CN108597621A - Health status monitoring device, system and method based on theory of traditional Chinese medical science - Google Patents

Health status monitoring device, system and method based on theory of traditional Chinese medical science Download PDF

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CN108597621A
CN108597621A CN201810747015.2A CN201810747015A CN108597621A CN 108597621 A CN108597621 A CN 108597621A CN 201810747015 A CN201810747015 A CN 201810747015A CN 108597621 A CN108597621 A CN 108597621A
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health
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monitoring user
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王俊文
李宗友
李敬华
于琦
于彤
朱玲
田野
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    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
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    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
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    • G16H50/20ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems

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Abstract

Health status monitoring device, system and method based on theory of traditional Chinese medical science obtain the face image data and tongue nature image data of monitoring user by camera;The odiferous information of monitoring user is obtained by smell scanner;The acoustic information of monitoring user is obtained by electroacoustics instrument;Display module is called to carry out Health Survey by touching display screen to monitoring user;The pulse wave data of monitoring user is obtained by pulse-taking instrument;Data coding module is called, data characteristics coding is carried out by Neural Network Data encryption algorithm;According to Chinese medicine health and dicision of diagnosis and treatment knowledge base carries out medical diagnosis on disease to monitoring user and prescription is recommended;Call result identification module differentiates health status monitored results by fighting nitrification enhancement;Call result evaluation module evaluates health status monitored results according to expert's preset rules.The present invention, which realizes, monitors the health status of user, and without Chinese medicine, personnel participate in the overall process, at low cost, and more people is enable to enjoy service of Chinese medicine.

Description

Health status monitoring device, system and method based on theory of traditional Chinese medical science
Technical field
The present invention relates to field of artificial intelligence, and in particular to a kind of health status monitoring dress based on theory of traditional Chinese medical science It sets, system and method.
Background technology
Theory of traditional Chinese medical science be to weather modification work, human life activity, pathological change and its regulation rule and rule System rational knowledge;It is tcm health preserving health care, the guiding theory and principle prevented and cured diseases, is the unique opinion of nature of China, life It sees, the concentrated reflection of viewpoint of disease and methodology.With the development of the social economy, people get over the concern of own bodies health status Come more.Health control is occurred and develops to prevent and control disease, and medical expense is reduced, for the purpose of improving quality of life, Health education is carried out for individual and group, improves self-management consciousness and level, and endanger to the relevant health of its life style Dangerous factor is held by health and fitness information acquisition, health detection, health evaluating, the personalized means such as Managed Solution, Health intervention that supervise Continuous improvedd process and method.
Health control is that personal or crowd health risk factors are carried out with the process of comprehensive management.At this stage, Chinese medicine is supported Raw and Chinese medicine diagnosis and treatment are welcomed by the people, when the underway doctor's health consultation of people, need and be engaged in the diagnosis and treatment personnel of Chinese medicine Aspectant exchange is carried out, achievees the purpose that the four methods of diagnosis, for example, needing Chinese medicine personnel to the god of user, color, shape, state, tongue picture Deng the purposive observation of progress, to predict viscera, for example it is cardiopulmonary that the white of the eye is corresponding, the white of the eye such as arnotto, then illustrates the heart It is burning hot, cause the capillary inflammation of the white of the eye congested.The reflection of tongue edge is cardiac problems, and tongue is red to illustrate internal heat Heat wants fall fire and nourishing heart.The problem of what tongue fur then reflected is taste, tongue fur is yellow, and taste fire is big, and tongue fur is white, illustrates that taste are cold , nourishing the stomach to support spleen.Currently, the participation of Chinese medicine personnel's whole process is had to during the underway doctor's diagnosis and treatment of user, in Doctor personnel carry out health status monitoring, not only high cost, but also the personnel amount that can receive service of Chinese medicine is limited, cannot make Most personnel carry out health status monitoring by theory of traditional Chinese medical science.
