WO2021182660A1 - Objective eight-constitution diagnosis system and method - Google Patents

Abstract

The present invention relates to an objective eight-constitution diagnosis system which can objectively diagnose the eight constitutions through correlation between an iris index and a biosignal according to the eight constitutions by using the quantitatively evaluable iris index, a heart rate variability that evaluates autonomic nerve activity, and body composition analysis. The system comprises: a user terminal to which a user requests eight-constitution diagnosis, and a treatment, food classification, and regimen according to the diagnosis; an eight-constitution diagnosis server for objectively diagnosing the user's constitution according to the user's request through the user's terminal and providing a customized prescription; and an objective data providing server connected to the user's terminal and the eight-constitution diagnosis server through a network and providing eight-constitution pulse information, an iris index, HRV information, body composition index information, and correlation information thereof, so as to enable the objective diagnosis and customized prescription by the eight-constitution diagnosis server.

Description

Objective arm constitution diagnosis system and method

The present invention relates to an objective arm constitution diagnosis system and method, and more specifically, to a quantitative evaluation of iris indicators, heart rate variability and body composition analysis to evaluate autonomic nerve activity, It relates to an objective arm constitution diagnosis system and method that can objectively diagnose arm constitution through correlation.

After the 1960s, Kwon Do-won of Korea classified humans into eight constitutions (Toeum, Soil, Mokeum, Mokyang, Masturbation, Suyang, Geumeum, Geumyang) according to the strength and weakness of the books in order to precisely classify acupuncture treatment through constitutional classification. It is also widely used in oriental medicine. Kwon Do-won's arm constitution is different from the Sasang constitution or there is a significant deviation.

The eight constitutions (8 constitutions) that are divided in this way have different physiology and pathological mechanisms.

In Eight Constitutional Medicine, the congenital imbalance of the book function is called jeok imbalance (適不均衡), and the acquired pathology, that is, the state where the balance of the fossa imbalance is broken is called hyperbalance.

It has been reported that there is a difference in the activity of sympathetic and parasympathetic nerves according to the constitution of the arm from the point of view of the autonomic nervous system. this is it

In Pals constitutional medicine, constitutional classification is primarily done through pulse pulse, but constitutional pulse assessment requires a long skillful process, and even an experienced oriental medical doctor's constitutional diagnosis is based on subjective evaluation of the pulse, so there is a problem with low objectivity. .

On the other hand, iris studies is a study that analyzes the innate characteristics and functional state of an individual through the analysis of the color or structural characteristics and changes of the iris, that is, the iris markers.

The iris marker does not change over time and reflects the genetic temperament, so there may be a relationship between the constitution and the iris.

In addition, the concept of balance and homeostasis of the autonomic nervous system may be related to constitution in that it is a change and regulation of human functions. This method is known to have relatively high reliability and reproducibility.

In addition, bioelectrical impedance analysis (BIA) measures the resistance value (impedance) of the body by passing minute electric currents through the human body, and uses this to quantitatively measure the body water, minerals, body fat content, etc., which are components of the human body. Measuring and analyzing, the measurement method is simple and the measurement time is short, so it is widely used in clinical practice.

As described above, each of the characteristics of autonomic nerve, iris, and body composition according to constitution has been reported, but a study that comprehensively analyzed the relationship between them has not been conducted. No research has been conducted to guarantee the objectivity of the body.

The present invention has been devised to solve these problems, and an object of the present invention is to use iris indicators that can be easily and simply quantitatively evaluated, heart rate variability and body composition analysis to evaluate autonomic nerve activity, iris indicators and biosignals according to arm constitution. It aims to provide an objective diagnosis system and method for the body constitution that can be objectively diagnosed through correlation with the body constitution and can be effectively used for treatment, food classification, and regimen according to each constitution.

An objective arm constitution diagnosis system according to an embodiment of the present invention includes: a user terminal of a user who requests a diagnosis of arm constitution and treatment, food classification, and regimen according to the diagnosis of the arm constitution; an arm constitution diagnosis server for objectively diagnosing a user's constitution according to a user's request of the user terminal and providing a customized prescription; And it is connected to the user terminal and the arm constitution diagnosis server through a network so that the arm constitution diagnosis server can objectively diagnose and provide customized prescription, and 8 constitutional pulse information, redness index, HRV information, body composition index information, and their correlations It is characterized in that it includes an objective data providing server that provides relationship information.

An objective method for diagnosing arm constitutions according to an embodiment of the present invention includes the steps of determining the validity of an 8 constitutional pulse for any one of the 8 constitutions transmitted through a pulse through an 8 constitutional pulse expert terminal;

determining the validity of the iris index and age by using the user's age received through the user terminal and the iris index characteristic received from the iris diagnosis expert terminal;

determining the validity of the iris index and the body composition index using the iris index characteristics received from the iris diagnosis expert terminal and the body composition index received from the body composition index evaluation terminal;

Determining validity by using the correlation between the iris index and autonomic activity by using the iris index characteristics received from the iris diagnosis expert terminal and the autonomic activity calculated using the heart rate variability measured by the heart rate variability measuring unit Wow,

The user's iris index received from the iris diagnosis expert terminal, the autonomic nerve activity of the autonomic nerve activity evaluation terminal, the user's body composition index received from the body composition index evaluation terminal, and the pulse received from the 8 constitutional pulse expert terminal It characterized in that it comprises the step of judging the validity of the results of the pulse by using the correlation of the redness index by constitution, autonomic nerve activity, body composition index, etc. by using the results.

The objective arm constitution diagnosis system and method according to an embodiment of the present invention uses iris indicators that can be easily and simply quantitatively evaluated, heart rate variability and body composition analysis to evaluate autonomic nerve activity, iris indicators and biosignals according to arm constitution. By diagnosing the body constitution objectively, it can be effectively used for treatment, food classification and regimen according to each constitution.

1 is a schematic diagram of an objective arm constitution diagnosis system according to an embodiment of the present invention.

2 is a block diagram illustrating the internal configuration of the objective arm constitution diagnosis server 100 of the objective arm constitution diagnosis system according to an embodiment of the present invention.

3 is a block diagram illustrating the internal configuration of the objective data providing server 200 of the objective arm constitution diagnosis system according to an embodiment of the present invention.

4 is a flowchart illustrating an objective arm constitution diagnosis method using an objective arm constitution diagnosis system according to an embodiment of the present invention.

5 is a chart illustrating a method for examining the correlation between the iris index, body composition index, and HRV and the clinical characteristics of eight constitutions (Eight Constitution Medicine Type) in the objective arm constitution diagnosis method according to an embodiment of the present invention. .

6 is a photograph showing an iris imaging method, FIG. 7 is a photograph showing the definition of ANWAR and PAR, and FIG. 8 is a photograph showing markers of five iris constitutional analysis used to calculate or grade six iris parameters. am.

9 to 12 are photographs showing NR in Geumyang constitution, TR in Geumeum constitution, lacunae in Mokyang constitution, and PD in soil constitution, respectively.

Advantages and features of the present invention and methods of achieving them will become apparent with reference to the embodiments described below in detail in conjunction with the accompanying drawings. However, the present invention is not limited to the embodiments disclosed below, but will be implemented in a variety of different forms, and only these embodiments allow the disclosure of the present invention to be complete, and common knowledge in the technical field to which the present invention belongs It is provided to fully inform the possessor of the scope of the invention, and the present invention is only defined by the scope of the claims. Like reference numerals refer to like elements throughout.

