KR20200110243A - Method and apparatus for biometric data - Google Patents

Abstract

Disclosed are a biometric data processing method and a device therefor. The biometric data processing method comprises the following steps of: measuring biometric data of a subject; determining a standard range from a graph corresponding to the biometric data; and overlaying the standard range and the biometric data on the graph to provide visualized information to the subject, wherein the graph includes one axis based on age and the other axis based on the biometric data, and the standard range is a range determined according to the age based on stored reference data.

Description

Biometric data processing method and apparatus {METHOD AND APPARATUS FOR BIOMETRIC DATA}

The following description relates to a method and apparatus for processing biometric data.

The biometric data includes various types of information measured in the body of the test subject. Since the standard range may vary depending on the biometric data, it is difficult to interpret the biometric data measured by the test subject.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes ECW/TBW (Whole Body ECW Ratio) data for women, and the standard range is a range determined according to the age based on pre-stored reference data, from 20 years old to the standard range. The upper limit has a value of 0.385 or more and 0.388 or less, the lower limit of the standard range has a value of 0.375 or more and 0.378 or less, and at the age of 30, the upper limit of the standard range has a value of 0.386 or more and 0.388 or less, and the The lower limit of the standard range has a value of 0.376 or more and 0.378 or less, and at the age of 40, the upper limit of the standard range has a value of 0.386 or more and 0.389 or less, and the lower limit of the standard range is 0.376 or more and 0.379 or less. And, at the age of 50, the upper limit of the standard range has a value of 0.387 or more and 0.389 or less, and the lower limit of the standard range has a value of 0.377 or more and 0.379 or less, and at the age of 60, the upper limit of the standard range is It has a value of 0.389 or more and 0.391 or less, and the lower limit of the standard range is 0.379 or more and 0.381 or less.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes VFA (Visceral Fat Area) data for women, and the standard range is a range determined according to the age based on pre-stored reference data. At 20 years old, the upper limit of the standard range is 98.7 Or more, has a value of 113.1 or less, and the lower limit of the standard range has a value of 38.2 or more and 52.6 or less, and at the age of 30, the upper limit of the standard range has a value of 103.0 or more and 118.1 or less, and The lower limit has a value of 39.4 or more and 54.5 or less, and at the age of 40, the upper limit of the standard range has a value of 108.3 or more and 123.7 or less, and the lower limit of the standard range has a value of 43.7 or more and 59.0 or less, and 50 At three ages, the upper limit of the standard range has a value of 114.9 or more and 130.3 or less, the lower limit of the standard range has a value of 49.9 or more and 65.3 or less, and at the age of 60, the upper limit of the standard range is 122.8 or more, It has a value of 138.5 or less, and the lower limit of the standard range is 56.6 or more and 72.3 or less.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes BMI (Body Mass Index) data for women, and the standard range is a range determined according to the age based on previously stored reference data, at the age of 20, the upper limit of the standard range is 24.2 Or more and 24.9 or less, the lower limit of the standard range has a value of 18.6 or more and 19.3 or less, and at the age of 30, the upper limit of the standard range has a value of 24.6 or more and 25.4 or less, and The lower limit has a value of 18.8 or more and 19.5 or less, and at the age of 40, the upper limit of the standard range has a value of 25.3 or more and 26.0 or less, and the lower limit of the standard range has a value of 19.4 or more and 20.1 or less, and 50 At three ages, the upper limit of the standard range has a value of 26.0 or more and 26.7 or less, and the lower limit of the standard range has a value of 20.2 or more and 20.9 or less, and at the age of 60, the upper limit of the standard range is 26.6 or more, It has a value of 27.3 or less, and the lower limit of the standard range is 20.9 or more and 21.6 or less.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes Whole Body Phase Angle data for a woman, and the standard range is a range determined according to the age based on previously stored reference data, at the age of 20, the upper limit of the standard range is 5.3 or more, It has a value of 5.6 or less, and the lower limit of the standard range has a value of 4.3 or more and 4.6 or less, and at the age of 30, the upper limit of the standard range has a value of 5.5 or more and 5.7 or less, and the lower limit of the standard range is It has a value of 4.5 or more and 4.7 or less, and at the age of 40, the upper limit of the standard range has a value of 5.5 or more and 5.8 or less, and the lower limit of the standard range has a value of 4.6 or more and 4.8 or less, and the age of 50 In, the upper limit of the standard range has a value of 5.5 or more and 5.7 or less, the lower limit of the standard range has a value of 4.6 or more and 4.8 or less, and at the age of 60, the upper limit of the standard range is 5.4 or more and 5.6 or less And the lower limit of the standard range is 4.5 or more and 4.7 or less.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes WHR (Waist Hip Ratio) data for women, and the standard range is a range determined according to the age based on pre-stored reference data, at the age of 20, the upper limit of the standard range is 0.88 Or more, has a value of 0.89 or less, and the lower limit of the standard range has a value of 0.79 or more and 0.80 or less, and at the age of 30, the upper limit of the standard range has a value of 0.89 or more and 0.90 or less, and The lower limit has a value of 0.79 or more and 0.80 or less, and at the age of 40, the upper limit of the standard range has a value of 0.90 or more and 0.91 or less, and the lower limit of the standard range has a value of 0.80 or more and 0.81 or less, and 50 At three ages, the upper limit of the standard range has a value of 0.91 or more and 0.92 or less, and the lower limit of the standard range has a value of 0.81 or more and 0.82 or less, and at the age of 60, the upper limit of the standard range is 0.92 or more, It has a value of 0.93 or less, and the lower limit of the standard range has a value of 0.82 or more and 0.83 or less.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes FFMI (Fat Free Mass Index) data for women, and the standard range is a range determined according to the age based on previously stored reference data, at the age of 20, the upper limit of the standard range is It has a value of 16.0 or more and 16.2 or less, and the lower limit of the standard range has a value of 13.5 or more and 13.8 or less, and at the age of 30, the upper limit of the standard range has a value of 16.4 or more and 16.7 or less, and the standard range The lower limit of has a value of 13.9 or more and 14.2 or less, at the age of 40, the upper limit of the standard range has a value of 16.8 or more and 17.1 or less, and the lower limit of the standard range has a value of 14.2 or more and 14.5 or less, At the age of 50, the upper limit of the standard range has a value of 17.0 or more and 17.3 or less, and the lower limit of the standard range has a value of 14.5 or more and 14.8 or less, and at the age of 60, the upper limit of the standard range is 17.1 or more. , Has a value of 17.4 or less, and the lower limit of the standard range is 14.7 or more and 15.0 or less.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes PBF (Percent Body Fat) data for women, and the standard range is a range determined according to the age based on previously stored reference data, at the age of 20, the upper limit of the standard range is 36.2 Or more and 37.6 or less, the lower limit of the standard range has a value of 24.4 or more and 25.8 or less, and at the age of 30, the upper limit of the standard range has a value of 35.6 or more and 37.1 or less, and The lower limit has a value of 23.2 or more and 24.7 or less, and at the age of 40, the upper limit of the standard range has a value of 35.8 or more and 37.3 or less, and the lower limit of the standard range has a value of 23.6 or more and 25.1 or less, and 50 At three ages, the upper limit of the standard range has a value of 36.7 or more and 38.1 or less, and the lower limit of the standard range has a value of 24.9 or more and 26.4 or less, and at the age of 60, the upper limit of the standard range is 38.0 or more, It has a value of 39.4 or less, and the lower limit of the standard range is 26.5 or more and 27.9 or less.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes weight data for women, and the standard range is a range determined according to the age based on pre-stored reference data.At the age of 20, the upper limit of the standard range is 63.8 or more and 65.7 or less. The lower limit of the standard range has a value of 47.8 or more and 49.7 or less, and at the age of 30, the upper limit of the standard range has a value of 65.0 or more and 67.0 or less, and the lower limit of the standard range is 49.0 or more, Has a value of 51.0 or less, and at the age of 40, the upper limit of the standard range has a value of 65.8 or more and 67.7 or less, and the lower limit of the standard range has a value of 50.2 or more and 52.1 or less, and at the age of 50, the The upper limit of the standard range has a value of 66.2 or more and 68.0 or less, and the lower limit of the standard range has a value of 50.9 or more and 52.8 or less, and at the age of 60, the upper limit of the standard range is 66.0 or more and 67.8 or less. And the lower limit of the standard range is 51.1 or more and 52.9 or less.