CN107280637A - Personal health status predication and the methods, devices and systems of evaluation - Google Patents

Personal health status predication and the methods, devices and systems of evaluation Download PDF

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Publication number
CN107280637A
CN107280637A CN201710258158.2A CN201710258158A CN107280637A CN 107280637 A CN107280637 A CN 107280637A CN 201710258158 A CN201710258158 A CN 201710258158A CN 107280637 A CN107280637 A CN 107280637A
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user
data
health
ambient parameter
air
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罗瑞真
高耀森
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True Environment Technology Co Ltd
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True Environment Technology Co Ltd
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    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00Measuring for diagnostic purposes; Identification of persons
    • AHUMAN NECESSITIES
    • A61MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61BDIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B2560/00Constructional details of operational features of apparatus; Accessories for medical measuring apparatus
    • A61B2560/02Operational features
    • A61B2560/0242Operational features adapted to measure environmental factors, e.g. temperature, pollution

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  • Health & Medical Sciences (AREA)
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  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Physics & Mathematics (AREA)
  • Molecular Biology (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • General Health & Medical Sciences (AREA)
  • Public Health (AREA)
  • Veterinary Medicine (AREA)
  • Measurement Of The Respiration, Hearing Ability, Form, And Blood Characteristics Of Living Organisms (AREA)
  • Measuring And Recording Apparatus For Diagnosis (AREA)

Abstract

A kind of personal health status predication and method, device, system, storage medium and the computer equipment of evaluation that the present invention is provided, the data of the situation of the individual physiological situation for containing user, health and medical records and user's surrounding environment by receiving input in advance;And ambient parameter horizontal data, user's activity data by detection unit around same time metric user, the ambient parameter horizontal data include pollutants in air horizontal data;Analysis is performed using CPU, is made to integrated air quality evaluation, influence amplitude of different types of pollutant to user's health in air is reevaluated;Assessed influence amplitude is utilized, makes and user's health status is predicted and evaluated, provide the rational Health & Fitness Tip of user.The present invention can be automated, timely prediction and evaluation, the rational Health & Fitness Tip that accurate personal health state is provided to user of systematization, and user takes corresponding measure, brought great convenience to user.

Description

Personal health status predication and the methods, devices and systems of evaluation
The present patent application requires to submit Patent Office of the People's Republic of China, Application No. 201610250546.1, hair on April 20th, 2016 It is bright entitled《A kind of personal health status predication and the system and method for evaluation》Chinese patent application priority, its whole Content is hereby incorporated by reference in the application.
Technical field
The present invention relates to the side of health and environmental monitoring, particularly a kind of personal health status predication and evaluation Method, device and system.
Background technology
As air pollution problem inside rooms are increasingly serious, people start to note living environment and working environment, are particularly this Influence of the air quality to personal health in a little environment, at the same time, every country is also in the control to IAQ Regulation is concluded, and corresponding control strategy is proposed with regard to air pollution problem inside rooms, thus to air measuring instrument or device Demand increasingly increases.
Traditional air measurement and the instrument of health status measurement have two major classes, and the first kind is bulky research instrument Device, Equations of The Second Kind is Portable monitor.For first kind measuring instrument, although it measures precise degrees height, but price is high, behaviour Make complicated, the technician for being only suitable for undergoing training uses.For Equations of The Second Kind measuring instrument, because it typically needs measure just for a certain Sensors configured, therefore small volume, still, because different parameters are interrelated, interacted that what is configured as only relied on has Limit sensor goes to measure, and measurement result precise degrees are often relatively low.Also because in this way, utilizing traditional variety classes, different sensings Device principle of induction go measure same case air measurement and health status parameter quality when, often there are different measurement knots Really.Therefore, in order to ensure that parameter measurement is accurate, at least one measuring instrument of carrying is often needed to go to measurement place to measure, so Afterwards by the comprehensive consideration of professional, it can just draw the evaluation of personal health state and provide suggestion.