Invention content
The purpose of the present invention is to provide a kind of health status monitoring device, system and method based on theory of traditional Chinese medical science, knot The theory of traditional Chinese medical science for closing the existing four methods of diagnosis is realized based on machine learning techniques and is monitored to the health status of user, is not necessarily to Chinese medicine Personnel participate in the overall process, at low cost, and more people is enable to enjoy the service based on theory of traditional Chinese medical science.
To achieve the above object, the technical scheme is that:Health status monitoring device based on theory of traditional Chinese medical science, it is described Monitoring device includes central processing unit, and the monitoring device further includes voiceprint identification module, voice playing module, smell acquisition mould Block, display module, diagnosis by feeling the pulse module, image collection module, light source detecting module and supplementary lighting module;The voiceprint identification module and institute It states central processing unit to establish a connection, voiceprint identification module is configured with electroacoustics instrument, and voiceprint identification module is used for by described Electroacoustics instrument obtains the acoustic information of monitoring user;The voice playing module establishes a connection with the central processing unit, Voice playing module is configured with speech player, and voice playing module is used to play voice messaging by the speech player; The smell acquisition module establishes a connection with the central processing unit, and smell acquisition module configures odorous scanner, gas Taste acquisition module is used to obtain the odiferous information of monitoring user by the smell scanner;The display module and the center Processor establishes a connection, and display module configuration has touching display screen, display module to pass through the touch-control for monitoring user Display screen carries out Health Survey, and display module is additionally operable to monitoring user feedback state of health data information;The diagnosis by feeling the pulse Module establishes a connection with the central processing unit, and diagnosis by feeling the pulse module is configured with pulse-taking instrument, and diagnosis by feeling the pulse module is used to pass through the arteries and veins Examine the pulse wave data that instrument obtains monitoring user;Described image acquisition module establishes a connection with the central processing unit, figure As acquisition module is configured with camera, face-image number of the image collection module for obtaining monitoring user by the camera According to tongue nature image data;The light source detecting module establishes a connection with the central processing unit, and light source detecting module is matched It is equipped with light source survey meter, light source detecting module is used to obtain the light source information of imaging environment residing for the camera;The light filling Module establishes a connection with the central processing unit, and supplementary lighting module is configured with light compensating lamp, and supplementary lighting module is for passing through the benefit Light lamp carries out light filling to the reference object of the camera.
Health status monitoring device based on theory of traditional Chinese medical science as described above, the central processing unit is using ARM companies Cortex-R series processors;The electroacoustics instrument uses CRY6125 electroacoustics devices;The model of the smell scanner AIRSENSE PEN3.Central processing unit, electroacoustics instrument and the smell scanner that the technical program uses belong to the prior art.Sound The vocal print of line identification module is the sound wave spectrum that verbal information is carried with the display of electroacoustics instrument, and the generation of human language is human body language Call the turn a complicated physiology physical process between pivot and vocal organs, phonatory organ-tongue that people uses in speech, tooth, Larynx, lung, nasal cavity everyone widely different in terms of size and form, so the voiceprint map of any two people has difference It is different.Smell scanning is made of three kinds of smell sampling operation device, gas sensor array and signal processing system function elements, is known The dominant mechanism of other smell is each sensor in an array has different sensitivity to tested gas, for example, No.1 gas Body can generate high response on some sensor, and to other sensors be then low-response, and equally, No. two gases generate high response Sensor it is then insensitive to No.1 gas, entire sensor array is different the response pattern of gas with various, be based on this Kind difference, can identify smell according to the response pattern of sensor.
Health status monitoring device based on theory of traditional Chinese medical science as described above, the monitoring device further include blood pressure acquisition mould Block, the blood pressure acquisition module are configured with blood pressure instrument, and blood pressure acquisition module is used for through blood pressure instrument acquisition monitoring user's Blood pressure parameter.Blood pressure instrument is the instrument for measuring blood pressure, and oscillographic method sphygmomanometer can obtain the oscillation wave generated in deflation course, Conversion obtains pressure value.