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes ECW/TBW (Whole Body ECW Ratio) data for women, and the standard range is a range determined according to the age based on previously stored reference data, from 30 years of age to the standard range. The upper limit has a value of 0.90 times or more and 1.10 times or less of the upper limit of the standard range of 20 years old, and the lower limit of the standard range has a value of 0.90 times or more and 1.10 times or less of the lower limit of the standard range of 20 years old, At the age of 40, the upper limit of the standard range has a value of 0.90 times or more and 1.10 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.90 times or more of the lower limit of the standard range of 30 years old. , Has a value of 1.10 times or less, and at the age of 50, the upper limit of the standard range has a value of 0.90 times or more and 1.10 times or less of the upper limit of the standard range of 40 years old, and the lower limit of the standard range is 40 years old. Has a value of 0.90 times or more and 1.10 times or less of the lower limit of the standard range of, and at 60 years old, the upper limit of the standard range has a value of 0.90 times or more and 1.11 times or less of the upper limit of the standard range of 50 years old, The lower limit of the standard range has a value of 0.90 times or more and 1.11 times or less of the lower limit of the standard range of 50 years old.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes VFA (Visceral Fat Area) data for women, and the standard range is a range determined according to the age based on pre-stored reference data, at the age of 30, and the upper limit of the standard range is 20 It has a value of 0.94 times or more and 1.15 times or less of the upper limit of the standard range of age of age, and the lower limit of the standard range has a value of 0.93 times or more and 1.14 times or less of the lower limit of the standard range of 20 years old, and 40 years old In, the upper limit of the standard range has a value of 0.94 times or more and 1.15 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.99 times or more and 1.20 times the lower limit of the standard range of 30 years old. Has a value of less than, and at the age of 50, the upper limit of the standard range is 0.95 times or more and 1.16 times or less of the upper limit of the standard range of 40 years old, and the lower limit of the standard range is the standard range of 40 years of age. Has a value of not less than 1.01 times and not more than 1.23 times the lower limit of, and at the age of 60, the upper limit of the standard range has a value of 0.96 times or more and 1.17 times or less of the upper limit of the standard range of 50 years old, and the standard range The lower limit of is not less than 1.01 times and not more than 1.23 times the lower limit of the standard range for age 50.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes BMI (Body Mass Index) data for women, and the standard range is a range determined according to the age based on pre-stored reference data, at the age of 30, the upper limit of the standard range is 20 It has a value of 0.92 times or more and 1.12 times or less of the upper limit of the standard range of age of age, and the lower limit of the standard range has a value of 0.91 times or more and 1.11 times or less of the lower limit of the standard range of 20 years old. In, the upper limit of the standard range has a value of 0.92 times or more and 1.13 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.93 times or more and 1.13 times the lower limit of the standard range of 30 years old. Has a value of less than or equal to 50 years old, the upper limit of the standard range is 0.92 times or more and 1.13 times the upper limit of the standard range of 40 years old, and the lower limit of the standard range is the standard range of 40 years old Has a value of 0.93 times or more and 1.14 times or less of the lower limit of, and at the age of 60, the upper limit of the standard range has a value of 0.92 times or more and 1.13 times or less of the upper limit of the standard range at 50 years old, and the standard range The lower limit of is not less than 0.93 times and not more than 1.14 times the lower limit of the standard range for age 50.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes Whole Body Phase Angle data for women, and the standard range is a range determined according to the age based on pre-stored reference data, from 30 years old, and the upper limit of the standard range is 20 years old. Has a value of 0.92 times or more and 1.13 times or less of the upper limit of the standard range of, and the lower limit of the standard range has a value of 0.93 times or more and 1.13 times or less of the lower limit of the standard range of 20 years old, at the age of 40, The upper limit of the standard range has a value of 0.91 times or more and 1.11 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.92 times or more and 1.12 times or less of the lower limit of the standard range of 30 years old. Has a value, and at the age of 50, the upper limit of the standard range has a value of 0.90 times or more and 1.10 times or less of the upper limit of the standard range of 40 years of age, and the lower limit of the standard range is the lower limit of the standard range of 40 years of age. Has a value of 0.90 times or more and 1.10 times or less, and at the age of 60, the upper limit of the standard range has a value of 0.88 times or more and 1.07 times or less of the upper limit of the standard range of 50 years old, and the lower limit of the standard range Has a value greater than or equal to 0.88 times and less than or equal to 1.07 times the lower limit of the standard range for age 50.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes WHR (Waist Hip Ratio) data for women, and the standard range is a range determined according to the age based on pre-stored reference data, at the age of 30, the upper limit of the standard range is 20 It has a value of 0.91 times or more and 1.11 times or less of the upper limit of the standard range of age of age, and the lower limit of the standard range has a value of 0.90 times or more and 1.11 times or less of the lower limit of the standard range of 20 years old. In, the upper limit of the standard range has a value of 0.91 times or more and 1.11 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.91 times or more and 1.11 times the lower limit of the standard range of 30 years old. Has a value of less than or equal to 50 years old, the upper limit of the standard range is 0.91 times or more and 1.11 times the upper limit of the standard range of 40 years old, and the lower limit of the standard range is the standard range of 40 years old Has a value of 0.91 times or more and 1.12 times or less of the lower limit of, and at the age of 60, the upper limit of the standard range has a value of 0.91 times or more and 1.11 times or less of the upper limit of the standard range of 50 years old, and the standard range The lower limit of is not less than 0.91 times and not more than 1.11 times the lower limit of the standard range for age 50.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes FFMI (Fat Free Mass Index) data for women, and the standard range is a range determined according to the age based on previously stored reference data, at the age of 30, and the upper limit of the standard range is It has a value of 0.93 times or more and 1.13 times or less of the upper limit of the standard range of 20 years old, and the lower limit of the standard range has a value of 0.92 times or more and 1.13 times or less of the lower limit of the standard range of 20 years old, 40 years old In age, the upper limit of the standard range has a value of 0.92 or more and 1.12 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.92 or more and 1.13 of the lower limit of the standard range of 30 years old. Has a value less than or equal to 50 years old, the upper limit of the standard range has a value equal to or greater than 0.91 times and less than 1.11 times the upper limit of the standard range at 40 years old, and the lower limit of the standard range is the standard at 40 years old Has a value equal to or greater than 0.92 times and equal to or less than 1.12 times the lower limit of the range, and at the age of 60, the upper limit of the standard range has a value equal to or greater than 0.90 times and equal to or less than 1.11 times the upper limit of the standard range at age 50, and the standard The lower limit of the range is at least 0.91 times the lower limit of the standard range for age 50 and not more than 1.11 times.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes PBF (Percent Body Fat) data for women, and the standard range is a range determined according to the age based on previously stored reference data, at the age of 30, and the upper limit of the standard range is 20 It has a value of 0.89 times or more and 1.08 times or less of the upper limit of the standard range of age of age, and the lower limit of the standard range has a value of 0.86 times or more and 1.05 times or less of the lower limit of the standard range of 20 years old. In, the upper limit of the standard range has a value of 0.91 times or more and 1.11 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.91 times or more and 1.12 times the lower limit of the standard range of 30 years old. Has a value of less than or equal to 50 years old, the upper limit of the standard range is 0.92 times or more and 1.13 times the upper limit of the standard range of 40 years old, and the lower limit of the standard range is the standard range of 40 years old Has a value of 0.95 times or more and 1.16 times or less of the lower limit of, and at the age of 60, the upper limit of the standard range has a value of 0.93 times or more and 1.14 times or less of the upper limit of the standard range of 50 years old, and the standard range The lower limit of is not less than 0.96 times and not more than 1.17 times the lower limit of the standard range for age 50.