It should be understood that although first, second, etc. are used to describe various elements, components, and/or sections, these elements, components, and/or sections are not limited by these terms. These terms are only used to distinguish one element, component, or sections from another. Accordingly, it goes without saying that the first element, the first element, or the first section mentioned below may be the second element, the second element, or the second section within the spirit of the present invention.

The terminology used herein is for the purpose of describing the embodiments and is not intended to limit the present invention. As used herein, the singular also includes the plural unless specifically stated otherwise in the phrase. As used herein, "comprises" and/or "made of" refers to a referenced component, step, operation and/or element of one or more other components, steps, operations and/or elements. The presence or addition is not excluded.

Unless otherwise defined, all terms (including technical and scientific terms) used herein may be used with the meaning commonly understood by those of ordinary skill in the art to which the present invention belongs. In addition, terms defined in a commonly used dictionary are not to be interpreted ideally or excessively unless clearly defined in particular.

In this case, the same reference numerals refer to the same elements throughout the specification, and it will be understood that each configuration of the process flowchart drawings and combinations of the flowchart drawings may be performed by computer program instructions. These computer program instructions may be embodied on a processor of a general purpose computer, special purpose computer, or other programmable data processing equipment, such that the instructions performed by the processor of the computer or other programmable data processing equipment are not described in the flowchart configuration(s). It creates a means to perform functions.

It should also be noted that in some alternative embodiments it is also possible for the functions recited in the configurations to occur out of order. For example, it is possible that two configurations shown one after another may in fact be performed substantially simultaneously, or that the configurations may sometimes be performed in the reverse order according to the corresponding function.

In the present specification, HRV is heart rate variability for evaluating autonomic activity, BMI is Body Mass Index, ANWR is Autonomic Nerve Wreath Ratio, and PAR is pupil area ratio. (pupil area ratio), ID is iris density, PD is pigment dot, NR is nerve ring, TR is toxic radii, TP is Total Power ), VLF stands for Very Low Frequency, LF stands for Low Frequency, and HF stands for High Frequency.

Hereinafter, the present invention will be described in more detail with reference to the accompanying drawings.

As shown in Fig. 1, in the objective arm constitution diagnosis system 1 according to the first embodiment of the present invention, the arm constitution diagnosis server 100 objectively evaluates the user's constitution according to the user's request in the user terminal 10. By using the 8 constitutional pulse information, Hongjae index, HRV information, body composition index information, and their correlation information collected from each objective data providing server 200 through the network 50, It is configured to generate objective arm constitution diagnosis information and provide it to the user terminal 10 through the network 50 .

Here, the user terminal 10 may be a patient terminal that requires an objective arm constitution diagnosis, or may be an oriental medicine doctor terminal for accurately prescribing oriental medicine to the patient according to the objective arm constitution information.

More specifically, the arm constitution diagnosis server 100 includes an information acquisition unit 110 that acquires iris index, body composition index, HRV, and pulse information of 8 constitutions from the user terminal 10 and the objective data providing server 200 . ) and the information generation unit 120 that determines the correlation between the information obtained through the information acquisition unit 110 and generates objective arm constitution diagnosis information with guaranteed objectivity, and the information generation unit 120 The objective information generated through ) is learned through the learning unit 150 to be described later, and the AI objective diagnosis unit 130 supporting the information generation unit 120 and the information generation unit 120 are generated through the A reclassification/correction unit 140 that reclassifies and corrects arm constitution information using the information provided by the AI objective diagnosis unit 130 for cases outside the statistical standard deviation range in the process of examining the objective validity of the information. ), the information acquisition unit 110 , the information generation unit 120 , the AI objective diagnosis unit 130 , and the database unit 170 for storing and registering information of the reclassification/correction unit 140 ) and a learning unit 150 for learning the information of the information generating unit 120 , the AI objective diagnosis unit 130 , and the reclassification/correction unit 140 .

On the other hand, the information generating unit 120 includes an 8 constitutional pulse validity review unit 121 that reviews the validity of the 8 constitutional pulse, an iris index/age correlation review unit 123 that reviews the correlation between the iris index and age, and the iris It may include an indicator/HRV correlation review unit 125 , a body composition index correlation review unit 127 for Hongjae index, and a correlation review unit 129 for each constitution.

As can be seen through the experimental example described in detail later, the

The distribution by 8 constitutions is shown in the order of the frequency of soil, Mokyang, Geumeum, and Geumyang (similar to the distribution by 8 constitutions of subjects observed in the previous study of Jo and Kwon), with very few constitutions of Mokeum, Suyang, and Masturbation, and Toeum constitution. is not reported, the 8 constitutional pulse validity review unit 121 confirms the validity of the 8 constitutional pulse based on this statistical probability distribution standard.

Of course, the validity of the judgment is high when judging by soil, mogyang, geumeum, and geumyang constitutions, and does not exclude the case of mogeum, yangyang, masturbation, or exceptionally toeum constitution.

In the simple regression analysis of age and iris indices, the iris index / age correlation review unit 123 decreases PAR as the age of the entire subject increases, and PD increases. As age increases, PAR decreases, It can be judged that the validity is high when the PD increases.

In the iris index/HRV correlation review unit 125, the higher the ID, the higher the LF/HF value, and the ID increases as the number of lacuna increases. The larger the PAR, the higher the heart rate. If it decreases, it can be judged that the validity is high.

The Hongjae index body composition index correlation review unit 127 may determine that the greater the PAR, the greater the BMI, body weight, lean mass, and body fat mass.

The correlation review unit 129 for each constitution shows a positive correlation between NR and BMI in the Geumyang constitution, and a positive correlation between NR and skeletal muscle mass, body water, and weight in the Geumyang constitution, and ID and skeletal muscle mass in the Mokyang constitution. , a positive correlation with body water is shown, a negative correlation between PD and body fat percentage in soil constitution, and a positive correlation between PAR and lean body mass can be judged to be highly valid.

In addition, the correlation review unit 129 for each constitution shows a positive correlation between ID and LF/HF for Geumyang constitution, a positive correlation between TR and heart rate, and a negative correlation between PAR and LF/HF. In gold and silver constitution, TR and LF/HF have a positive correlation, in Mokyang constitution, PAR, LF/HF and heart rate have a positive correlation, and in Geumyang constitution, PAR and LF/HF have a negative correlation. , it can be judged that the validity is high if the positive correlation between ID and LF/HF is shown in the soil constitution.

The AI objective diagnosis unit 130 learns the statistical probability information provided through the information generation unit 120 through the learning unit 150, but sets NR in the case of Geumyang and Geumeum constitution, and ID in the case of Mokyang constitution. In constitution, by judging PD as an index that can indicate the singularity of constitution, objectivity can be increased while reducing learning data.

In addition, the AI objective diagnosis unit 130 learns the statistical probability information provided through the information generation unit 120 through the learning unit 150, and 8 constitutional pulse information in case of deviation from the validity category, Using the Hongjae index, HRV information, body composition index information, and their correlation information, through the reclassification/correction unit 140, the reclassification operation and the correction operation are performed to determine Mokeum, Suyang, Masturbation, or exceptionally Toeum constitution The validity of the case can be increased.