Health status monitoring device based on theory of traditional Chinese medical science as described above, the monitoring device further include blood glucose acquisition mould Block, the blood glucose acquisition module are configured with blood glucose meter, and blood glucose acquisition module is used to acquire monitoring user's by the blood glucose meter Glycemic parameters.The realization of blood glucose meter has glucose oxidase electrode mensuration, glucose dehydrogenase electrode mensuration etc..Glucose Oxidase electrode mensuration is that the electric current generated is reacted with the glucose oxidase in test paper by measuring the glucose in blood Measurement blood glucose, mainstream model are mostly glucose oxidase mensuration.Glucose dehydrogenase electrode mensuration is to pass through measurement Glucose in blood reacts the magnitude of current generated with the glucose dehydrogenase in test paper and measures blood glucose.
The health status monitoring system based on theory of traditional Chinese medical science that the present invention also provides a kind of, the monitoring system includes above-mentioned Monitoring device, the monitoring system further include management server, and the management server establishes a connection with monitoring device, institute It includes questionnaire memory module, data coding module, dicision of diagnosis and treatment module, result identification module and evaluation of result to state management server Module, the questionnaire memory module is for storing health status test and appraisal questionnaire;The data coding module is used for the prison to acquisition The monitoring data for controlling user carries out data characteristics coding by Neural Network Data encryption algorithm;The dicision of diagnosis and treatment module is used for According to Chinese medicine health and dicision of diagnosis and treatment knowledge base carries out medical diagnosis on disease to monitoring user and prescription is recommended;The result identification module For being differentiated to health status monitored results by fighting nitrification enhancement;The evaluation of result module is used for according to specially Family's preset rules evaluate health status monitored results.
The present invention additionally provides a kind of monitoring method of health state based on theory of traditional Chinese medical science, the monitoring method is using above-mentioned Monitoring device, realized by above-mentioned monitoring system, the monitoring method includes the following steps:
Image collection module is called to obtain the face image data and tongue nature image data of monitoring user by camera;
Smell acquisition module is called to obtain the odiferous information of monitoring user by smell scanner;
Voiceprint identification module is called to obtain the acoustic information of monitoring user by electroacoustics instrument;Call display module to monitoring User carries out Health Survey by touching display screen;
Diagnosis by feeling the pulse module is called to obtain the pulse wave data of monitoring user by pulse-taking instrument;
Call data coding module, by the face image data of acquisition, tongue nature image data, odiferous information, acoustic information, Health Survey information and pulse wave data carry out data characteristics coding by Neural Network Data encryption algorithm;
Call dicision of diagnosis and treatment module according to Chinese medicine health and dicision of diagnosis and treatment knowledge base to monitoring user carry out medical diagnosis on disease and Prescription is recommended;Call result identification module differentiates health status monitored results by fighting nitrification enhancement;It calls Evaluation of result module evaluates health status monitored results according to expert's preset rules.
Monitoring method of health state based on theory of traditional Chinese medical science as described above, the monitoring method further include calling blood pressure Acquisition module acquires the blood pressure parameter of monitoring user by blood pressure instrument;It calls blood glucose acquisition module to acquire monitoring by blood glucose meter to use The glycemic parameters at family.
Monitoring method of health state based on theory of traditional Chinese medical science as described above, the Neural Network Data encryption algorithm use BP networks first believe the face image data of acquisition, tongue nature image data, odiferous information, acoustic information, Health Survey Breath and the image layered n fritter of pulse wave data, correspond to n neuron of input, and compressed data correspond to hidden layer m A neuron, m≤n adjust the weight of network by training algorithm in network learning procedure, and the reconstruction of training set image is made to miss Poor E=| | X-Z | | mean value reaches minimum, and X is input layer sample set, and Z is output layer sample set.
Monitoring method of health state based on theory of traditional Chinese medical science as described above, the Neural Network Data encryption algorithm use Self-organizing map neural network, input layer (x1, x2..., xn), in output layer, m neuron is arranged into two-dimensional mesh Network, wherein each neuron j receives the input of two classes:Input x from input layer ii, weight wij, come from output layer The fixed weight of neuron, to each external world input vector x=(x1, x2..., xn), when there are one the distance d with the inputi =f (x, wj),wj=(w1j,w2j,…,wnj) it is that minimum neuron j is just excited.