A method of processing biometric data according to an embodiment includes measuring biometric data of a subject; Determining a standard range from a graph corresponding to the biometric data; And providing visualized information to the test subject by overlaying the standard range and the biometric data on the graph, wherein the graph includes one axis based on age and the other axis based on the biometric data, The biometric data includes weight data for women, and the standard range is a range determined according to the age based on pre-stored reference data, at the age of 30, and the upper limit of the standard range is the standard range of the age of 20 Has a value of 0.92 or more and 1.12 times or less of the upper limit of, and the lower limit of the standard range has a value of 0.92 or more and 1.13 times or less of the lower limit of the standard range of 20 years old, and at the age of 40, the standard range The upper limit of is 0.91 times or more and 1.11 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.92 times or more and 1.12 times or less of the lower limit of the standard range of 30 years old. , At the age of 50, the upper limit of the standard range has a value of 0.90 times or more and 1.11 times or less of the upper limit of the standard range of 40 years old, and the lower limit of the standard range is 0.91 times the lower limit of the standard range of 40 years old. Has a value equal to or less than 1.12 times, and at the age of 60, the upper limit of the standard range is 0.90 times or more and 1.10 times or less of the upper limit of the standard range of 50 years old, and the lower limit of the standard range is 50 years old. It has a value not less than 0.90 times and not more than 1.10 times the lower limit of the standard range of age.

1 is a diagram illustrating a biometric data processing apparatus according to an embodiment.
2 is a diagram illustrating a result screen output according to an embodiment.
3 to 16 are examples of result screens according to an embodiment.
17 is a diagram illustrating a method of processing biometric data according to an embodiment.

Specific structural or functional descriptions of the embodiments are disclosed for illustrative purposes only, and may be changed in various forms and implemented. Accordingly, the embodiments are not limited to a specific disclosure form, and the scope of the present specification includes changes, equivalents, or substitutes included in the technical idea.

Although terms such as first or second may be used to describe various components, these terms should be interpreted only for the purpose of distinguishing one component from other components. For example, a first component may be referred to as a second component, and similarly, a second component may be referred to as a first component.

When a component is referred to as being "connected" to another component, it is to be understood that it may be directly connected or connected to the other component, but other components may exist in the middle.

Singular expressions include plural expressions unless the context clearly indicates otherwise. In the present specification, terms such as "comprise" or "have" are intended to designate that the described feature, number, step, action, component, part, or combination thereof exists, but one or more other features or numbers, It is to be understood that the presence or addition of steps, actions, components, parts, or combinations thereof, does not preclude the possibility of preliminary exclusion.

Unless otherwise defined, all terms, including technical or scientific terms, used herein have the same meaning as commonly understood by one of ordinary skill in the relevant technical field. Terms as defined in a commonly used dictionary should be interpreted as having a meaning consistent with the meaning in the context of the related technology, and should not be interpreted as an ideal or excessively formal meaning unless explicitly defined in this specification. Does not.

Hereinafter, embodiments will be described in detail with reference to the accompanying drawings. Specific structural or functional descriptions below are exemplified for the purpose of describing the embodiments only, and the scope of the embodiments should not be construed as being limited to the content described in the text. Those of ordinary skill in the related art can make various modifications and variations from these descriptions. In addition, the same reference numerals shown in each drawing denote the same member, and known functions and structures will be omitted.

1 is a diagram illustrating a biometric data processing apparatus according to an embodiment.

Referring to FIG. 1, a biometric data processing apparatus 100 according to an exemplary embodiment includes a memory 110 and a processor 120.

The biometric data processing apparatus 100 measures biometric data of a subject. Biometric data includes Whole Body ECW Ratio(ECW/TBW), Visceral Fat Area(VFA,cm²), Body Mass Index(BMI,kg/m²), Whole Body Phase Angle_50kHz(PhA,°), Waist Hip Ratio(WHR), Fat Free Mass Index (FFMI,kg/m²), Percent Body Fat (PBF,%), Wegiht (kg), etc. are included.

The biometric data processing apparatus 100 determines a graph corresponding to the biometric data. The graph includes one axis based on age and the other axis based on the biometric data. In addition, the graph includes a predetermined range corresponding to age and based on previously measured biometric data. Here, the predetermined range may represent an average range of corresponding ages. In this specification, the average range may also be expressed as a standard range for convenience of description.