In addition, the AI objective diagnosis unit 130 generally performs the iris index, body composition, and HRV analysis and the learning unit 150 for the case where the tendency of the results is different when the analysis is performed by dividing the constitution. By using the information of the database unit 170, it is determined where to place the weights, so that the information generating unit 120 can provide more objective information through an objective diagnosis.

For example, as a result of analyzing the iris index and the body composition index before the classification of the constitution, the AI objective diagnosis unit 130 shows that PAR and ANWR are important, and in the analysis of the iris index and HRV, there is an important correlation in LF/HF and HR However, considering that NR and TR are important in Geumyang and Geumeum in the analysis results by arm constitution, ID in Mokyang constitution, and PD in soil constitution, significant weighting factors are changed, and the reclassification/reporting The government 140 may reclassify and correct it.

The AI objective diagnosis unit 130 allows the information generating unit 120 to learn the overall correlation analysis result and the significant index appearing for each constitution through the learning unit 150, so that the overall correlation analysis result and the significant index appearing for each constitution are significant. When the indicators are displayed differently, different iris indicators for each constitution may indicate a peculiarity of the constitution.

In addition, the AI objective diagnosis unit 130 causes the information generating unit 120 to change the autonomic nervous balance control differently because the autonomic nervous system responses are different when the two constitutions are at rest, even if different results are shown in some of the same indicators. Considering that it can be done, the diagnosis information of the arm constitution can be generated, and objectivity can be guaranteed based on big data.

The objective data providing server 200 shoots the iris, determines the parameters, generates an iris index by classifying each parameter, and the iris diagnosis expert terminal 210 that performs iris medical health diagnosis, and simply measures the heart rate variability. An autonomic nerve activity evaluation terminal 230 for evaluating autonomic activity, a body composition index evaluation terminal 250 for evaluating body composition, and an 8 constitutional pulse expert terminal 270 for categorizing 8 constitutions by conducting a pulse for the user And, the iris diagnosis expert terminal 210, the autonomic nerve activity evaluation terminal 230, the body composition index evaluation terminal 250, the 8 constitutional pulse expert terminal 270 and the objective arm constitution diagnosis in the objective data providing server 200 It may include a terminal communication unit 280 for controlling communication between the servers 100 and a terminal control unit 290 for controlling each of them.

The iris diagnosis expert terminal 210 includes an iris photographing unit 211 for photographing the iris, and a parameter determination unit 213 for determining a parameter for extracting medical information from the iris photographed by the iris photographing unit 211 . ), and the parameter-specific grade determination unit 215 that determines the parameter-specific grade that can provide meaningful medical information about the parameter, and the parameter-specific grade determination unit 215 according to the grade determined by the iris medically meaningful It may include an ANWR/PAR calculation unit 217 that calculates the ANWR and PAR (which will be described in detail later with reference to FIGS. 6 to 8 ).

In addition, the autonomic activity evaluation terminal 230 includes an HRV measuring unit 231 for measuring HRV and a parameter calculating unit 233 for calculating four frequency domain parameters using the HRV measured by the HRV measuring unit 231 . ) may be included.

The body composition index evaluation terminal 250 may include a BMI measurement unit 251 and a body composition index calculator 253 that calculates body composition indices using the BMI measurement information.

Now, an objective arm constitution diagnosis method using an objective arm constitution diagnosis system according to an embodiment of the present invention will be described with reference to FIG. 4 .

4 is a flowchart illustrating an objective arm constitution diagnosis method using an objective arm constitution diagnosis system according to an embodiment of the present invention.

As shown in FIG. 4 , the objective arm constitution diagnosis method according to an embodiment of the present invention examines the validity of any one of the 8 constitutions transmitted by pulse through the 8 constitution pulse expert terminal 270 Received from the unit 121, it is determined whether the validity of the 8 constitutional pulse is within a statistical distribution range (S10).

If any one of the transmitted constitutions is one of the distribution of 8 constitutions with high domestic statistical probability, such as Soil, Mokyang, Geumeum, and Geumyang constitutions, it is determined that the validity of the true pulse is high (S11), otherwise (S13) learns the contents of the database unit 170 through the AI objective diagnosis unit 130 and the learning unit 150, and 8 constitutional pulse information, redness index, HRV information, body composition index Through the reclassification/correction unit 140 using the information and their correlation information, the objectivity is increased through the reclassification operation and the correction operation (S80), and it can be determined as an exceptional voice, yang, masturbation, or toeum constitution. have.

Next, the iris index/age correlation review unit 123 uses the user age received through the user terminal 10 and the iris index characteristic received from the iris diagnosis expert terminal 210 to determine the age between the iris index and the age. A correlation may be determined (S20).

The iris index/age correlation review unit 123 can determine that there is validity when the PAR decreases and the PD increases as the age of the entire subject increases. and (S21), otherwise (S23), it is stored in the database unit 170 and the contents of the database unit 170 are learned through the AI objective diagnosis unit 130 and the learning unit 150, and the validity category in case of departure from It can be reclassified/corrected in consideration of the constitution through the reclassification/correction unit 140 (S70).

Next, the redness index body composition index correlation review unit 127 uses the iris index characteristics received from the iris diagnosis expert terminal 210 and the body composition index received from the body composition index evaluation terminal 250 to determine the redness index and body composition. It may be determined whether the correlations of the indicators match (S30).

The Hongjae index body composition index correlation review unit 127 determines that the greater the PAR, the greater the BMI, body weight, lean mass, and body fat mass, and the larger the ANWR, the higher the validity is when the lean mass, body fat mass, and body fat percentage decrease (S31). , otherwise (S33), the database unit 170 stores it and learns the contents of the database unit 170 through the AI objective diagnosis unit 130 and the learning unit 150, and deviates from the validity category. about It can be reclassified/corrected in consideration of the constitution through the reclassification/correction unit 140 (S70).

Next, the iris index/HRV correlation review unit 125 measures the iris index characteristics received from the iris diagnosis expert terminal 210 and the heart rate variability measurement unit 231 of the autonomic nerve activity evaluation terminal 230 . It can be determined whether the correlation between the iris index and the autonomic nerve activity is consistent with the autonomic nerve activity such as HRV calculated using the obtained heart rate variability (S40).

In the iris indicator/HRV correlation review unit 125, the higher the ID, the higher the LF/HF value, and the ID increases as the number of lacuna increases. The larger the PAR, the higher the heart rate. If it decreases, it can be determined that the validity is high (S41), and if not (S43), it is stored in the database unit 170, and the database unit ( 170) for the case of deviating from the validity category by learning the contents of It can be reclassified/corrected in consideration of the constitution through the reclassification/correction unit 140 (S70).

Finally, the constitutional correlation review unit 129 includes the user's iris index received from the iris diagnosis expert terminal 210 , the autonomic nerve activity of the autonomic nerve activity evaluation terminal 230 , and the body composition index evaluation terminal 250 . ) and the user's body composition index received from the 8 constitutional pulse expert terminal 270, the correlation between the redness index for each constitution, autonomic nerve activity, body composition index, etc. can be reviewed (S50).