Moreover, no matter which kind of traditional measurement instrument, be merely able to simply by air measure and health status measurement data Show, be unable to carry out systematic data analysis to these raw measurement datas, accordingly, it would be desirable to the participation of professional The prediction and evaluation of accurate personal health state could be provided to user.
The content of the invention
Based on this, it is necessary to could provide accurately personal strong to user for needing professional to participate in conventional art Health state evaluation and there is provided a kind of personal health status predication and the methods, devices and systems of evaluation, purport the problem of provide suggestion Timely accurate personal health status predication and evaluation are being provided to user.
The technical solution adopted by the present invention is as follows:
A kind of personal health status predication and the method for evaluation, the described method comprises the following steps:
At least one criteria field data relevant with user of input are received in advance, and the criteria field data are at least wrapped Containing with the next item down content:Contain the situation of the individual physiological situation, health and medical records and user's surrounding environment of user;
Ambient parameter horizontal data, user's activity data around same time metric user, wherein, the ambient parameter Horizontal data includes pollutants in air horizontal data;
According to the association sexual intercourse between ambient parameter horizontal data, make to integrated air quality evaluation, wherein, it is described Integrated air quality includes the pollutants in air level not being measured;
According between the criteria field data, user's activity data, ambient parameter horizontal data and integrated air quality Association sexual intercourse, assess the influence amplitude of the pollutants in air horizontal data to user's health;
Using the influence amplitude, make and user's health status is predicted and evaluated.
A kind of personal health status predication and the device of evaluation, described device include:
Input block, at least one criteria field data relevant with user for receiving input in advance, the standard Field data is comprised at least with the next item down content:Contain individual physiological situation, health and medical records and the user's week of user The situation in collarette border;
Detection unit, for the ambient parameter horizontal data around same time metric user, user's activity data, its In, the ambient parameter horizontal data includes pollutants in air horizontal data;
Air Quality Evaluation unit, for according to the association sexual intercourse between ambient parameter horizontal data, making to entirety Air Quality Evaluation, wherein, the integrated air quality includes the pollutants in air level not being measured;
Influence amplitude assessment unit, for according to the criteria field data, user's activity data, ambient parameter number of levels According to the association sexual intercourse between air quality, influence of the pollutants in air horizontal data to user's health data is assessed Amplitude;
Prediction and evaluation unit, for utilizing the influence amplitude, make and user's health status are predicted and evaluated.
A kind of personal health status predication and evaluation system, the system include:
Personal health status predication and evaluating apparatus described in any one, wherein, described device also includes:
Control unit, the varying level for receiving the different parameters detected from the sensor;
Data storage cell, the varying level for storing the different parameters detected from the sensor.
The non-volatile computer readable storage medium storing program for executing of one or more computer executable instructions that are stored with, the calculating When machine executable instruction is executed by one or more processors, one or more of computing device following steps are may be such that:
At least one criteria field data relevant with user of input are received in advance, and the criteria field data are at least wrapped Containing with the next item down content:Contain the situation of the individual physiological situation, health and medical records and user's surrounding environment of user;
Ambient parameter horizontal data, user's activity data around same time metric user, wherein, the ambient parameter Horizontal data includes pollutants in air horizontal data;
According to the association sexual intercourse between ambient parameter horizontal data, make to integrated air quality evaluation, wherein, it is described Integrated air quality includes the pollutants in air level not being measured;
According between the criteria field data, user's activity data, ambient parameter horizontal data and integrated air quality Association sexual intercourse, assess the influence amplitude of the pollutants in air horizontal data to user's health;
Using the influence amplitude, make and user's health status is predicted and evaluated.