Monitoring method of health state based on theory of traditional Chinese medical science as described above, the monitoring method further include as a result differentiating Module and evaluation of result module weigh the result of data coding module model prediction by loss function and penalty factor;Lose letter Number uses log logarithms loss function, quadratic loss function, figure penalties function, Hinge loss functions, 0-1 loss functions or exhausted To being worth loss function.
The invention has the advantages that:In conjunction with the theory of traditional Chinese medical science of the existing four methods of diagnosis, realized based on machine learning techniques Health status monitoring to user, without Chinese medicine, personnel participate in the overall process, and realize that the automatic diagnosis and treatment and prescription in conjunction with theory of traditional Chinese medical science push away It recommends, reaches the Chinese medicine four methods of diagnosis and close ginseng, carry out the effect of health monitoring, cost of serving is low, and more people is enable to enjoy based on Chinese medicine Theoretical service, brings benefit to the mankind.
Description of the drawings
Fig. 1 is the health status monitoring device schematic diagram based on theory of traditional Chinese medical science in embodiment;
Fig. 2 is the health status monitoring system schematic diagram based on theory of traditional Chinese medical science in embodiment;
Fig. 3 is the monitoring method of health state flow chart based on theory of traditional Chinese medical science in embodiment;
Fig. 4 is the monitoring method of health state schematic diagram based on theory of traditional Chinese medical science in embodiment.
Specific implementation mode
The following examples are used to illustrate the present invention, but are not intended to limit the scope of the present invention..
As shown in Figure 1, the health status monitoring device based on theory of traditional Chinese medical science, the monitoring device includes central processing unit 1, The monitoring device further includes voiceprint identification module 2, voice playing module 3, smell acquisition module 4, display module 5, diagnosis by feeling the pulse mould Block 6, image collection module 7, light source detecting module 8 and supplementary lighting module 9;The voiceprint identification module 2 and the central processing unit 1 It establishes a connection, voiceprint identification module 2 is configured with electroacoustics instrument 10, and voiceprint identification module 2 is for passing through the electroacoustics instrument 10 obtain the acoustic information of monitoring user;The voice playing module 3 establishes a connection with the central processing unit 1, voice Playing module 3 is configured with speech player 11, and voice playing module 3 is used to play voice letter by the speech player 11 Breath;The smell acquisition module 4 establishes a connection with the central processing unit 1, and smell acquisition module 4 configures odorous scanning Instrument 12, smell acquisition module 4 are used to obtain the odiferous information of monitoring user by the smell scanner 12;The display module 5 establish a connection with the central processing unit 1, and display module 5 is configured with touching display screen 13, and display module 5 is for monitoring User carries out Health Survey by the touching display screen 13, and display module 5 is additionally operable to monitoring user feedback health shape State data information;The diagnosis by feeling the pulse module 6 establishes a connection with the central processing unit 1, and diagnosis by feeling the pulse module 6 is configured with pulse-taking instrument 14, diagnosis by feeling the pulse module 6 is used to obtain the pulse wave data of monitoring user by the pulse-taking instrument 14;Described image acquisition module 7 with The central processing unit 1 establishes a connection, and image collection module 7 is configured with camera 15, and image collection module 7 is for passing through The camera 15 obtains the face image data and tongue nature image data of monitoring user;The light source detecting module 8 with it is described Central processing unit 1 establishes a connection, and light source detecting module 8 is configured with light source survey meter 16, and light source detecting module 8 is for obtaining The light source information of imaging environment residing for the camera 15;The supplementary lighting module 9 establishes connection pass with the central processing unit 1 System, supplementary lighting module 9 are configured with light compensating lamp 17, and supplementary lighting module 9 is for the shooting by the light compensating lamp 17 to the camera 15 Object carries out light filling.