The biometric data processing apparatus 100 displays the measured biometric data on a graph. The biometric data processing apparatus 100 may display biometric data on a graph corresponding to the age of the test subject. As such, the measured biometric data of the subject is overlayed on a graph including a predetermined range according to age and visualized information is provided to the subject, so that the subject can intuitively recognize the healthy degree of his or her physical condition.

The memory 110 may include instructions that can be read by a computer. The processor 120 may perform the aforementioned operations as instructions stored in the memory 110 are executed by the processor 120. The memory 110 may be a volatile memory or a nonvolatile memory.

2 is a diagram illustrating a result screen output according to an embodiment.

The graph shown in FIG. 2 may correspond to specific biometric data. Such biometric data may be displayed as an item name 210. In the graph, the horizontal axis may be based on age, and the vertical axis may be based on biometric data. In the graph illustrated in FIG. 2, two lines are drawn, and a range defined by these two lines may represent an average range. This average range may be determined based on biometric data previously measured according to age. Among the two lines, the upper line may represent the upper limit of the average range, and the lower line may represent the lower limit of the average range. As illustrated by way of example in FIG. 2, the upper limit of the average range corresponding to the thirties may be determined within the first range 220, and the lower limit may also be determined within the second range 230. Likewise, the upper and lower limits of the average range may be determined in the same manner for the remaining ages.

When the subject's biometric data falls within the average range, that is, when the subject's biometric data has a value between the upper and lower limits of the average range, the test subject can intuitively recognize that the subject has an average biological condition at the age of the test subject. . Alternatively, if the subject's biometric data is positioned higher than the average range in the graph, the subject may intuitively recognize that the subject has a poor biometric condition in the subject's age. Alternatively, if the subject's own biometric data is positioned lower than the average range in the graph, the subject can intuitively recognize that he or she has a good biometric condition at the subject's age. Conversely, depending on the type of biometric data, when the subject's biometric data is higher than the average range in the graph, it indicates that the subject has a good living condition at the age of the subject, and when the subject’s biometric data is lower than the average range in the graph, It may also indicate that you have poor living conditions in your age.

For example, the range in which the upper and lower limits of the average range are determined may be as follows. In the following embodiments, "m+sd" may represent the upper limit of the average range, and "m-sd" may represent the lower limit of the average range.

male Item name age m-sd minimum m-sd maximum m+sd minimum m+sd maximum Whole Body ECW Ratio(ECW/TBW) 20 0.365 0.368 0.375 0.378 30 0.367 0.369 0.377 0.379 40 0.368 0.371 0.378 0.381 50 0.370 0.373 0.380 0.383 60 0.372 0.375 0.384 0.386 Visceral Fat Area(VFA,cm²) 20 16.3 31.4 76.2 91.4 30 34.3 49.4 94.0 109.1 40 42.4 56.7 99.1 113.4 50 44.3 57.7 97.4 110.8 60 43.7 56.6 95.1 108.0 Body Mass Index(BMI,kg/m²) 20 20.1 21.0 26.4 27.3 30 21.7 22.5 27.8 28.6 40 22.4 23.1 28.1 28.9 50 22.4 23.1 27.9 28.6 60 22.0 22.7 27.3 28.0 Whole Body Phase Angle_50kHz(PhA,°) 20 5.7 6.0 6.8 7.1 30 5.8 6.0 6.8 7.0 40 5.7 6.0 6.7 7.0 50 5.5 5.8 6.6 6.8 60 5.3 5.5 6.3 6.6 Waist Hip Ratio(WHR) 20 0.79 0.81 0.91 0.93 30 0.82 0.84 0.94 0.96 40 0.83 0.85 0.95 0.96 50 0.83 0.85 0.94 0.96 60 0.83 0.84 0.94 0.95 Fat Free Mass Index(FFMI,kg/m²) 20 17.1 17.6 20.6 21.0 30 17.6 18.1 20.9 21.3 40 17.8 18.2 20.9 21.3 50 17.7 18.1 20.7 21.1 60 17.3 17.7 20.2 20.6 Percent Body Fat(PBF,%) 20 11.0 12.9 24.9 26.8 30 14.8 16.5 27.4 29.2 40 16.6 18.2 28.2 29.8 50 17.3 18.8 28.2 29.7 60 17.6 19.1 28.3 29.8 Weight(kg) 20 60.4 63.3 81.5 84.4 30 65.8 68.6 86.2 89.1 40 66.9 69.6 86.4 89.1 50 65.2 67.7 83.7 86.3 60 62.1 64.5 79.8 82.3

female Item name age m-sd minimum m-sd maximum m+sd minimum m+sd maximum Whole Body ECW Ratio(ECW/TBW) 20 0.375 0.378 0.385 0.388 30 0.376 0.378 0.386 0.388 40 0.376 0.379 0.386 0.389 50 0.377 0.379 0.387 0.389 60 0.379 0.381 0.389 0.391 Visceral Fat Area(VFA,cm²) 20 38.2 52.6 98.7 113.1 30 39.4 54.5 103.0 118.1 40 43.7 59.0 108.3 123.7 50 49.9 65.3 114.9 130.3 60 56.6 72.3 122.8 138.5 Body Mass Index(BMI,kg/m²) 20 18.6 19.3 24.2 24.9 30 18.8 19.5 24.6 25.4 40 19.4 20.1 25.3 26.0 50 20.2 20.9 26.0 26.7 60 20.9 21.6 26.6 27.3 Whole Body Phase Angle_50kHz(PhA,°) 20 4.3 4.6 5.3 5.6 30 4.5 4.7 5.5 5.7 40 4.6 4.8 5.5 5.8 50 4.6 4.8 5.5 5.7 60 4.5 4.7 5.4 5.6 Waist Hip Ratio(WHR) 20 0.79 0.80 0.88 0.89 30 0.79 0.80 0.89 0.90 40 0.80 0.81 0.90 0.91 50 0.81 0.82 0.91 0.92 60 0.82 0.83 0.92 0.93 Fat Free Mass Index(FFMI,kg/m²) 20 13.5 13.8 16.0 16.2 30 13.9 14.2 16.4 16.7 40 14.2 14.5 16.8 17.1 50 14.5 14.8 17.0 17.3 60 14.7 15.0 17.1 17.4 Percent Body Fat(PBF,%) 20 24.4 25.8 36.2 37.6 30 23.2 24.7 35.6 37.1 40 23.6 25.1 35.8 37.3 50 24.9 26.4 36.7 38.1 60 26.5 27.9 38.0 39.4 Weight(kg) 20 47.8 49.7 63.8 65.7 30 49.0 51.0 65.0 67.0 40 50.2 52.1 65.8 67.7 50 50.9 52.8 66.2 68.0 60 51.1 52.9 66.0 67.8