A kind of computer equipment, the computer equipment includes memory, processor and is stored on the memory simultaneously The computer program that can be run on the processor, following steps are realized described in the computing device during computer program:
At least one criteria field data relevant with user of input are received in advance, and the criteria field data are at least wrapped Containing with the next item down content:Contain the situation of the individual physiological situation, health and medical records and user's surrounding environment of user;
Ambient parameter horizontal data, user's activity data around same time metric user, wherein, the ambient parameter Horizontal data includes pollutants in air horizontal data;
According to the association sexual intercourse between ambient parameter horizontal data, make to integrated air quality evaluation, wherein, it is described Integrated air quality includes the pollutants in air level not being measured;
According between the criteria field data, user's activity data, ambient parameter horizontal data and integrated air quality Association sexual intercourse, assess the influence amplitude of the pollutants in air horizontal data to user's health;
Using the influence amplitude, make and user's health status is predicted and evaluated.
A kind of personal health status predication and method, device, system, storage medium and the calculating of evaluation that the present invention is provided Ring around machine equipment, the individual physiological situation for containing user, health and medical records and user by receiving input in advance The data of the situation in border;And lived by ambient parameter horizontal data of the detection unit around same time metric user, user Dynamic data, the ambient parameter horizontal data includes pollutants in air horizontal data;Performed using CPU point Analysis, makes to integrated air quality evaluation, reevaluates influence amplitude of different types of pollutant to user's health in air;Profit With the influence amplitude assessed, make and user's health status is predicted and evaluated, provide the rational Health & Fitness Tip of user.The present invention Technical scheme can be automated, systematization it is timely to user provide more accurately the prediction and evaluation of personal health state, Rational Health & Fitness Tip, understands the health status and ambient conditions of oneself to user and provides a canal effectively referred to Road, user takes further countermeasure in time according to reference data and suggestion, is that user improves the quality of living there is provided side Just.
Brief description of the drawings
A kind of personal health status predication and the flow chart of evaluation method preferred embodiment that Fig. 1 provides for the present invention;
A kind of personal health status predication and the program module of evaluating apparatus preferred embodiment that Fig. 2 provides for the present invention Figure;
Personal health status predication and a basic structure schematic diagram of evaluation system that Fig. 3 provides for the present invention;
Another personal health status predication and the basic structure signal of evaluation system that Fig. 4 provides for the present invention Figure;
Another personal health status predication and the basic structure signal of evaluation system that Fig. 5 provides for the present invention Figure;
The personal health status predication and evaluation system that Fig. 6 provides for the present invention are connected to central nurse department of computer science One basic structure schematic diagram of system, clinic or/and hospital computer system;
The assessment embodiment schematic diagram about the personal health status of user that Fig. 7 provides for the present invention;
One embodiment that the physiology or psychology whether Fig. 8 needs for the identification user that the present invention is provided are assisted is shown It is intended to.
Embodiment
In order to make the purpose , technical scheme and advantage of the present invention be clearer, it is right below in conjunction with drawings and Examples The present invention is further elaborated.It should be appreciated that the specific embodiments described herein are merely illustrative of the present invention, and It is not used in the restriction present invention.
As shown in figure 1, a kind of personal health status predication and the method for evaluation, the described method comprises the following steps:
S1, at least one the criteria field data relevant with user for receiving input in advance, the criteria field data are extremely It is few to include with the next item down content:Contain the individual physiological situation, health and medical records and the shape of user's surrounding environment of user Condition.
In the present embodiment, user utilizes input block, pre-enters at least one standard word hop count related to user According at least one described criteria field data contain the individual physiological situation, health and medical records of user.
In one of the embodiments, user clearly inputs effective information data, the criteria field for convenience Data also include the standard input field of at least one conditionity, and by least one input unit, user is with the side of being manually entered Formula, and in the form of answering a questionnaire, input at least one conditionity criteria field, such as using options etc. is simple, user most The form of small workload, facilitates user to input personal information data as far as possible, improves the efficiency of data acquisition.