In one embodiment of health status monitoring device based on theory of traditional Chinese medical science, the central processing unit 1 is public using ARM The Cortex-R series processors of department;The electroacoustics instrument 10 uses CRY6125 electroacoustics devices;The smell scanner 12 Model AIRSENSE PEN3.Central processing unit 1, electroacoustics instrument 10 and the smell scanner 12 that the technical program uses belong to The prior art.The vocal print of voiceprint identification module 2 is the sound wave spectrum that verbal information is carried with the display of electroacoustics instrument 10, human language Generation be a complicated physiology physical process between Body Languages maincenter and vocal organs, the sounding that people uses in speech Organ-tongue, tooth, larynx, lung, nasal cavity everyone widely different in terms of size and form, so the sound of any two people Line collection of illustrative plates is all variant.Smell scanning is by three kinds of smell sampling operation device, gas sensor array and signal processing system work( Can device composition, identify the dominant mechanism of smell be each sensor in an array to be tested gas have it is different sensitive Degree for example, No.1 gas can generate high response on some sensor, and is then low-response to other sensors, equally, No. two The sensor that gas generates high response is then insensitive to No.1 gas, and entire sensor array is to the response pattern of gas with various Different, it is based on this difference, can identify smell according to the response pattern of sensor.
In one embodiment of health status monitoring device based on theory of traditional Chinese medical science, the monitoring device further includes that blood pressure is adopted Collect module 18, the blood pressure acquisition module 18 is configured with blood pressure instrument 19, and blood pressure acquisition module 18 is used to pass through the blood pressure instrument 19 The blood pressure parameter of acquisition monitoring user.Blood pressure instrument 19 is the instrument for measuring blood pressure, and oscillographic method sphygmomanometer, which can obtain, was deflating The oscillation wave generated in journey, conversion obtain pressure value.
In one embodiment of health status monitoring device based on theory of traditional Chinese medical science, the monitoring device further includes that blood glucose is adopted Collect module 20, the blood glucose acquisition module 20 is configured with blood glucose meter 21, and blood glucose acquisition module 20 is for passing through the blood glucose meter 21 The glycemic parameters of acquisition monitoring user.The realization of blood glucose meter 21 has glucose oxidase electrode mensuration, glucose dehydrogenase electricity Pole mensuration etc..Glucose oxidase electrode mensuration is glycoxidative by measuring the grape in the glucose and test paper in blood The magnitude of current that enzyme reaction generates measures blood glucose, and mainstream model is mostly glucose oxidase mensuration.Glucose dehydrogenase electrode Mensuration is that the magnitude of current generated measurement blood glucose is reacted with the glucose dehydrogenase in test paper by measuring the glucose in blood.
Referring to Fig. 2, the health status monitoring system based on theory of traditional Chinese medical science that the present invention also provides a kind of, the monitoring system packet Above-mentioned monitoring device is included, the monitoring system further includes management server 22, and the management server 22 is built with monitoring device Vertical connection relation, the management server 22 include questionnaire memory module 23, data coding module 24, dicision of diagnosis and treatment module 25, As a result identification module 26 and evaluation of result module 27, the questionnaire memory module 23 is for storing health status test and appraisal questionnaire;Institute The monitoring data that data coding module 24 is stated for the monitoring user to acquisition is by Neural Network Data encryption algorithm into line number According to feature coding;The dicision of diagnosis and treatment module 25 is used to carry out disease to monitoring user according to Chinese medicine health and dicision of diagnosis and treatment knowledge base Disease diagnosis and prescription are recommended;The result identification module 26 is used for by fighting nitrification enhancement to health status monitored results Differentiated;The evaluation of result module 27 is for evaluating health status monitored results according to expert's preset rules.