The correlation review unit 129 for each constitution shows a positive correlation between NR and BMI in the Geumyang constitution, and a positive correlation between NR and skeletal muscle mass, body water, and weight in the Geumyang constitution, and ID and skeletal muscle mass in the Mokyang constitution. , a positive correlation with body water is shown, a negative correlation between PD and body fat percentage in soil constitution, and a positive correlation between PAR and lean body mass can be judged to be highly valid (S51), and the constitution The star correlation review unit 129 stores in the database unit 170 for the other case (S53) and learns the contents of the database unit 170 through the AI objective diagnosis unit 130 and the learning unit 150. Therefore, in case of deviation from the validity category, It can be reclassified/corrected in consideration of the constitution through the reclassification/correction unit 140 (S70).

In addition, the learning unit 150 learns the information stored in the database unit 170 with respect to the reclassified/corrected information in consideration of the constitution through the reclassification/correction unit 140 as described above, and the AI objective diagnosis unit (130) judges NR in the case of Geumyang and Geumeum constitution, ID in Mokyang constitution, and PD in soil constitution as an index that can indicate the singularity of constitution, reducing learning data and increasing objectivity.

In addition, the AI objective diagnosis unit 130 learns the statistical probability information provided through the information generation unit 120 through the learning unit 150, and 8 constitutional pulse information in case of deviation from the validity category, Using the Hongjae index, HRV information, body composition index information, and their correlation information, through the reclassification/correction unit 140, the reclassification operation and the correction operation are performed to determine Mokeum, Suyang, Masturbation, or exceptionally Toeum constitution The validity of the case can be increased.

In addition, the AI objective diagnosis unit 130 generally performs the iris index, body composition, and HRV analysis and the learning unit 150 for the case where the tendency of the results is different when the analysis is performed by dividing the constitution. By using the information of the database unit 170, it is determined where to place the weights, so that the information generating unit 120 can provide more objective information through an objective diagnosis.

For example, as a result of analyzing the iris index and the body composition index before the classification of the constitution, the AI objective diagnosis unit 130 shows that PAR and ANWR are important, and in the analysis of the iris index and HRV, there is an important correlation in LF/HF and HR However, considering that NR and TR are important in Geumyang and Geumeum in the analysis results by arm constitution, ID in Mokyang constitution, and PD in soil constitution, significant weighting factors are changed, and the reclassification/reporting The government 140 may reclassify and correct it.

The AI objective diagnosis unit 130 allows the information generating unit 120 to learn the overall correlation analysis result and the significant index appearing for each constitution through the learning unit 150, so that the overall correlation analysis result and the significant index appearing for each constitution are significant. When the indicators are displayed differently, different iris indicators for each constitution may indicate a peculiarity of the constitution.

In addition, the AI objective diagnosis unit 130 causes the information generating unit 120 to change the autonomic nervous balance control differently because the autonomic nervous system responses are different when the two constitutions are at rest, even if different results are shown in some of the same indicators. Considering that it can be done, the diagnosis information of the arm constitution can be generated, and objectivity can be guaranteed based on big data.

Now, with reference to FIG. 5 , in the objective arm constitution diagnosis method according to an embodiment of the present invention, the correlation between the iris index, body composition index, and HRV and the clinical characteristics of 8 constitutions (Eight Constitution Medicine Type) is investigated. Explain.

5 is a chart illustrating a method for examining the correlation between the iris index, body composition index, and HRV and the clinical characteristics of eight constitutions (Eight Constitution Medicine Type) in the objective arm constitution diagnosis method according to an embodiment of the present invention. .

<Experimental example>

The method of examining the correlation between the iris index, body composition index, and HRV and the clinical characteristics of 8 constitutions (Eight Constitution Medicine Type) in the objective arm constitution diagnosis method according to an embodiment of the present invention is February 20, 2018 Adult men and women who visited three oriental clinics in Seoul for 4 months from June 30, 2018 were recruited and surveyed for a total of 244 (40 men, 204 women, average 37.54 years ±8.50).

This study was conducted according to the research protocol approved by the Institute Review Board (IRB), a public institution designated by the Ministry of Health and Welfare (approval number: P01-201712-21-009). The criteria for selection and exclusion of study subjects are as follows.

1) Selection criteria

(1) Men and women between the ages of 20 and 70

(2) A person who can sufficiently communicate with the researcher about his or her health status and fill out the questionnaire directly

(3) A person who is sufficiently capable of daily social life without any abnormality in visual function

(4) A person who voluntarily consented in writing to participate in this clinical trial and signed the consent form for the subject.

2) Exclusion criteria

(1) If you have eye diseases such as conjunctivitis, ocular bleeding, or glaucoma

(2) If you are taking psychiatric or neurological drugs

(3) In case of arrhythmia, hypertension, ischemic heart disease, pneumonia, or upper respiratory tract infection

(4) If you have other diseases that can affect the iris

Experimental Example 1 (iris index analysis)

First, the clinical study subjects wore comfortable clothes and rested in a quiet room. As shown in FIG. 6 , thereafter, the iris imaging was performed after sitting toward the examiner at a predetermined position in front of the iris imaging machine.

6 is a photograph showing an iris photographing method.

The iris camera is Dr. Camscope Pro LED (Sometech, Seoul, Korea) was used, and the length of the eyepiece was fixed at 65mm during iris photography to maintain a constant distance between the shooting lens (25x magnifying glass) and the iris. At this time, constant illumination was maintained by irradiating the iris with a continuous light source of 2000 lux (led lamp) while blocking external light. Since the large light reflection occurs for 0.2-0.5 seconds after light source stimulation, iris photography was taken 1 second after irradiating the continuous light source in order to minimize the large light reflection.

The captured images were saved in a certain size and format (960*720pixel, JPEG), and were analyzed using the measure tool of the Adobe photoshop program based on the six iris indices developed in previous studies.

The six iris indices are autonomic nerve wreath ratio (ANWR), pupil area ratio (PAR), iris density (ID), pigment dot (PD), and nerve ring (NR). ; consists of nerve ring, pain congestive gland (TR; toxic radii),

7 is a photograph showing the definitions of ANWAR and PAR.

ANWAR means autonomic nerve wreath ratio, and PAR means pupil area ratio.

Here, “A” represents the length of the Autonomic Nerve Wreath (ANW), “B” means the length of the pupil including the length of the autonomic nerve ring, and “C” includes the iris and pupil. It means the total length of the eye, and “D” means the length of the pupil. ANWAR is defined as A/B and PAR is defined as D/C.

Figure 8 shows the markers of the five iris constitutions used to calculate or grade the six iris parameters.

A indicates a lacuna or defect, B is a pigment spot (PD), C is a nerve ring (NR), D is an autonomic nerve area ratio (ANW), and E is a painful stasis line (TR).

In the iris index analysis step of Experimental Example 1, iris density, pigment spots, nerve rings, and painful stasis were determined as four parameters, and significant grades were divided according to constitution for each parameter and shown in Table 1.

[Table 1] shows the classification of scales for iris density, pigment spots, neural rings, and toxic radii.

