic information and prescription information is as follows:
Based on the personal information and the current status information, utilizing a human body knowledge database based on the genome information, a procedure for generating diagnostic information and prescription information based on the genome information,
A procedure for combining the diagnostic information and prescription information for the user with the diagnostic information and prescription information based on the genomic information, and generating medical information for each user;
including,
The medical information service providing method according to claim 7. Collects information on medical treatment through a network, organizes the collected information, and converts the structured medical information data and the evaluation data indicating the scientific basis associated with the medical information data into data element intervals. Accumulated in the form of a certainty section expression representing the degree to which the element of data belongs to the section and the data of another medical information associated with at least some medical information data, and the degree of association between the data, A function to build a knowledge database that further accumulates in the form of confidence interval expressions,
A function of converting the user's personal information and current status information into the form of a certainty section expression;
A function of generating diagnosis information and prescription information for a user by utilizing the knowledge database based on the personal information and the current state information expressed in the certainty section;
A medical information service providing program that makes computers realize. Generates diagnosis information and prescription information based on genome information using a human body knowledge database based on genomic information in which genomic information scattered on a network and information on the human body are integrated based on the personal information and the current status information. Function and
A function of combining the diagnostic information and prescription information for the user with the diagnostic information and prescription information based on the genome information, and generating medical information for each user;
The medical information service providing program according to claim 9, further causing the computer to implement: A user terminal interface connected to the user terminal via a network, receiving a request from the user terminal, and transmitting medical information to the user terminal;
A knowledge database that stores medical knowledge,
In response to a request from the user terminal, a medical information generation unit that creates medical information by referring to the knowledge database and provides the medical information to the user terminal,
A medical information service providing system having
The above-mentioned knowledge database stores data on alternative complementary medical information systematized with information on alternative complementary medical information collected via a network, and evaluation data indicating the scientific basis for alternative complementary medical information. And the degree of the element of the data belonging to the section is stored in the form of a certainty section expression, and the knowledge database stores at least a part of the modern medical information associated with the data of the alternative complementary medical information. Data and the degree of association between the data are further accumulated in the form of a confidence interval expression,
The user terminal interface is configured to transmit the personal information and the current status information of the user received as the request from the user terminal to the medical information generation unit in the form of a certainty section expression,
The medical information generation unit is configured to generate diagnosis information and prescription information for a user using alternative complementary medicine as the medical information by utilizing the knowledge database based on the personal information and the current state information. Yes,
Medical information service providing system. In the knowledge database, at least a part of the data is indexed, the indexed data is provided with at least one hierarchy, and each hierarchy includes at least one dimension or more confidence interval expression. The medical information service providing system according to claim 11, wherein the system is configured as follows. Further comprising a human body knowledge database based on genome information in which genome information and information on the human body scattered in the network are integrated,
The medical information generation unit,
Based on the personal information and the current status information from the user terminal interface, utilizing a human body knowledge database based on the genome information, a diagnostic processing unit that generates diagnostic information and prescription information based on the genome information,
Diagnostic information and prescription information for the user by the alternative complementary medicine, and a combination of diagnostic information and prescription information based on the genomic information, a personal medical information generation unit that generates the medical information for each user,
including,
The medical information service providing system according to claim 11. A knowledge database that stores medical knowledge,
A medical information generation unit that inputs user's personal information and current status information and creates medical information by referring to the knowledge database;
A medical diagnostic apparatus having
The above-mentioned knowledge database stores data on alternative complementary medical information systematized with information on alternative complementary medical information collected via a network, and evaluation data indicating the scientific basis for alternative complementary medical information. And the degree of the element of the data belonging to the section is configured to be accumulated in the form of a certainty section expression.
The knowledge database is configured to further accumulate the data of the modern medical information associated with the data of at least some of the alternative complementary medical information, and the degree of association between the data in the form of a confidence interval expression,
The medical information generating unit utilizes the knowledge database based on the personal information and the current status information converted into the form of the certainty factor expression, and uses the knowledge database to convert diagnosis information and prescription information for a user by alternative complementary medicine. Configured to generate medical information,
Medical information providing device. In the knowledge database, at least a part of the data is indexed, the indexed data is provided with at least one hierarchy, and each hierarchy includes at least one dimension or more confidence interval expression. The medical information providing device according to claim 14, wherein the medical information providing device is configured to: Further comprising a human body knowledge database based on genome information in which genome information and information on the human body scattered in the network are integrated,
The medical information generation unit,
Based on the personal information and the current status information from the user terminal interface, utilizing a human body knowledge database based on the genome information, a diagnostic processing unit that generates diagnostic information and prescription information based on the genome information,
Diagnostic information and prescription information for the user by the alternative complementary medicine, and a combination of diagnostic information and prescription information based on the genomic information, a personal medical information generation unit that generates the medical information for each user,
including,
The medical information providing device according to claim 14. Collects information on alternative complementary medicine via a network, organizes the collected information, and provides data on structured alternative medicine information and evaluation data indicating the scientific basis associated with alternative complementary medicine information Is accumulated in the form of a certainty section expression representing the section of the data element and the degree to which the element of the data belongs to the section, and the data of the modern medical information associated with at least a part of the data of the alternative complementary medical information, And a procedure for constructing a knowledge database that further accumulates the degree of association between data in the form of a confidence interval expression;
A step of receiving the user's personal information and current state information from the user terminal via the network, and converting the received personal information and current state information into a form of confidence interval expression;
A procedure for generating diagnostic information and prescription information for a user by alternative complementary medicine, utilizing the knowledge database, based on the personal information and the current state information expressed in the certainty section;
A medical information service providing method comprising: The procedure for constructing the knowledge database further constructs a human body knowledge database based on genomic information in which genomic information scattered on the network and information on the human body are integrated,
The procedure for generating the diagnostic information and prescription information is as follows:
Based on the personal information and the current status information, utilizing a human body knowledge database based on the genome information, a procedure for generating diagnostic information and prescription information based on the genome information,
Diagnostic information and prescription information for the user by the alternative complementary medicine, and combining the diagnosis information and prescription information based on the genomic information, a procedure for generating medical information for each user;
including,
The medical information service providing method according to claim 17. Collects information on alternative complementary medicine via a network, organizes the collected information, and provides data on structured alternative medicine information and evaluation data indicating the scientific basis associated with alternative complementary medicine information Is accumulated in the form of a certainty section expression representing the section of the data element and the degree to which the element of the data belongs to the section, and the data of the modern medical information associated with at least a part of the data of the alternative complementary medical information, And a function of constructing a knowledge database that further accumulates the degree of association between data in the form of a certainty section expression;
A function of converting the user's personal information and current status information into the form of a certainty section expression;
A function of generating diagnostic information and prescription information for a user by alternative complementary medicine, utilizing the knowledge database, based on the personal information and the current state information expressed in the certainty section;
A medical information service providing program that makes computers realize. Generates diagnosis information and prescription information based on genome information using a human body knowledge database based on genomic information in which genomic information scattered on a network and information on the human body are integrated based on the personal information and the current status information. Function and
A function of generating medical information for each individual user by combining the diagnostic information and prescription information for the user by the alternative complementary medicine, and the diagnostic information and prescription information based on the genomic information;
The medical information service providing program according to claim 9, further causing the computer to implement:

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