Referring to Fig. 3 and Fig. 4, the present invention additionally provides a kind of monitoring method of health state based on theory of traditional Chinese medical science, the prisons Prosecutor method uses above-mentioned monitoring device, is realized by above-mentioned monitoring system, and the monitoring method includes the following steps:
S1:Image collection module 7 is called to obtain the face image data and tongue nature image of monitoring user by camera 15 Data;
S2:Smell acquisition module 4 is called to obtain the odiferous information of monitoring user by smell scanner 12;
S3:Voiceprint identification module 2 is called to obtain the acoustic information of monitoring user by electroacoustics instrument 10;Call display module 5 couples of monitoring users carry out Health Survey by touching display screen 13;
S4:Diagnosis by feeling the pulse module 6 is called to obtain the pulse wave data of monitoring user by pulse-taking instrument 14;
S5:Data coding module 24 is called, by the face image data of acquisition, tongue nature image data, odiferous information, sound Information, Health Survey information and pulse wave data carry out data characteristics coding by Neural Network Data encryption algorithm;
S6:It calls dicision of diagnosis and treatment module 25 to carry out disease to monitoring user according to Chinese medicine health and dicision of diagnosis and treatment knowledge base to examine Disconnected and prescription is recommended;Call result identification module 26 reflects to health status monitored results by fighting nitrification enhancement Not;Call result evaluation module 27 evaluates health status monitored results according to expert's preset rules.
In one embodiment of monitoring method of health state based on theory of traditional Chinese medical science, the monitoring method further includes calling Blood pressure acquisition module 18 acquires the blood pressure parameter of monitoring user by blood pressure instrument 19;Blood glucose acquisition module 20 is called to pass through blood glucose meter The glycemic parameters of 21 acquisition monitoring users.
In one embodiment of monitoring method of health state based on theory of traditional Chinese medical science, the Neural Network Data encryption algorithm Using BP networks, first by the face image data of acquisition, tongue nature image data, odiferous information, acoustic information, Health questionnaire tune Information and the image layered n fritter of pulse wave data are looked into, n neuron of input is corresponded to, compressed data correspond to hidden M containing layer neurons, m≤n adjust the weight of network by training algorithm in network learning procedure, make training set image Reconstruction error E=| | X-Z | | mean value reaches minimum, and X is input layer sample set, and Z is output layer sample set.
In one embodiment of monitoring method of health state based on theory of traditional Chinese medical science, the Neural Network Data encryption algorithm Using self-organizing map neural network, input layer (x1, x2..., xn), in output layer, m neuron is arranged into two Network is tieed up, wherein each neuron j receives the input of two classes:Input x from input layer ii, weight wij, from defeated The fixed weight for going out layer neuron, to each external world input vector x=(x1, x2..., xn), when there are one with the input away from From di=f (x, wj),wj=(w1j,w2j,…,wnj) it is that minimum neuron j is just excited.
In one embodiment of monitoring method of health state based on theory of traditional Chinese medical science, the monitoring method further includes, as a result Identification module 26 and evaluation of result module 27 weigh 24 model prediction of data coding module by loss function and penalty factor As a result;Loss function is using log logarithms loss function, quadratic loss function, figure penalties function, Hinge loss functions, 0-1 Loss function or absolute error loss function.
The present invention is connect by a variety of questionnaires based on health status self-appraisal practicality questionnaire and knowledge base and sensor Mouthful, it is that various Chinese medicine that Chinese department of traditional Chinese medicine institute traditional Chinese medicine information is developed are healthy and dicision of diagnosis and treatment knowledge base to know library, is passed through Interface calls the knowledge of knowledge base, the early warning for supporting monitoring device and decision.Sensor includes the biography for the Chinese medicine four methods of diagnosis Sensor, when the camera for lingual surface diagnosis, second is that the pulse-taking instrument for diagnosis by feeling the pulse, third, the electroacoustics instrument for auscultation and olfaction.This Invention combines the theory of traditional Chinese medical science of the existing four methods of diagnosis, is realized based on machine learning techniques and is monitored to the health status of user, nothing It needs Chinese medicine personnel to participate in the overall process, realizes that the automatic diagnosis and treatment and prescription in conjunction with theory of traditional Chinese medical science are recommended, reach the Chinese medicine four methods of diagnosis and close ginseng, carry out The effect of health monitoring, cost of serving is low, so that more people is enjoyed the service based on theory of traditional Chinese medical science, brings benefit to the mankind.