In one embodiment, the ranges specified in numerical values in Tables 1 and 2 may be specified in relative ratios as shown in Tables 3 and 4. For example, when the biometric data is ECW/TBW data for women, at the age of 30, the upper limit of the standard range has a value of 0.90 times or more and 1.10 times or less of the upper limit of the standard range at age 20, and the standard range The lower limit of is 0.90 times or more and 1.10 times or less of the lower limit of the standard range for 20 years old, and at 40 years old, the upper limit of the standard range is 0.90 times or more and 1.10 times or less of the upper limit of the standard range for 30 years old. And the lower limit of the standard range is 0.90 times or more and 1.10 times or less of the lower limit of the standard range for 30 years old, and at 50 years old, the upper limit of the standard range is of the upper limit of the standard range at 40 years old. It has a value of 0.90 times or more and 1.10 times or less, and the lower limit of the standard range is 0.90 times or more and 1.10 times or less of the lower limit of the standard range for 40 years old, and at 60 years old, the upper limit of the standard range is 50 years old. It has a value of 0.90 times or more and 1.11 times or less of the upper limit of the standard range of age, and the lower limit of the standard range may have a value of 0.90 times or more and 1.11 times or less of the lower limit of the standard range of 50 years old.

male Item name age m-sd minimum ratio m-sd maximum ratio m+sd minimum ratio m+sd maximum ratio Whole Body ECW Ratio(ECW/TBW) 20 - - - - 30 0.90 1.11 0.90 1.10 40 0.90 1.10 0.90 1.10 50 0.90 1.10 0.90 1.11 60 0.91 1.11 0.91 1.11 Visceral Fat Area(VFA,cm²) 20 - - - - 30 1.58 1.93 1.09 1.33 40 1.07 1.30 0.94 1.15 50 0.93 1.13 0.88 1.08 60 0.89 1.08 0.88 1.07 Body Mass Index(BMI,kg/m²) 20 - - - - 30 0.97 1.18 0.95 1.16 40 0.93 1.13 0.91 1.11 50 0.90 1.10 0.89 1.09 60 0.89 1.08 0.88 1.08 Whole Body Phase Angle_50kHz(PhA,°) 20 - - - - 30 0.90 1.10 0.89 1.09 40 0.89 1.09 0.89 1.09 50 0.88 1.07 0.88 1.08 60 0.85 1.04 0.87 1.06 Waist Hip Ratio(WHR) 20 - - - - 30 0.93 1.14 0.93 1.13 40 0.91 1.12 0.91 1.11 50 0.90 1.10 0.90 1.10 60 0.89 1.09 0.89 1.09 Fat Free Mass Index(FFMI,kg/m²) 20 - - - - 30 0.93 1.13 0.91 1.12 40 0.91 1.11 0.90 1.10 50 0.89 1.09 0.89 1.09 60 0.88 1.08 0.88 1.08 Percent Body Fat(PBF,%) 20 - - - - 30 1.18 1.44 0.99 1.20 40 1.00 1.23 0.92 1.13 50 0.93 1.14 0.90 1.10 60 0.92 1.12 0.90 1.10 Weight(kg) 20 - - - - 30 0.98 1.19 0.95 1.16 40 0.91 1.12 0.90 1.10 50 0.88 1.07 0.87 1.07 60 0.86 1.05 0.86 1.05

female Item name age m-sd minimum ratio m-sd maximum ratio m+sd minimum ratio m+sd maximum ratio Whole Body ECW Ratio(ECW/TBW) 20 - - - - 30 0.90 1.10 0.90 1.10 40 0.90 1.10 0.90 1.10 50 0.90 1.10 0.90 1.10 60 0.90 1.11 0.90 1.11 Visceral Fat Area(VFA,cm²) 20 - - - - 30 0.93 1.14 0.94 1.15 40 0.99 1.20 0.94 1.15 50 1.01 1.23 0.95 1.16 60 1.01 1.23 0.96 1.17 Body Mass Index(BMI,kg/m²) 20 - - - - 30 0.91 1.11 0.92 1.12 40 0.93 1.13 0.92 1.13 50 0.93 1.14 0.92 1.13 60 0.93 1.14 0.92 1.13 Whole Body Phase Angle_50kHz(PhA,°) 20 - - - - 30 0.93 1.13 0.92 1.13 40 0.92 1.12 0.91 1.11 50 0.90 1.10 0.90 1.10 60 0.88 1.07 0.88 1.07 Waist Hip Ratio(WHR) 20 - - - - 30 0.90 1.11 0.91 1.11 40 0.91 1.11 0.91 1.11 50 0.91 1.12 0.91 1.11 60 0.91 1.11 0.91 1.11 Fat Free Mass Index(FFMI,kg/m²) 20 - - - - 30 0.92 1.13 0.93 1.13 40 0.92 1.13 0.92 1.12 50 0.92 1.12 0.91 1.11 60 0.91 1.11 0.90 1.11 Percent Body Fat(PBF,%) 20 - - - - 30 0.86 1.05 0.89 1.08 40 0.91 1.12 0.91 1.11 50 0.95 1.16 0.92 1.13 60 0.96 1.17 0.93 1.14 Weight(kg) 20 - - - - 30 0.92 1.13 0.92 1.12 40 0.92 1.12 0.91 1.11 50 0.91 1.12 0.90 1.11 60 0.90 1.10 0.90 1.10

Specific values listed in Tables 1 to 4 may have the following meanings. The standard range was not determined based on the results of all people's InBody measurements in Korea, and because the standard range was determined using only the data of those who measured InBody, there may be a difference from the Korean average. In particular, since the InBody measuring device is widely used by people in their 20s and 30s, and the number of measurements tends to decrease as age increases, the degree of difference from the actual value will be large in the age with the least number of data. The degree of difference between the Korean average and the average of the people who measured InBody can be quantified as a standard error, and the standard error can be calculated as standard deviation/sqrt (number of data). In this way, the average of all Koreans can be derived only from the results of the InBody measurement, and at this time, it can be set to ±3 sigma so that the probability of including the Korean average is 99.7% based on the standard error of the age with the smallest data. have.

The specific values described above may change according to race and country.

In addition to the above-described embodiments, various embodiments may be applied without limitation, such as the upper limit of the average range is determined as "mean+an arbitrary number", and the lower limit of the average range is determined as "mean+an arbitrary number".

The first item 240 may represent a region in the graph that is distinguished from the average range. For example, a region corresponding to Normal corresponds to a normal living condition, and a region corresponding to Under may correspond to an insufficient living condition.

In the second item 250, T-score represents a score obtained by comparing the average of data corresponding to the twenties among the previously measured biometric data and the biometric data of the test subject, and the Z-score is the test subject's A score obtained by comparing the biometric data of the test subject to the average of the data corresponding to the age may be displayed.