Distinguish scales for iris density, pigment spots, neural rings, and toxic radii

parameter	grade 1	grade 2	grade 3	grade 4
Hong Jae-den (ID)	lacuna radish	1-3 lacunae	4-6 lacunae	7 or more fissures
Pigment spots (PD)	no pigment spots	1 pigment spot	2 or more fissures	-
Neural Ring (NR)	Circular shape of the neural ring less than 1/4 of the outer periphery of the iris	Neural ring generation of 1/4 to 4/5 circular arcs of the outer periphery of the iris	Neural ring generation of 4/5 or more circular arcs in the outer periphery of the iris	-
Pain Congestion Line (TR)	Toxic radius length less than 1/5 the total radius of the eye	Toxic radius length of 1/5 to 1/3 of the total radius of the eye	Toxic radius length at least 1/3 of the total radius of the eye	-

In [Table 1], only Hongjae density (ID) was divided into 4 grades, and the remaining 3 parameters, such as pigment spots (PD), nerve ring (NR), and pain congestion line (TR), were classified into 3 grades.

Experimental Example (2) (8 constitution expert pulse-jin)

In Experimental Example 2, three oriental medical doctors specializing in constitutional medicine with more than 10 years of clinical experience confirmed the constitution of the clinical study subject through the pulsation of eight constitutions at three oriental clinics, respectively.

Experimental Example (3) (Heart Rate Variability (HRV) Test)

In Experimental Example 3, HRV was measured using a pulse wave tester (uBio Maccpa; UBIO Health Care, Suwon, Korea), and mean heart rate (HR) values were used through time domain analysis.

And through frequency domain analysis, total power (TP; Total Power; 0.004-0.4 Hz), very low frequency (VLF; very low frequency; 0.004-0.04 Hz), low frequency (LF; low frequency; 0.04-0.15 Hz), high frequency ( HF; high frequency; 0.15-0.4 Hz) was extracted, and a total of six types were analyzed by obtaining the LF and HF ratio (LF/HF).

Experimental Example (4) (Body composition analysis)

In Experimental Example 4, using a body composition analyzer Inbody 370 (Biospace, Seoul, Korea) using bioimpedance (resistance value), metal attachments such as glasses, necklaces, and watches were removed, socks were removed, and measurements were made in light clothing.

Among the indicators of body composition analysis, body mass index (BMI), percent body fat, total body water, skeletal muscle mass, fat free mass, and body fat mass Eight indices such as , weight, and waist-hip ratio (WHR) were analyzed.

The results of Experimental Examples (1) to (4) were statistically analyzed to investigate the relationship between iris parameters, body composition indices, and HRV according to 8 medical constitutions.

Statistical analysis was performed in SPSS ver. 18.0 (IBM Co., Armonk, NY, USA) was used. First, descriptive statistics were conducted to find out the frequency of each constitution. Second, a single regression analysis was performed with age as an independent variable and iris index as a dependent variable to analyze whether there is a change in the iris index with increasing age. did. Third, in order to analyze whether there is a relationship between the iris index and the biometric index, correlation analysis was performed between the iris index and HRV, and the iris index and the body composition index. Finally, after grouping all subjects by 8 constitutions, correlation analysis between iris index and HRV, iris index and body composition index was performed in each constitution group. A case of p<0.05 was determined to be statistically significant.

[Table 2] shows the frequency by constitution by proceeding with descriptive statistics.

Frequency of 8 constitutions

constitution	frequency	percent	effective percentage	cumulative percentage
soil	83	34.0	34.0	34.0
shepherding	73	29.9	29.9	63.9
forbidden	50	20.5	20.5	84.4
golden	26	10.7	10.7	95.1
weeping	5	2.0	2.0	97.1
masturbation	4	1.6	1.6	98.8
voice	3	1.2	1.2	100.0
tom	0	0	0	100.0
total	244

As can be seen from [Table 2], as a result of confirming the clinical characteristics of all 244 subjects of the clinical study, the distribution by 8 constitutions was found in the order of frequency of soil, sheep, gold, and gold. Mokeum, Suyang, and Masturbation constitutions were less than 5 cases, and Toeum constitutions were not reported, so they were excluded from the analysis. This was very similar to the distribution of eight constitutions of subjects observed in previous studies.

As a result of frequency analysis of the distribution by 8 constitutions of 244 people, it was found in the order of Mokyang, Geumeum, and Geumyang from soil. Suyang, masturbation, and mokeum constitution was less than 5 cases, and toeum constitution was not reported, so the four constitutional constitutions were excluded from analysis by constitution.

Then, a single regression analysis was performed with age as a dependent variable and iris as an independent variable to analyze whether there was a change in the iris index with the increase of age.

When each age-dependent iris index was analyzed by simple regression analysis, as shown in [Table 3] and [Table 4], PAR decreased with age (β = -1.001), and PD tended to increase. (β=3.519) was shown.

[Table 3] shows the results of simple regression analysis for PD (pigmented spots) with age as the dependent variable, and [Table 4] shows the simple regression analysis for PAR (pupillary area ratio) with age as the dependent variable. shows the results of the

Simple regression analysis of age and iris index (PD)

Model		unnormalized coefficient		standardization factor	t	Sig.
		B	Std.Error	Beta
One	(a constant)	31.673	1.999		15.848	0.000
	PD (grade)	3.519	1.439	0.156	2.446	0.015

Simple regression analysis of age and iris index (PAR)

Model		unnormalized coefficient		standardization factor	t	Sig.
		B	Std.Error	Beta
One	(a constant)	226.519	10.026		22.593	0.000
	PAR (ratio)	-1.001	0.262	-0.239	-3.815	0.000

Through this, in simple regression analysis of age and iris indices, it can be seen that PAR decreases and PD increases as the age of all subjects increases. In general, PAR decreases as age increases ¹ 1 Ko BU, Ryu WY , Park WC. Pupil Size in the Normal Korean Population According to Age and Illuminance. Journal of Korean Ophthalmological Society. 2011; 52: 401-406, suggesting the possibility that PD may also be a time-varying indicator. Next, in order to analyze whether there is a correlation between the iris index and the biometric index, the correlation analysis between the iris index and HRV, and the iris index and the body composition index was performed and shown in [Table 5].

[Table 5] shows the human correlation between iris index, body mass index, and heart rate variability.

Correlation analysis was performed between the iris index and the body composition index of all subjects. PAR showed a positive correlation with BMI (r=0.179), body fat percentage (r=0.250), lean body mass (r=0.376), body fat mass (r=0.249), and body weight (r=0.171). ANWR showed a negative correlation with body fat percentage (r=-0.188), lean body mass (r=-0.161), and body fat mass (r=-0.164).

In the correlation analysis between the iris index and HRV, ID and LF/HF showed a positive correlation (r=0.166), and PD and HR showed a negative correlation (r=-0.143). PAR and HR showed a positive correlation (r=0.169).

*P<0.05, **P<0.01 Significant correlations in human correlation between iris index, body mass index and heart rate variability were indicated by *,**.