In one of the embodiments, the criteria field includes at least one of following criteria field:
(a) be used for describe user physiological status personal information data field, the data field at least include with One of data field down:Age, sex, if pregnancy;
(b) it is used to describe the health of user and the data field of medical records, the data field at least includes with next Individual data field:Health history, whether the habits and customs of user, user is smoker;
(c) it is used for the data field for describing the ambient conditions of user, the data field at least includes with next Data field:Environmental condition and/or air draught condition.
Ambient parameter horizontal data, user's activity data around S2, same time metric user, wherein, the environment Parameter level data include pollutants in air horizontal data.
In one of the embodiments, it is contemplated that same environmental aspect and the movable influence to different objects of user are Different, such as the influence of the different groups object such as influence, patient, old man or child to athlete is different, to individual When people's health status is predicted and evaluated, more factors are relate to.Specifically, the ring around the same time metric user Border parameter level data, user's activity data, wherein, the ambient parameter horizontal data includes pollutants in air horizontal data The step of also include:Same time metric user health data.Specifically, step S2 includes:
At least one the ambient parameter horizontal data of S21, same time metric around user, wherein, the environment Parameter level data include different types of pollutant level data in air;
User's activity data that S22, same time metric are carried out in itself from user;
The user's health data of S23, same time metric from user's body.
Specifically, in the present embodiment, detected using at least one detection unit, the detection unit includes at least one Individual different types of sensor, in the varying level of the following different parameters of different types of sensor measurements of same time:
(i) data of at least one ambient parameter level around user, the ambient parameter level includes air In different types of pollutant level data;
Wherein, the ambient parameter includes following at least one:Bacterium in formaldehyde, air, radon gas, nitric oxide, Carbon dioxide, carbon monoxide sucks suspended particles, ozone, air velocity, the level of fungi, TOVC, temperature Degree, relative humidity, dew point, air pressure, wind speed, integrated air quality.
(ii) at least one type is from the movable data just carried out in itself by user;
At least one type is from the movable data just carried out in itself by user, including at least one following work It is dynamic:Motion and the position of user, user's work and rest and non-work and rest situation;And comprising being obtained from an at least following kind of sensor The activity data of the user obtained:Infrared sensor, thermoelectricity (" passive ") infrared sensor (pir sensor);Noise transducer, plus Velocity sensor, intensity of illumination sensor or lux sensor.
(iii) from user's health data of user's body.
In one of the embodiments, the health data includes the data of the vital sign of user.
In one of the embodiments, the health data includes at least one of following kind of data:Respiratory rate, Blood pressure, pulse, body temperature, blood oxygen saturation etc..
In one of the embodiments, wherein, the detection unit is portable unit, and is provided with and is worn on or hangs Invest clip on the body of user or with etc. fixed structure.
S3, according to the association sexual intercourse between ambient parameter horizontal data, make to integrated air quality evaluation, wherein, The integrated air quality includes the pollutants in air level not being measured.
In one of the embodiments, step S3 is specifically included:
S31, the individual circumstances parameter level measured according to the association sexual intercourse between ambient parameter horizontal data, adjustment Data, wherein, the adjustment includes different types of pollutant level data in air;
The individual circumstances parameter level data that S32, basis have adjusted, assess an other environment not being measured Parameter level data and its trend is predicted, wherein, the ambient parameter horizontal data not being measured, including the sky not being measured Different types of pollutant level data in gas;
S33, basis have adjusted the individual circumstances parameter level measured, and the indivedual ambient parameters not being measured assessed Horizontal data, makes to integrated air quality evaluation.