Although above having used general explanation and specific embodiment, the present invention is described in detail, at this On the basis of invention, it can be made some modifications or improvements, this will be apparent to those skilled in the art.Therefore, These modifications or improvements without departing from theon the basis of the spirit of the present invention belong to the scope of protection of present invention.

Claims (10)

1. the health status monitoring device based on theory of traditional Chinese medical science, the monitoring device includes central processing unit (1), and feature exists In:The monitoring device further includes voiceprint identification module (2), voice playing module (3), smell acquisition module (4), display module (5), diagnosis by feeling the pulse module (6), image collection module (7), light source detecting module (8) and supplementary lighting module (9);The voiceprint identification module (2) it establishes a connection with the central processing unit (1), voiceprint identification module (2) is configured with electroacoustics instrument (10), Application on Voiceprint Recognition Module (2) is used to obtain the acoustic information of monitoring user by the electroacoustics instrument (10);The voice playing module (3) and institute It states central processing unit (1) to establish a connection, voice playing module (3) is configured with speech player (11), voice playing module (3) it is used to play voice messaging by the speech player (11);The smell acquisition module (4) and the central processing unit (1) it establishes a connection, smell acquisition module (4) configures odorous scanner (12), and smell acquisition module (4) is for passing through institute State the odiferous information that smell scanner (12) obtains monitoring user;The display module (5) is established with the central processing unit (1) Connection relation, display module (5) are configured with touching display screen (13), and display module (5) passes through the touch-control for monitoring user Display screen (13) carries out Health Survey, and display module (5) is additionally operable to monitoring user feedback state of health data information;Institute It states diagnosis by feeling the pulse module (6) to establish a connection with the central processing unit (1), diagnosis by feeling the pulse module (6) is configured with pulse-taking instrument (14), diagnosis by feeling the pulse Module (6) is used to obtain the pulse wave data of monitoring user by the pulse-taking instrument (14);Described image acquisition module (7) and institute It states central processing unit (1) to establish a connection, image collection module (7) is configured with camera (15), and image collection module (7) is used In the face image data and tongue nature image data that obtain monitoring user by the camera (15);The light source detecting module (8) it establishes a connection with the central processing unit (1), light source detecting module (8) is configured with light source survey meter (16), and light source is visited Survey the light source information that module (8) is used to obtain imaging environment residing for the camera (15);The supplementary lighting module (9) with it is described in Central processor (1) establishes a connection, and supplementary lighting module (9) is configured with light compensating lamp (17), and supplementary lighting module (9) is for passing through the benefit Light lamp (17) carries out light filling to the reference object of the camera (15).
2. the health status monitoring device according to claim 1 based on theory of traditional Chinese medical science, it is characterised in that:The centre Manage the Cortex-R series processors that device (1) uses ARM companies;The electroacoustics instrument (10) uses CRY6125 electroacoustics devices; The model AIRSENSE PEN3 of the smell scanner (12).
3. the health status monitoring device according to claim 1 based on theory of traditional Chinese medical science, it is characterised in that:The monitoring dress It further includes blood pressure acquisition module (18) to set, and the blood pressure acquisition module (18) is configured with blood pressure instrument (19), blood pressure acquisition module (18) it is used for the blood pressure parameter by the blood pressure instrument (19) acquisition monitoring user.
4. the health status monitoring device according to claim 1 based on theory of traditional Chinese medical science, it is characterised in that:The monitoring dress It further includes blood glucose acquisition module (20) to set, and the blood glucose acquisition module (20) is configured with blood glucose meter (21), blood glucose acquisition module (20) it is used to acquire the glycemic parameters of monitoring user by the blood glucose meter (21).