Human correlation between iris index, body mass index, and heart rate variability

		ID (grade)	PD (grade)	NR (grade)	TR (grade)	ANWR(ratio)	PAR(ratio)
Body Composition Indices	BMI(kg/㎡)	-0.029	-0.071	0.017	0.052	-0.118	0.179**
	Percent Body Fat (%)	-0.122	-0.111	0.047	-0.009	-0.188**	0.250**
	Total body Water (l)	0.118	0.016	-0.027	0.071	0.041	0.026
	Skeletal Muscle Mass (kg)	0.107	0.033	-0.010	0.085	0.032	0.017
	Fat Free Mass (kg)	-0.011	-0.058	0.023	0.014	-0.161*	0.376**
	Body Fat Mass (kg)	-0.064	-0.092	0.025	0.034	-0.164*	0.249**
	Weight (kg)	0.045	-0.050	-0.004	0.056	-0.072	0.171**
	Waist-Hip ratio	-0.017	-0.010	0.000	-0.011	-0.106	0.038
Heart Rate Variability	TP (㎡)	-0.024	-0.001	0.022	-0.064	0.047	0.051
	VLF (㎡)	-0.025	-0.031	0.057	-0.015	0.117	0.085
	LF (㎡)	-0.008	-0.034	-0.064	-0.028	-0.078	-0.057
	HF (㎡)	-0.106	0.016	-0.029	-0.074	-0.010	-0.014
	LF/HF (ratio)	0.166*	-0.018	0.100	0.057	0.042	0.065
	HR	-0.046	-0.143*	-0.045	0.044	-0.073	0.169**

Then, after grouping all subjects by 8 constitutions, correlation analysis of iris index and HRV was performed in each constitution group, and correlation analysis between iris index and body composition index was performed in [Table 6] to [Table 9]. It was shown in [Table 10] - [Table 13].

Hereinafter, *P<0.05, **P<0.01 Significant correlations in the human correlation between iris index, body mass index, and heart rate variability were indicated by * and **.

A case of p<0.05 was determined to be statistically significant.

Correlation analysis of iris index and HRV in each constitution group was conducted for Geumyang constitution, Geumeum constitution, Mokyang constitution, and soil constitution.

1) Geumyang constitution

As can be seen from [Table 6], a positive correlation between ID and LF/HF (r=0.416) was shown in the Geumyang constitution. TR and HR were positively correlated (r=0.488), VLF was negatively correlated (r=-0.401), and PAR and LF/HF were negatively correlated (r=-0.399).

Human correlation between iris index and heart rate variability in Geumyang constitution (N=26)

	ID(grade)	PD (grade)	NR (grade	TR (grade)	ANWR(ratio)	PAR(ratio)
TP (㎡)	0.059	-0.027	0.170	-0.350	0.131	0.116
VLF (㎡)	0.078	0.070	0.025	-0.401*	0.276	0.089
LF (㎡)	0.189	-0.053	0.170	-0.335	0.135	-0.038
HF (㎡)	-0.090	-0.069	0.223	-0.214	0.002	0.221
LF/HF (ratio)	0.416*	0.129	0.114	-0.199	0.285	-0.399 *
HR	-0.239	0.048	-0.184	0.488*	-0.123	0.036

2) Geumeum constitution

As can be seen from [Table 7], there was a positive correlation between toxic radii and LF/HF (r=0.331) in Geumeum constitution.

A person's correlation between iris index and heart rate variability in abstinence constitution (N=50)

	ID(grade)	PD (grade)	NR (grade	TR (grade)	ANWR(ratio)	PAR(ratio)
TP (㎡)	0.041	-0.184	0.095	-0.097	-0.069	0.102
VLF (㎡)	0.194	-0.030	0.075	-0.161	0.053	0.175
LF (㎡)	0.012	-0.212	0.035	0.100	-0.029	0.104
HF (㎡)	-0.277	-0.199	0.043	-0.188	-0.272	-0.006
LF/HF (ratio)	0.256	0.047	0.095	0.331 *	0.226	0.067
HR	-0.010	-0.259	-0.070	0.239	-0.030	0.175

3) As can be seen from the nature of the sheep [Table 8], positive correlations were found in PAR, LF/HF (r=0.314), and HR (r=0.268) in the constitution of the sheep.

A person's correlation between iris index and heart rate variability in sheep constitution (N=73)

	ID(grade)	PD (grade)	NR (grade	TR (grade)	ANWR(ratio)	PAR(ratio)
TP (㎡)	-0.020	0.101	-0.027	-0.135	0.023	0.046
VLF (㎡)	-0.061	0.080	0.085	0.109	0.204	0.000
LF (㎡)	-0.013	-0.051	-0.110	-0.048	-0.122	-0.100
HF (㎡)	-0.016	0.033	-0.125	-0.168	0.026	-0.044
LF/HF (ratio)	-0.056	0.037	0.230	0.001	-0.113	0.314 **
HR	0.037	-0.176	-0.003	0.090	-0.062	0.268 *

4) Soil constitution

As can be seen from [Table 9], the positive correlation between ID and LF/HF was shown in soil constitution.

Human correlation between iris index and heart rate variability in soil constitution (N=83)

	ID(grade)	PD (grade)	NR (grade	TR (grade)	ANWR(ratio)	PAR(ratio)
TP (㎡)	-0.089	-0.091	-0.019	0.100	-0.011	0.099
VLF (㎡)	-0.127	-0.215	0.039	-0.011	-0.052	0.203
LF (㎡)	0.002	-0.167	-0.052	0.107	-0.054	0.094
HF (㎡)	-0.129	0.057	-0.094	0.143	0.023	0.034
LF/HF (ratio)	0.242 *	-0.122	0.080	-0.028	-0.036	-0.051
HR	-0.137	-0.176	-0.002	-0.110	-0.057	0.130

In each constitution group, correlation analysis of the iris index and body composition index was conducted for Geumyang constitution, Geumeum constitution, Mokyang constitution, and soil constitution.

1) Geumyang constitution

As can be seen from [Table 10], a positive correlation between NR and BMI (r=0.481) was shown in the Geumyang constitution.

A person's correlation between iris index and body composition index in Geumyang constitution (N = 26)

	ID(grade)	PD (grade)	NR (grade)	TR (grade)	ANWR(ratio)	PAR(ratio)
BMI (kg/㎡)	-0.001	0.111	0.481 *	0.144	0.062	0.044
Percent Body Fat (%)	-0.032	0.066	0.332	-0.090	-0.030	0.137
Total body Water (l)	0.143	-0.055	-0.024	0.152	0.101	-0.066
Skeletal Muscle Mass (kg)	0.153	-0.051	-0.030	0.151	0.099	-0.061
Body Fat Mass (kg)	-0.136	-0.197	0.303	0.194	-0.263	0.174
Body Fat Mass (kg)	-0.079	-0.004	0.377	-0.076	0.078	0.166
Weight (kg)	0.143	-0.025	0.263	0.123	0.111	0.024
Waist-Hip ratio	-0.119	-0.114	-0.130	-0.176	0.115	0.137

2) As can be seen from Geumeum constitution [Table 11], there was a positive correlation between TR and BMI (r=0.418) in Geumeum constitution, NR, skeletal muscle mass (r=0.434), and body water (r= 0.438), body weight (r=0.333) showed a positive correlation, and PAR and lean mass showed a positive correlation (r=0.297).