Specifically, in the present embodiment, analysis is performed using at least one CPU, the analysis is related to The analysis of association sexual intercourse between the varying level for the different parameters that consideration is detected from the sensor, the analysis bag Include:
First, according to the association sexual intercourse between at least one ambient parameter horizontal data,
(1) the individual circumstances parameter level measured is adjusted, wherein the adjustment, including measure the sky around user Different types of pollutant level in gas;
Wherein described adjustment, including temperature and relative temperature around user are measured, then according to temperature and phase The sendible temperature related to user to the association sexual intercourse adjustment between temperature;
(2) according to the individual circumstances parameter level that have adjusted, an other ambient parameter not being measured is assessed Level and predict its trend;The ambient parameter level not being measured, including different types of dirt in the air not being measured Contaminate thing level;
(3) basis has adjusted the individual circumstances parameter level measured, and assesses an other ambient parameter not being measured Level, makes to integrated air quality evaluation.
Such as according to temperature in air, relative humidity, dew point, air pressure, wind speed, suction aerosol concentration etc. judge air Quality is to be in what grade, excellent, good, poor etc..
Further, can also perform analysis by least one CPU, the analysis be related to consideration from The analysis of association sexual intercourse between the varying level for the different parameters that the sensor is detected, to provide following prediction:
(1) at least one is not the ambient parameter value come out by sensor measurements, i.e., the ambient parameter value not being measured; And
(2) described is not the ambient parameter value come out by sensor directly measuring, its at least one user is brought The influence of health;
Wherein, it is described that the provided prediction of analysis is provided, it is the movable data and the biography carried out by the user The ambient parameter that sensor detection is obtained carries out the analysis between its association sexual intercourse.
S4, according to the criteria field data, user's activity data, ambient parameter horizontal data and integrated air quality it Between association sexual intercourse, assess the influence amplitude of the pollutants in air horizontal data to user's health.
In this step, analysis is performed using at least one CPU, user's sheet is come from according to measuring The activity data of body progress, at least one described criteria field data, and its pass between (1) described in step S33-(3) Join sexual intercourse, assess influence amplitude of the different types of pollutant to user's health data.
Such as, according to the criteria field data such as the age of user, sex, medical history, whether user is in activity and be fierce Movable or aerobic activity, such as the ambient parameter such as airblrne particulates concentration, air velocity, wind speed level and air The air qualities such as excellent, good, poor, are assessed, influence amplitude of the suction suspended particles to user's respiratory tract, under equal conditions, such as empty It is different to old man and child, health and patient, the influence amplitude whether moved in the case of vaporous condition difference.
S5, using the influence amplitude, make to user's health status predict and evaluate.
In one of the embodiments, when being related to the same time metric user health data in step s 2, step Rapid S5 includes:Using the influence amplitude, user's health data is matched, makes and user's health status is predicted and evaluated, So that central processing unit analysis draw it is as more accurate as possible to personal health status predication and the result of evaluation,
Specifically, analysis is performed by least one CPU, the analysis is related to consideration and passed from described The analysis of association sexual intercourse between the varying level for the different parameters that sensor is detected, by performing the difference to being measured Correlation analysis between ambient parameter and the health parameters of user.The influence amplitude assessed is utilized, matching has been measured User's health data, makes to user's holistic health status predication and evaluation, the prediction of user's health status and evaluation, Include the assessment of any issuable disease risks and health risk as caused by ambient parameter, wherein the disease risks and Health risk assessment also includes the possibility of related disease, at least include to respiratory tract, health of heart state and it is other can Can property exist health risk one of which health status prediction and evaluation, such as relevant respiratory system, heart, eye, ear and The assessment of dermopathic risk possibility.
Health evaluating based on possibility, to provide user's reference and advise, user takes further counter-measure. It is described to provide user's reference and advise, such as advise that the motions such as the appropriate aerobic exercise of user, including run duration and intensity are practised Used forms, and can also advise the change for drinking water user more, eating gourd, fruit and vegetable more, noting the habits and customs such as nutrition equilibrium, may be used also To advise that user's windowing ventilation etc. improves ambient conditions to improve environmental quality, while can also further advise user just Doctor, to take more secure measure.
