System, information processing device, and program
A system is provided that detects the odor of air exhaled from a subject. Based on affection information and the odor, the system indicates features of the exhaled air related to a disease based on measurement information in which the affection information indicates affection or non-affection. The system also detects the odor in the air from a medical examinee. Based on the measurement information and the features, the system determines the possibility that the medical examinee will be affected with a disease.
1 . A system, comprising:
a first measurement apparatus including:
a first detection unit including a first odor sensor, the first odor sensor being configured to detect an odor of each of a plurality of subjects, the first detection unit being configured to generate a first detection result corresponding to the detected odor of the plurality of subjects;
a first terminal including a first processor and a first memory configured to store a first program, the first processor being configured to execute the first program so as to:
obtain disease contraction information of the plurality of subjects, the disease contraction information indicating presence or absence of contraction of a predetermined disease with respect to the plurality of subjects;
receive the first detection result from the first measurement apparatus;
generate first measurement information based on the disease contraction information and the first detection result; and
notify the first measurement information to an information processing apparatus;
the information processing apparatus including a second processor and a second memory configured to store a second program, the second processor being configured to execute the second program so as to:
acquire the first measurement information from the first terminal;
generate feature information indicating a relationship between the odor and the predetermined disease, the relationship being obtained by statistical processing or machine leaning based on the first measurement information; and
provide the feature information to a second terminal;
a second measurement apparatus including:
a second detection unit including a second odor sensor, the second odor sensor being configured to detect an odor of an examinee different from the plurality of subjects, the second detection unit being configured to generate a second detection result corresponding to the detected odor of the examinee; and
the second terminal including a third processor and a third memory configured to store a third program, the third processor being configured to execute the third program so as to:
receive the second detection result from the second measurement apparatus;
generate second measurement information based on the second detection result;
receive the feature information from the information processing apparatus and store the feature information in the third memory;
determine a possibility of contraction of the predetermined disease with respect to the examinee based on the second measurement information and the feature information; and
provide a determination result indicating whether the examinee contracted the predetermined disease based on the determined possibility.
2 . The system according to claim 1 ,
wherein the first odor sensor includes a first quartz oscillator sensor, and the second odor sensor includes a second quartz oscillator sensor.
3 . The system according to claim 2 ,
wherein each of the first and second quartz oscillator sensors is configured with a plurality of quartz oscillators,
each of the plurality of quartz oscillators is configured with a film having a nonspecific adsorption property, and different compounds are deposited on the films of the plurality of quartz oscillators, respectively,
a resonance frequency of each of the plurality of quartz oscillators is changed due to an adhesion state of a component of the odor on the different compounds on the films, and
the third processor is further configured to determine the possibility of the contraction of the predetermined disease with respect to the examinee based on the resonance frequencies of the plurality of quartz oscillators of the second quartz oscillator sensor.
4 . An information processing apparatus, comprising:
a memory configured to store a program; and
a processor configured to execute the program so as to:
acquire measurement information, the measurement information including:
a detection result of detecting an odor of a plurality of subjects using an odor sensor; and
disease contraction information of the plurality of subjects, the disease contraction information indicating presence or absence of contraction of a predetermined disease with respect to the plurality of subjects;
generate feature information indicating a relationship between the odor and the predetermined disease, the relationship being obtained by statistical processing or machine leaning based on the measurement information; and
provide the feature information to an external terminal in which a possibility of contraction of the predetermined disease with respect to an examinee is determined by comparing another detection result of an odor of the examinee using the odor sensor with the feature information.
5 . The information processing apparatus according to claim 4 ,
wherein the odor sensor includes a plurality of quartz oscillators, and
the detection result includes a resonance frequency of each of the plurality of quartz oscillators after a predetermined time has elapsed from start of the detecting of the odor.
6 . The information processing apparatus according to claim 5 ,
wherein each of the plurality of quartz oscillators is configured with a film having a nonspecific adsorption property, and different compounds are deposited on the films of the plurality of quartz oscillators, respectively,
the resonance frequency of each of the plurality of quartz oscillators is changed due to an adhesion state of a component of the odor on the different compounds on the films, and
the possibility of the contraction of the predetermined disease with respect to the examinee is determined by the external terminal based on the resonance frequencies of the plurality of quartz oscillators of the odor sensor.
7 . The information processing apparatus according to claim 4 ,
wherein the processor is further configured to:
perform the statistical processing on the measurement information; and
specify a feature that appears only in a specific detection result of the detection results, the feature indicating the presence of the contraction of the predetermined disease in the disease contraction information during the statistical processing so as to generate the feature information.
8 . The information processing apparatus according to claim 4 , wherein:
wherein the processor is further configured to:
perform the machine learning on the measurement information; and
generate, as the feature information, learned information in which the disease contraction information is an output and the detection results are an input.