A person's correlation between the iris index and the body composition index in abstinence constitution (N = 50)

	ID(grade)	PD (grade)	NR (grade)	TR (grade)	ANWR(ratio)	PAR(ratio)
BMI (kg/㎡)	-0.156	0.111	0.158	0.418**	-0.135	0.123
Percent Body Fat (%)	-0.112	0.064	-0.215	0.142	-0.277	0.141
Total body Water (l)	-0.120	-0.060	0.434**	0.165	0.129	0.078
Skeletal Muscle Mass (kg)	-0.114	-0.066	0.438**	0.167	0.143	0.079
Body Fat Mass (kg)	0.125	-0.012	-0.027	0.046	-0.068	0.297*
Body Fat Mass (kg)	-0.100	0.084	0.003	0.225	-0.249	0.176
Weight (kg)	-0.154	0.010	0.333*	0.267	-0.061	0.176
Waist-Hip ratio	-0.139	0.207	-0.048	0.102	-0.267	0.042

3) Shepherd constitution

As can be seen from [Table 12], the positive correlation between ID, body water (r=0.292), and skeletal muscle mass (r=0.290) was shown in the sheep constitution. ANWR and lean mass were negatively correlated (r=-0.270), and PAR and lean mass (r=0.424), body fat mass (r=0.283), and body fat percentage (r=0.264) were positively correlated.

Human correlation between iris index and body composition index in the sheep constitution (N = 73)

	ID(grade)	PD (grade)	NR (grade)	TR (grade)	ANWR(ratio)	PAR(ratio)
BMI (kg/㎡)	-0.011	-0.088	0.037	-0.018	-0.046	0.204
Percent Body Fat (%)	-0.226	-0.147	0.230	0.041	-0.068	0.264 *
Total body Water (l)	0.292*	0.122	-0.176	-0.057	-0.031	-0.001
Skeletal Muscle Mass (kg)	0.290*	0.120	-0.173	-0.062	-0.029	-0.003
Body Fat Mass (kg)	-0.005	-0.074	-0.057	-0.025	-0.270*	0.424**
Body Fat Mass (kg)	-0.033	-0.067	0.084	0.017	-0.097	0.283*
Weight (kg)	0.182	0.044	-0.071	-0.029	-0.078	0.164
Waist-Hip ratio	0.094	0.101	0.132	0.036	-0.046	-0.082

4) As can be seen from the soil constitution [Table 13], in the soil constitution, there was a negative correlation between PD and body fat percentage (r=-0.244) and a positive correlation between PAR and lean mass (r=0.356). appear.

Human correlation between iris index and body composition index in soil constitution (N = 83)

	ID(grade)	PD (grade)	NR (grade)	TR (grade)	ANWR(ratio)	PAR(ratio)
BMI (kg/㎡)	-0.025	-0.112	-0.063	-0.026	-0.068	0.016
Percent Body Fat (%)	-0.162	-0.244*	0.004	-0.066	-0.214	0.173
Total body Water (l)	0.125	0.024	-0.096	0.054	0.222 *	-0.064
Skeletal Muscle Mass (kg)	0.079	0.069	-0.033	0.110	0.180	-0.096
Body Fat Mass (kg)	-0.082	-0.084	0.025	0.038	-0.016	0.356**
Body Fat Mass (kg)	-0.138	-0.184	-0.004	0.028	-0.136	0.104
Weight (kg)	0.018	-0.124	-0.095	0.020	0.077	0.039
Waist-Hip ratio	-0.006	-0.017	0.013	-0.089	-0.014	-0.146

To summarize the above-described experimental examples, when the correlation analysis between the iris index, body composition index, and HRV was performed regardless of constitution, in the analysis of the iris index and body composition index, the greater the PAR, the greater the BMI, weight, lean mass, and body fat mass. As disclosed in the applicant's patent, PAR coincided with the portion in which body water, protein, and minerals had a significant positive correlation with lean mass and basal metabolic rate. As ANWR increased, lean mass, body fat mass, and body fat percentage decreased. The inner side of the ANWR is controlled by the sphincter, and the outer side is controlled by the dilator muscle.

If the area inside the autonomic ring where the sphincter is located is relatively wide, it means that there is a lot of constant tension in the parasympathetic nervous system. correction is needed

In the correlation analysis between the iris index and HRV, the LF/HF value increased as the ID increased. ID does with the more extroverted tendencies, and increased the number of breaks (lacuna), ID is increased more, Im ¹² has a high autonomy, the higher the ID, and boindago daring trends. LF/HF is an index indicating the ratio of sympathetic and parasympathetic nerves, and increased LF/HF means dominance of the sympathetic nervous system.

The higher the PAR, the higher the heart rate, and the more PD, the lower the heart rate.

On the other hand, in the correlation analysis between the iris index and the body composition index according to the body constitution, as shown in [Table 14], different correlations were shown for each constitution.

In Geumyang constitution, NR and BMI were positively correlated, and in Geumyang constitution, NR and skeletal muscle mass, body water, and weight showed a positive correlation.

Larsson's study reported that people with more NR had a lower ability to control impulses than those with less.

Therefore, in the case of Geumyang and Geumeum constitutions, as the NR increases, the ability to control impulses decreases, indicating a relative increase in weight or BMI.

There was a positive correlation between ID, skeletal muscle mass, and body water in the shepherd's constitution. In soil constitution, there was a negative correlation between PD and body fat percentage, and a positive correlation between PAR and lean mass. This is a result that was not generally obtained when the constitution was analyzed without classification. Therefore, it is possible to consider the possibility that NR in the case of Geumyang and Geumeum, ID in the case of Mokyang, and PD in the case of soil constitution are indicators that can indicate the peculiarities of constitution. have.

In the analysis of the correlation between the iris index and HRV according to the body constitution, different correlations were shown for each constitution. In Geumyang constitution, the positive correlation between ID and LF/HF was shown as before the constitutional classification.

TR and heart rate showed a positive correlation. It is recognized that TR is caused by excessive contraction, relaxation, or prolonged fiber tension in the superficial iris fibers ¹¹ . Therefore, an increase in TR can be inferred by hyperactivity of the sympathetic nervous system. PAR and LF/HF showed a negative correlation. In the Geum-eum constitution, a positive correlation between TR and LF/HF was found, suggesting a correlation between the increase of TR and the sympathetic nervous system as in the Geum-yang constitution. PAR, LF/HF, and heart rate showed a positive correlation in the shepherd's constitution. This is the opposite result of the negative correlation between PAR and LF/HF in Geumyang constitution. In soil constitution, a positive correlation was found between ID and LF/HF. This was the same as the result in Geumyang constitution.

[Table 14] shows the correlation between the Hongjae index, HRV, and BMI according to the 8 constitutions when analysis was performed by dividing the constitution.

[Correction 18.09.2020 under Rule 91]

In general, when analyzing the iris index, body composition, and HRV, and as can be seen from [Table 14], when the analysis was performed by dividing the constitution, the tendency of the results was different.

9 to 12 are photographs showing NR in Geumyang constitution, TR in Geumeum constitution, lacuna in Mokyang constitution, and PD in soil constitution, respectively.

As a result of the analysis of the iris index and body composition index before constitutional classification, PAR and ANWR showed significant correlations, whereas in the analysis results by arm constitution, NR and TR were significant in Geumyang and Geumeum constitution, ID in Mokyang constitution, and soil constitution in PD. has appeared Analysis of the iris index and HRV showed a tendency to show a significant relationship between LF/HF and HR.

As a whole, the correlation analysis results and the significant indicators for each constitution were different, indicating that the different iris indicators for each constitution indicate the peculiarity of the constitution.