3 to 16 show examples of result screens according to an embodiment. 3 to 16 respectively illustrate screens on which the standard range of biometric data is output, and registration numbers, weights, heights, ages, genders, etc. written together on the screens may be changed and output according to the test subject. .

17 to 22 illustrate examples of standard ranges determined based on biometric data measured by various devices according to an embodiment. In this case, 270, 370, 570, and 770 may be information for identifying the biometric data measuring device, and examples of standard ranges respectively determined using the biometric data measured by the corresponding measuring device are shown in FIGS. 17 to 22.

23 is a graph illustrating a standard range determined according to a data cleaning method according to an embodiment. The left graph of FIG. 23 shows the standard range determined according to the cleaning method according to the conventional method, and the right graph indicates the standard range determined according to the cleaning method according to an embodiment. The red line in the graph is a reference standard for the Korean obesity index made from data of 18 million Koreans.

24 is a diagram illustrating a method of processing biometric data according to an embodiment.

The biometric data processing method according to an embodiment may be performed by a processor provided in the biometric data processing apparatus.

In step 2410, the biometric data processing apparatus measures biometric data of the test subject. In step 2420, the biometric data processing apparatus determines a standard range from a graph corresponding to the biometric data. In step 2430, the biometric data processing device overlays the standard range and biometric data of the test subject on a graph to provide visualized information to the test subject.

Since the above-described matters through FIGS. 1 to 23 are applied to each of the steps illustrated in FIG. 24 as they are, a more detailed description will be omitted.

The embodiments described above may be implemented as a hardware component, a software component, and/or a combination of a hardware component and a software component. For example, the devices, methods, and components described in the embodiments include, for example, a processor, a controller, an arithmetic logic unit (ALU), a digital signal processor, a microcomputer, a field programmable gate (FPGA). array), programmable logic unit (PLU), microprocessor, or any other device capable of executing and responding to instructions, such as one or more general purpose computers or special purpose computers. The processing device may execute an operating system (OS) and one or more software applications executed on the operating system. In addition, the processing device may access, store, manipulate, process, and generate data in response to the execution of software. For the convenience of understanding, although it is sometimes described that one processing device is used, one of ordinary skill in the art, the processing device is a plurality of processing elements and/or a plurality of types of processing elements. It can be seen that it may include. For example, the processing device may include a plurality of processors or one processor and one controller. In addition, other processing configurations are possible, such as a parallel processor.

The software may include a computer program, code, instructions, or a combination of one or more of these, configuring the processing unit to behave as desired or processed independently or collectively. You can command the device. Software and/or data may be interpreted by a processing device or to provide instructions or data to a processing device, of any type of machine, component, physical device, virtual equipment, computer storage medium or device. , Or may be permanently or temporarily embodyed in a transmitted signal wave. The software may be distributed over networked computer systems and stored or executed in a distributed manner. Software and data may be stored on one or more computer-readable recording media.

The method according to the embodiment may be implemented in the form of program instructions that can be executed through various computer means and recorded in a computer-readable medium. The computer-readable medium may include program instructions, data files, data structures, and the like alone or in combination. The program instructions recorded on the medium may be specially designed and configured for the embodiment, or may be known and usable to those skilled in computer software. Examples of computer-readable recording media include magnetic media such as hard disks, floppy disks, and magnetic tapes, optical media such as CD-ROMs and DVDs, and magnetic media such as floptical disks. -A hardware device specially configured to store and execute program instructions such as magneto-optical media, and ROM, RAM, flash memory, and the like. Examples of the program instructions include not only machine language codes such as those produced by a compiler, but also high-level language codes that can be executed by a computer using an interpreter or the like. The hardware device described above may be configured to operate as one or more software modules to perform the operation of the embodiment, and vice versa.

Components described in the embodiments are programmable logic devices such as one or more digital signal processors (DSPs), processors, controllers, application specific integrated circuits (ASICs), field programmable gate arrays (FPGAs) Logic Element), other electronic devices, and hardware components including one or more of a combination thereof. At least some of the functions or processes described in the embodiments may be implemented by software, and the software may be recorded on a recording medium. Components, functions and processes described in the embodiments may be implemented by a combination of hardware and software.

As described above, although the embodiments have been described by the limited drawings, a person of ordinary skill in the art can apply various technical modifications and variations based on the above. For example, the described techniques are performed in a different order from the described method, and/or components such as a system, structure, device, circuit, etc. described are combined or combined in a form different from the described method, or other components Alternatively, even if substituted or substituted by an equivalent, an appropriate result can be achieved.

Claims (16)

Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes ECW/TBW (Whole Body ECW Ratio) data for women,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 20, the upper limit of the standard range has a value of 0.385 or more and 0.388 or less, and the lower limit of the standard range has a value of 0.375 or more and 0.378 or less,
At the age of 30, the upper limit of the standard range has a value of 0.386 or more and 0.388 or less, and the lower limit of the standard range has a value of 0.376 or more and 0.378 or less,
At the age of 40, the upper limit of the standard range has a value of 0.386 or more and 0.389 or less, and the lower limit of the standard range has a value of 0.376 or more and 0.379 or less,
At the age of 50, the upper limit of the standard range has a value of 0.387 or more and 0.389 or less, and the lower limit of the standard range has a value of 0.377 or more and 0.379 or less,
At the age of 60, the upper limit of the standard range has a value of 0.389 or more and 0.391 or less, and the lower limit of the standard range has a value of 0.379 or more and 0.381 or less,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes VFA (Visceral Fat Area) data for women,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 20, the upper limit of the standard range has a value of 98.7 or more and 113.1 or less, and the lower limit of the standard range has a value of 38.2 or more and 52.6 or less,
At the age of 30, the upper limit of the standard range has a value of 103.0 or more and 118.1 or less, and the lower limit of the standard range has a value of 39.4 or more and 54.5 or less,
At the age of 40, the upper limit of the standard range has a value of 108.3 or more and 123.7 or less, and the lower limit of the standard range has a value of 43.7 or more and 59.0 or less,
At the age of 50, the upper limit of the standard range has a value of 114.9 or more and 130.3 or less, and the lower limit of the standard range has a value of 49.9 or more and 65.3 or less,
At the age of 60, the upper limit of the standard range has a value of 122.8 or more and 138.5 or less, and the lower limit of the standard range has a value of 56.6 or more and 72.3 or less,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes BMI (Body Mass Index) data for women,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 20, the upper limit of the standard range has a value of 24.2 or more and 24.9 or less, and the lower limit of the standard range has a value of 18.6 or more and 19.3 or less,
At the age of 30, the upper limit of the standard range has a value of 24.6 or more and 25.4 or less, and the lower limit of the standard range has a value of 18.8 or more and 19.5 or less,
At the age of 40, the upper limit of the standard range has a value of 25.3 or more and 26.0 or less, and the lower limit of the standard range has a value of 19.4 or more and 20.1 or less,
At the age of 50, the upper limit of the standard range has a value of 26.0 or more and 26.7 or less, and the lower limit of the standard range has a value of 20.2 or more and 20.9 or less,
At the age of 60, the upper limit of the standard range has a value of 26.6 or more and 27.3 or less, and the lower limit of the standard range has a value of 20.9 or more and 21.6 or less,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes Whole Body Phase Angle data for a woman,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 20, the upper limit of the standard range has a value of 5.3 or more and 5.6 or less, and the lower limit of the standard range has a value of 4.3 or more and 4.6 or less,
At the age of 30, the upper limit of the standard range has a value of 5.5 or more and 5.7 or less, and the lower limit of the standard range has a value of 4.5 or more and 4.7 or less,
At the age of 40, the upper limit of the standard range has a value of 5.5 or more and 5.8 or less, and the lower limit of the standard range has a value of 4.6 or more and 4.8 or less,
At the age of 50, the upper limit of the standard range has a value of 5.5 or more and 5.7 or less, and the lower limit of the standard range has a value of 4.6 or more and 4.8 or less,
At the age of 60, the upper limit of the standard range has a value of 5.4 or more and 5.6 or less, and the lower limit of the standard range has a value of 4.5 or more and 4.7 or less,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes WHR (Waist Hip Ratio) data for women,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 20, the upper limit of the standard range has a value of 0.88 or more and 0.89 or less, and the lower limit of the standard range has a value of 0.79 or more and 0.80 or less,
At the age of 30, the upper limit of the standard range has a value of 0.89 or more and 0.90 or less, and the lower limit of the standard range has a value of 0.79 or more and 0.80 or less,
At the age of 40, the upper limit of the standard range has a value of 0.90 or more and 0.91 or less, and the lower limit of the standard range has a value of 0.80 or more and 0.81 or less,
At the age of 50, the upper limit of the standard range has a value of 0.91 or more and 0.92 or less, and the lower limit of the standard range has a value of 0.81 or more and 0.82 or less,
At the age of 60, the upper limit of the standard range has a value of 0.92 or more and 0.93 or less, and the lower limit of the standard range has a value of 0.82 or more and 0.83 or less,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes FFMI (Fat Free Mass Index) data for women,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 20, the upper limit of the standard range has a value of 16.0 or more and 16.2 or less, and the lower limit of the standard range has a value of 13.5 or more and 13.8 or less,
At the age of 30, the upper limit of the standard range has a value of 16.4 or more and 16.7 or less, and the lower limit of the standard range has a value of 13.9 or more and 14.2 or less,
At the age of 40, the upper limit of the standard range has a value of 16.8 or more and 17.1 or less, and the lower limit of the standard range has a value of 14.2 or more and 14.5 or less,
At the age of 50, the upper limit of the standard range has a value of 17.0 or more and 17.3 or less, and the lower limit of the standard range has a value of 14.5 or more and 14.8 or less,
At the age of 60, the upper limit of the standard range has a value of 17.1 or more and 17.4 or less, and the lower limit of the standard range has a value of 14.7 or more and 15.0 or less,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes PBF (Percent Body Fat) data for women,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 20, the upper limit of the standard range has a value of 36.2 or more and 37.6 or less, and the lower limit of the standard range has a value of 24.4 or more and 25.8 or less,
At the age of 30, the upper limit of the standard range has a value of 35.6 or more and 37.1 or less, and the lower limit of the standard range has a value of 23.2 or more and 24.7 or less,
At the age of 40, the upper limit of the standard range has a value of 35.8 or more and 37.3 or less, and the lower limit of the standard range has a value of 23.6 or more and 25.1 or less,
At the age of 50, the upper limit of the standard range has a value of 36.7 or more and 38.1 or less, and the lower limit of the standard range has a value of 24.9 or more and 26.4 or less,
At the age of 60, the upper limit of the standard range has a value of 38.0 or more and 39.4 or less, and the lower limit of the standard range has a value of 26.5 or more and 27.9 or less,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes weight data for a woman,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 20, the upper limit of the standard range has a value of 63.8 or more and 65.7 or less, and the lower limit of the standard range has a value of 47.8 or more and 49.7 or less,
At the age of 30, the upper limit of the standard range has a value of 65.0 or more and 67.0 or less, and the lower limit of the standard range has a value of 49.0 or more and 51.0 or less,
At the age of 40, the upper limit of the standard range has a value of 65.8 or more and 67.7 or less, and the lower limit of the standard range has a value of 50.2 or more and 52.1 or less,
At the age of 50, the upper limit of the standard range has a value of 66.2 or more and 68.0 or less, and the lower limit of the standard range has a value of 50.9 or more and 52.8 or less,
At the age of 60, the upper limit of the standard range has a value of 66.0 or more and 67.8 or less, and the lower limit of the standard range has a value of 51.1 or more and 52.9 or less,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes ECW/TBW (Whole Body ECW Ratio) data for women,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 30, the upper limit of the standard range has a value of 0.90 times or more and 1.10 times or less of the upper limit of the standard range of 20 years old, and the lower limit of the standard range is 0.90 times or more of the lower limit of the standard range of 20 years old. , Has a value less than 1.10 times,
At the age of 40, the upper limit of the standard range has a value of 0.90 times or more and 1.10 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.90 times or more of the lower limit of the standard range of 30 years old. , Has a value less than 1.10 times,
At the age of 50, the upper limit of the standard range has a value of 0.90 times or more and 1.10 times or less of the upper limit of the standard range of 40 years old, and the lower limit of the standard range is 0.90 times or more of the lower limit of the standard range of 40 years old. , Has a value less than 1.10 times,
At the age of 60, the upper limit of the standard range has a value of 0.90 times or more and 1.11 times or less of the upper limit of the standard range of 50 years old, and the lower limit of the standard range is 0.90 times or more of the lower limit of the standard range of 50 years old. , Having a value of 1.11 times or less,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes VFA (Visceral Fat Area) data for women,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 30, the upper limit of the standard range has a value of 0.94 times or more and 1.15 times or less of the upper limit of the standard range of 20 years old, and the lower limit of the standard range is 0.93 times or more of the lower limit of the standard range of 20 years old. , Has a value less than 1.14 times,