5. the health status monitoring system based on theory of traditional Chinese medical science, the monitoring system includes as described in any one of Claims 1-4 Monitoring device, it is characterised in that:The monitoring system further includes management server (22), the management server (22) and prison Control device establishes a connection, and the management server (22) includes questionnaire memory module (23), data coding module (24), examines Decision-making module (25), result identification module (26) and evaluation of result module (27) are treated, the questionnaire memory module (23) is for depositing Store up health status test and appraisal questionnaire;The data coding module (24) is used to pass through nerve to the monitoring data of the monitoring user of acquisition Network data encryption algorithm carries out data characteristics coding;The dicision of diagnosis and treatment module (25) is used to be determined according to Chinese medicine health and diagnosis and treatment Plan knowledge base carries out medical diagnosis on disease to monitoring user and prescription is recommended;The result identification module (26) is used to strengthen by fighting Learning algorithm differentiates health status monitored results;The evaluation of result module (27) is used for according to expert's preset rules pair Health status monitored results are evaluated.
6. the monitoring method of health state based on theory of traditional Chinese medical science, the monitoring method is used as described in any one of Claims 1-4 Monitoring device, realized by monitoring system as claimed in claim 5, it is characterised in that:The monitoring method includes following Step:
Image collection module (7) is called to obtain the face image data and tongue nature picture number of monitoring user by camera (15) According to;
Smell acquisition module (4) is called to obtain the odiferous information of monitoring user by smell scanner (12);
Voiceprint identification module (2) is called to obtain the acoustic information of monitoring user by electroacoustics instrument (10);Call display module (5) Health Survey is carried out by touching display screen (13) to monitoring user;
Diagnosis by feeling the pulse module (6) is called to obtain the pulse wave data of monitoring user by pulse-taking instrument (14);
Call data coding module (24), by the face image data of acquisition, tongue nature image data, odiferous information, acoustic information, Health Survey information and pulse wave data carry out data characteristics coding by Neural Network Data encryption algorithm;
Call dicision of diagnosis and treatment module (25) according to Chinese medicine health and dicision of diagnosis and treatment knowledge base to monitoring user carry out medical diagnosis on disease and Prescription is recommended;Call result identification module (26) differentiates health status monitored results by fighting nitrification enhancement; Call result evaluation module (27) evaluates health status monitored results according to expert's preset rules.
7. the monitoring method of health state according to claim 6 based on theory of traditional Chinese medical science, it is characterised in that:The monitoring side Method further includes that blood pressure acquisition module (18) is called to acquire the blood pressure parameter of monitoring user by blood pressure instrument (19);Blood glucose is called to adopt Collect the glycemic parameters that module (20) acquires monitoring user by blood glucose meter (21).
8. the monitoring method of health state according to claim 6 based on theory of traditional Chinese medical science, it is characterised in that:The nerve net Network data encoding algorithm uses BP networks, first by the face image data of acquisition, tongue nature image data, odiferous information, sound Information, Health Survey information and the image layered n fritter of pulse wave data correspond to n neuron of input, after compression Data correspond to m neuron of hidden layer, m≤n adjusts the weight of network by training algorithm in network learning procedure, Make the reconstruction error E=of training set image | | X-Z | | mean value reaches minimum, and X is input layer sample set, and Z is output layer sample set.
9. the monitoring method of health state according to claim 6 based on theory of traditional Chinese medical science, it is characterised in that:The nerve net Network data encoding algorithm uses self-organizing map neural network, input layer (x1, x2..., xn), in output layer, m Neuron is arranged into two-dimensional network, wherein each neuron j receives the input of two classes:Input x from input layer ii, power Weight is wij, the fixed weight from output layer neuron, to each external world input vector x=(x1, x2..., xn), when having one A distance d with the inputi=f (x, wj),wj=(w1j,w2j,…,wnj) it is that minimum neuron j is just excited.
10. the monitoring method of health state according to claim 6 based on theory of traditional Chinese medical science, it is characterised in that:The monitoring Method further includes that as a result identification module (26) and evaluation of result module (27) are weighed data by loss function and penalty factor and compiled The result of code module (24) model prediction;Loss function is using log logarithms loss function, quadratic loss function, figure penalties letter Number, Hinge loss functions, 0-1 loss functions or absolute error loss function.
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