9 . A non-transitory computer readable medium storing a program for causing a computer to execute a process by a processor so as to perform the steps of:
acquiring measurement information, the measurement information including:
a detection result of detecting an odor of a plurality of subjects using an odor sensor; and
disease contraction information of the plurality of subjects, the disease contraction information indicating presence or absence of contraction of a predetermined disease with respect to the plurality of subjects;
generating feature information indicating a relationship between the odor and the predetermined disease, the relationship being obtained by statistical processing or machine leaning based on the measurement information; and
providing the feature information to an external terminal in which a possibility of contraction of the predetermined disease with respect to an examinee is determined by comparing another detection result of an odor of the examinee using the odor sensor with the feature information.
10 . The non-transitory computer readable medium according to claim 9 ,
wherein the odor sensor is configured with a plurality of quartz oscillators,
each of the plurality of quartz oscillators is configured with a film having a nonspecific adsorption property, and different compounds are deposited on the films of the plurality of quartz oscillators, respectively,
a resonance frequency of each of the plurality of quartz oscillators is changed due to an adhesion state of a component of the odor on the different compounds on the films, and
the possibility of the contraction of the predetermined disease with respect to the examinee is determined by the external terminal based on the resonance frequencies of the plurality of quartz oscillators of the odor sensor.
11 . A non-transitory computer readable medium storing a program for causing a computer to execute a process by a processor so as to perform the steps of:
storing feature information indicating a relationship between an odor of each of a plurality of subjects and a predetermined disease, the relationship being obtained by statistical processing or machine leaning based on measurement information, the measurement information being obtained based on a detection result and disease contraction information, wherein
the detection result includes the odor of each of the plurality of subjects using an odor sensor that is configured with a plurality of quartz oscillators,
the disease contraction information indicates presence or absence of contraction of the predetermined disease with respect to the plurality of subjects,
a resonance frequency of each of the plurality of quartz oscillators is changed due to an adhesion state of a component of the odor on different compounds of the plurality of quartz oscillators, and
the feature information corresponds to a range of the resonance frequencies;
generating another measurement information based on a on another detection result of detecting an odor of an examinee different from the plurality of subject using the odor sensor, wherein the another measurement information is a value of another resonance frequency corresponding to the another detection result after a predetermined time has elapsed from start of-detection; the detecting of the odor of the examinee; and
determining a possibility of contraction of the predetermined disease with respect to the examinee by collating the another measurement information and the feature information.
12 . The non-transitory computer readable medium according to claim 11 ,
wherein each of the plurality of quartz oscillators is configured with a film having a nonspecific adsorption property, and different compounds are deposited on the films of the plurality of quartz oscillators, respectively,
the resonance frequency of each of the plurality of quartz oscillators is changed due to the adhesion state of the component of the odor on the different compounds on the films, and
the possibility of the contraction of the predetermined disease with respect to the examinee is determined based on the resonance frequencies and the another resonance frequency of the plurality of quartz oscillators of the odor sensor.
13 . A non-transitory computer readable media medium storing a program for causing a computer to execute a process by a processor so as to perform the steps of:
storing feature information indicating a relationship between an odor of each of a plurality of subjects and a predetermined disease, the relationship being obtained by machine leaning based on measurement information, the measurement information being obtained based on a detection result and disease contraction information, wherein
the detection result includes the odor of each of the plurality of subjects using an odor sensor that is configured with a plurality of quartz oscillators,
the disease contraction information indicates presence or absence of contraction of the predetermined disease with respect to the plurality of subjects,
a resonance frequency of each of the plurality of quartz oscillators is changed due to an adhesion state of a component of the odor on different compounds of the plurality of quartz oscillators, and
the feature information corresponds to learned information that is obtained by performing the machine learning on the measurement information, and the learned information has the disease contraction information as an output and the detection results as an input;
generating another measurement information based on another detection result of detecting an odor of an examinee different from the plurality of subject using the odor sensor, wherein the another measurement information is a value of another resonance frequency corresponding to the another detection result after a predetermined time has elapsed from start of the detecting of the odor of the examinee; and
determining a possibility of contraction of the predetermined disease with respect to the examinee based on the another measurement information and the feature information.
14 . The non-transitory computer readable medium according to claim 13 ,
wherein each of the plurality of quartz oscillators is configured with a film having a nonspecific adsorption property, and different compounds are deposited on the films of the plurality of quartz oscillators, respectively,
the resonance frequency of each of the plurality of quartz oscillators is changed due to the adhesion state of the component of the odor on the different compounds on the films, and
the possibility of the contraction of the predetermined disease with respect to the examinee is determined based on the resonance frequencies and the another resonance frequency of the plurality of quartz oscillators of the odor sensor.