At the age of 40, the upper limit of the standard range has a value of 0.94 times or more and 1.15 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.99 times or more of the lower limit of the standard range of 30 years old. , Has a value less than 1.20 times,
At the age of 50, the upper limit of the standard range has a value of 0.95 times or more and 1.16 times or less of the upper limit of the standard range of 40 years old, and the lower limit of the standard range is 1.01 times or more of the lower limit of the standard range of 40 years old. , Has a value less than 1.23 times,
At the age of 60, the upper limit of the standard range has a value of 0.96 times or more and 1.17 times or less of the upper limit of the standard range of 50 years old, and the lower limit of the standard range is 1.01 times or more of the lower limit of the standard range of 50 years old. , Having a value less than 1.23 times,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes BMI (Body Mass Index) data for women,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 30, the upper limit of the standard range has a value of 0.92 times or more and 1.12 times or less of the upper limit of the standard range of 20 years old, and the lower limit of the standard range is 0.91 times or more of the lower limit of the standard range of 20 years old. , Has a value less than 1.11 times,
At the age of 40, the upper limit of the standard range has a value of 0.92 times or more and 1.13 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.93 times or more of the lower limit of the standard range of 30 years old. , Has a value less than 1.13 times,
At the age of 50, the upper limit of the standard range has a value of 0.92 times or more and 1.13 times or less of the upper limit of the standard range of 40 years old, and the lower limit of the standard range is 0.93 times or more of the lower limit of the standard range of 40 years old. , Has a value less than 1.14 times,
At the age of 60, the upper limit of the standard range has a value of 0.92 times or more and 1.13 times or less of the upper limit of the standard range of 50 years old, and the lower limit of the standard range is 0.93 times or more of the lower limit of the standard range of 50 years old. , Having a value of 1.14 times or less,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes Whole Body Phase Angle data for a woman,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 30, the upper limit of the standard range has a value of 0.92 times or more and 1.13 times or less of the upper limit of the standard range of 20 years old, and the lower limit of the standard range is 0.93 times or more of the lower limit of the standard range of 20 years old. , Has a value less than 1.13 times,
At the age of 40, the upper limit of the standard range has a value of 0.91 times or more and 1.11 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.92 times or more of the lower limit of the standard range of 30 years old. , Has a value less than 1.12 times,
At the age of 50, the upper limit of the standard range has a value of 0.90 times or more and 1.10 times or less of the upper limit of the standard range of 40 years old, and the lower limit of the standard range is 0.90 times or more of the lower limit of the standard range of 40 years old. , Has a value less than 1.10 times,
At 60 years old, the upper limit of the standard range has a value of 0.88 times or more and 1.07 times or less of the upper limit of the standard range for 50 years old, and the lower limit of the standard range is 0.88 times or more than the lower limit of the standard range for 50 years old. , Having a value of 1.07 times or less,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes WHR (Waist Hip Ratio) data for women,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 30, the upper limit of the standard range has a value of 0.91 times or more and 1.11 times or less of the upper limit of the standard range of 20 years old, and the lower limit of the standard range is 0.90 times or more of the lower limit of the standard range of 20 years old. , Has a value less than 1.11 times,
At the age of 40, the upper limit of the standard range has a value of 0.91 times or more and 1.11 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.91 times or more of the lower limit of the standard range of 30 years old. , Has a value less than 1.11 times,
At the age of 50, the upper limit of the standard range has a value of 0.91 times or more and 1.11 times or less of the upper limit of the standard range of 40 years old, and the lower limit of the standard range is 0.91 times or more of the lower limit of the standard range of 40 years old. , Has a value less than 1.12 times,
At the age of 60, the upper limit of the standard range has a value of at least 0.91 times and less than 1.11 times the upper limit of the standard range at 50 years old, and the lower limit of the standard range is at least 0.91 times the lower limit of the standard range at 50 years old. , Having a value of 1.11 times or less,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes FFMI (Fat Free Mass Index) data for women,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 30, the upper limit of the standard range has a value of 0.93 times or more and 1.13 times or less of the upper limit of the standard range of 20 years old, and the lower limit of the standard range is 0.92 times or more of the lower limit of the standard range of 20 years old. , Has a value less than 1.13 times,
At the age of 40, the upper limit of the standard range has a value of 0.92 times or more and 1.12 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.92 times or more of the lower limit of the standard range of 30 years old. , Has a value less than 1.13 times,
At the age of 50, the upper limit of the standard range has a value of at least 0.91 times and less than 1.11 times the upper limit of the standard range at 40 years old, and the lower limit of the standard range is at least 0.92 times the lower limit of the standard range at 40 years old. , Has a value less than 1.12 times,
At the age of 60, the upper limit of the standard range has a value of 0.90 times or more and 1.11 times or less of the upper limit of the standard range of 50 years old, and the lower limit of the standard range is 0.91 times or more of the lower limit of the standard range of 50 years old. , Having a value of 1.11 times or less,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes PBF (Percent Body Fat) data for women,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 30, the upper limit of the standard range has a value of 0.89 times or more and 1.08 times or less of the upper limit of the standard range of 20 years old, and the lower limit of the standard range is 0.86 times or more of the lower limit of the standard range of 20 years old. , Has a value less than 1.05 times,
At the age of 40, the upper limit of the standard range has a value of 0.91 times or more and 1.11 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.91 times or more of the lower limit of the standard range of 30 years old. , Has a value less than 1.12 times,
At the age of 50, the upper limit of the standard range has a value of 0.92 times or more and 1.13 times or less of the upper limit of the standard range of 40 years old, and the lower limit of the standard range is 0.95 times or more of the lower limit of the standard range of 40 years old. , Has a value less than 1.16 times,
At the age of 60, the upper limit of the standard range has a value of 0.93 times or more and 1.14 times or less of the upper limit of the standard range of 50 years old, and the lower limit of the standard range is 0.96 times or more of the lower limit of the standard range of 50 years old. , Having a value less than 1.17 times,
Biometric data processing method.
Measuring biometric data of the test subject;
Determining a standard range from a graph corresponding to the biometric data; And
Overlaying the standard range and the biometric data on the graph to provide visualized information to the test subject
Including,
The graph includes one axis based on age and the other axis based on the biometric data,
The biometric data includes weight data for a woman,
The standard range is a range determined according to the age based on previously stored reference data,
At the age of 30, the upper limit of the standard range has a value of 0.92 times or more and 1.12 times or less of the upper limit of the standard range of 20 years old, and the lower limit of the standard range is 0.92 times or more of the lower limit of the standard range of 20 years old. , Has a value less than 1.13 times,
At the age of 40, the upper limit of the standard range has a value of 0.91 times or more and 1.11 times or less of the upper limit of the standard range of 30 years old, and the lower limit of the standard range is 0.92 times or more of the lower limit of the standard range of 30 years old. , Has a value less than 1.12 times,
At the age of 50, the upper limit of the standard range has a value of 0.90 times or more and 1.11 times or less of the upper limit of the standard range of 40 years old, and the lower limit of the standard range is 0.91 times or more of the lower limit of the standard range of 40 years old. , Has a value less than 1.12 times,
At the age of 60, the upper limit of the standard range has a value of 0.90 times or more and 1.10 times or less of the upper limit of the standard range of 50 years old, and the lower limit of the standard range is 0.90 times or more of the lower limit of the standard range of 50 years old. , Having a value less than 1.10 times,
Biometric data processing method.

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