In addition, some of the same indicators showed different results, indicating that the autonomic nervous system responses at rest of the two constitutions are different, and it can be seen that the constitutional autonomic nervous system balance control may appear differently.

The objective arm constitution diagnosis system and method according to an embodiment of the present invention uses iris indicators that can be easily and simply quantitatively evaluated, heart rate variability and body composition analysis to evaluate autonomic nerve activity, iris indicators and biosignals according to arm constitution. By diagnosing the body constitution objectively, it can be effectively used for treatment, food classification and regimen according to each constitution.

Claims (13)

1. a user terminal of a user who requests a diagnosis of the body constitution and treatment, food classification, and regimen according to the diagnosis;

   an arm constitution diagnosis server for objectively diagnosing a user's constitution according to a user's request of the user terminal and providing a customized prescription; and

   It is connected to the user terminal and the arm constitution diagnosis server through a network so that the arm constitution diagnosis server can objectively diagnose and provide customized prescription, and 8 constitutional pulse information, redness index, HRV information, body composition index information, and their correlation An objective arm constitution diagnosis system including an objective data providing server that provides information.
2. The method of claim 1,

   The arm constitution diagnosis server includes an information acquisition unit that acquires iris index, body composition index, HRV, and pulse information of 8 constitutions from the user terminal and the objective data providing server, and a correlation between the information obtained through the information acquisition unit An information generating unit that determines gender and generates objective arm constitution diagnosis information with guaranteed objectivity, a learning unit learning the objective information generated through the information generating unit, and an AI objective supporting the information generating unit using artificial intelligence By examining the objective validity of the information generated through the diagnosis unit and the information generating unit, reclassifying and correcting the arm constitution information using the information provided by the AI objective diagnosis unit for cases outside the statistical standard deviation range An objective arm constitution diagnosis system comprising a reclassification/correction unit, the information acquisition unit, the information generation unit, the AI objective diagnosis unit, and a database for storing and registering information of the reclassification/correction unit.
3. 3. The method of claim 2,

   The information generating unit includes an 8 constitutional pulse validity review unit that reviews the validity of 8 constitutional pulses, an iris index/age correlation review section that reviews the correlation between the iris index and age, and an iris that reviews the correlation between the iris index and autonomic nerve activity An objective arm comprising an index/HRV correlation review unit, a body composition index correlation review unit for Hongjae index that examines the correlation between iris index and body composition index, and a constitutional correlation review unit to review iris index, autonomic nerve activity, and body composition index by constitution body diagnosis system.
4. In the objective arm constitution diagnosis method using the objective arm constitution diagnosis system according to any one of claims 1 to 3,

   Determining the validity of the pulse of the 8 constitutions for any one of the 8 constitutions transmitted by pulse through the 8 constitutional pulse expert terminal;

   determining the validity of the iris index and age by using the user's age received through the user terminal and the iris index characteristic received from the iris diagnosis expert terminal;

   determining the validity of the iris index and the body composition index using the iris index characteristics received from the iris diagnosis expert terminal and the body composition index received from the body composition index evaluation terminal;

   Determining validity by using the correlation between the iris index and autonomic activity by using the iris index characteristics received from the iris diagnosis expert terminal and the autonomic activity calculated using the heart rate variability measured by the heart rate variability measuring unit Wow,

   The user's iris index received from the iris diagnosis expert terminal, the autonomic nerve activity of the autonomic nerve activity evaluation terminal, the user's body composition index received from the body composition index evaluation terminal, and the pulse received from the 8 constitutional pulse expert terminal An objective arm constitution diagnosis method comprising the step of judging the validity of the true pulse result using correlations such as redness index for each constitution, autonomic nerve activity, and body composition index using the results.
5. 5. The method of claim 4,

   The step of judging the validity of the eight constitutional pulses includes the steps of determining that there is validity if the received true pulse constitution is one of soil, sheep, gold, and gold constitution;

   The step of determining the validity through the correlation between the iris index and the age includes determining that the PAR decreases as the age of the user increases and the PD increases as the validity is determined.
6. 6. The method of claim 5,

   In the step of determining validity using the correlation between the iris index and autonomic activity, the higher the ID, the higher the LF/HF value, the higher the ID, the greater the number of lacunas, the larger the PAR, the higher the heart rate. Conversely, an objective arm constitution promotion method comprising the step of judging that the higher the PD, the higher the validity when the heart rate decreases.
7. 6. The method of claim 5,

   The step of judging the validity using the correlation between the Hongjae index and the body composition index is to determine that the greater the PAR, the higher the BMI, body weight, lean mass, and body fat mass. Objective arm constitution advancement method.
8. 6. The method of claim 5,

   In the step of judging the validity using the correlation of the Hongjae index, autonomic nerve activity, and body composition index for each constitution, a positive correlation between NR and BMI is shown in the Geumyang constitution, and NR and skeletal muscle mass, body water, and body weight are positive in the Geum-eum constitution. The correlation is shown, the positive correlation between ID, skeletal muscle mass, and body water is shown in the sheep constitution, the negative correlation between PD and body fat percentage in the soil constitution, and the positive correlation between PAR and lean mass is shown to be valid. An objective method of advancing the body constitution including the step of judging that this is high.
9. 9. The method of claim 8,

   The step of judging the validity using the correlation of the redness index, autonomic nerve activity, and body composition index for each constitution represents a positive correlation between ID and LF/HF for Geumyang constitution, and a positive correlation between TR and heart rate, PAR and LF/HF showed a negative correlation, and for gold and silver, the positive correlation of TR and LF/HF for constitution was positive for PAR, LF/HF, and heart rate in Mokyang constitution, and PAR to PAR and LF/HF in Geumyang constitution. LF/HF shows a negative correlation, and in soil constitution, if it shows a positive correlation between ID and LF/HF, then it is an objective method of advancing the eight constitutions that is judged to be highly valid.
10. 10. The method of claim 9,

    Reclassifying/correcting the information stored in the database unit using artificial intelligence by learning the information stored in the database when it is determined that the validity is low using the 8 constitutional pulse information, the redness index, HRV information, the body composition index information, and their correlation information An objective method of advancing the arm constitution, including
11. 11. The method of claim 10,

    The learning unit learns the information stored in the database unit for the reclassified/corrected information in consideration of the constitution through the reclassification/correction unit, and the AI objective diagnosis unit obtains NR in the case of Geumyang and Geumeum constitution, ID in the case of Mokyang constitution, and soil In constitution, it is an objective arm constitution diagnosis method that judges PD as an index that can indicate the peculiarity of constitution.
12. 12. The method of claim 11,

    As a result of analyzing the iris index and body composition index before classification, the reclassification/correction step using the artificial intelligence showed that PAR and ANWR were important, and LF/HF and HR were important in the analysis of the iris index and HRV. However, in the case of different correlations in the analysis results for each body constitution, NR and TR in the Geumyang and Geumeum constitutions, ID in the Mokyang constitution, and PD in the soil constitution were important correlations. An objective method for advancing the arm constitution, including the step of classifying and correcting it.
13. 12. The method of claim 11,

    The step of reclassifying/correcting using the artificial intelligence makes it possible to learn the overall correlation analysis result and the significant index appearing for each constitution. An objective method of advancing the body constitution using indicators as a singularity of the constitution.

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