From the foregoing, it will be observed that the invention provides a kind of personal health status predication and the method for evaluation.Measuring health and ring When border monitors parameter, the varying level of user's activity data and/or health parameters is measured, and the same time is recorded. Then, systematic analysis and judgement are carried out by system automatically, it is different that the systematic analysis includes progress with judgement The assessment of relevance between the health parameters of ambient parameter, activity data and/or user.
At least one advantage of the present invention is timely to provide the prediction of accurate personal health state to user and comment The defect of valency, the current environmental monitoring of solution and health monitoring system and method, while improving prediction and evaluating just Victory and efficiency.
It is a further advantage of the invention that user can in different location and time, but regardless of user mobility with And its active situation, carry out the collection of individual environment data and health data.
In one of the embodiments, it is described user's health status to be predicted and evaluated also including evaluating user physiologically And/or psychologically whether need to assist, so that the result to one reference of user, user notices the degree of situation, it is to avoid When user is in unfavorable critical conditions, due to the shortage of corresponding knowledge, the state of oneself is had no knowledge about, so that situation is more Seriously.
In one of the embodiments, in addition to:If user physiologically and/or psychologically needs to assist, user is received The signal for needing to assist is inputted from input block, so as to facilitate user to be helped in time.
In one of the embodiments, if user's health status prediction and the analysis result evaluated have rated user Physiologically need to assist, and if user physiologically and/or psychologically needs to assist the need for assisting and receiving user's input Signal, user, which is categorized as him/her, to be conscious and needs assistance physiologically;
Or, if user's health status prediction and the analysis result evaluated have rated user and physiologically need association Help, but if the signal helped the need for not receiving user's input, it is not have conscious and need that user, which is categorized as him/her, Assistance that will be physiologically;
Or, if user's health status prediction and the analysis result evaluated are evaluated user and need not physiologically assisted Help, but if the signal that user physiologically and/or psychologically needs to assist and the need for having inputted help is received, user point Class is to need psychological assist for him/her.By the classification of above-mentioned different situations, with reference to different factors and the knot of analysis Really, the possible state of user is drawn, is helped so as to provide specific aim as accurate as possible to user.
In one of the embodiments, methods described also includes:The energy carried out by user described in counters monitor The workload of work, and level and the workload according to different ambient parameters are consumed, to the operating efficiency of the user Production value evaluation is made, and records and shows the production value to the user, when the production value of user has exceeded one in advance Definition or average production value, produce an alarm.So as to be taken a good rest in time to one prompting of user or warning user, it is to avoid User's workload is excessive cause it is overworked.
As shown in Fig. 2 corresponding to the above method, the present invention also provides a kind of personal health status predication and evaluating apparatus, Described device includes:
Input block 10, at least one criteria field data relevant with user for receiving input in advance, the mark Quasi- field data is comprised at least with the next item down content:Contain the individual physiological situation, health and medical records and user of user The situation of surrounding environment, specifically as described in above-mentioned method;
Detection unit 20, for the ambient parameter horizontal data around same time metric user, user's activity data, its In, the ambient parameter horizontal data includes pollutants in air horizontal data, specifically as described in above-mentioned method;
Air Quality Evaluation unit 30, for according to the association sexual intercourse between ambient parameter horizontal data, making to whole Body Air Quality Evaluation, wherein, the integrated air quality includes the pollutants in air level not being measured, specifically as described above Described in method;
Influence amplitude assessment unit 40, for according to the criteria field data, user's activity data, ambient parameter level Association sexual intercourse between data and integrated air quality, assesses shadow of the pollutants in air horizontal data to user's health The amplitude of sound, specifically as described in above-mentioned method;
Prediction and evaluation unit 50, for utilizing the influence amplitude, make and user's health status are predicted and evaluated, tool Body is as described in above-mentioned method.
In one of the embodiments, the detection unit also includes:Same time metric user health data, specifically such as Described in the above method.
In one of the embodiments, the prediction and evaluation unit include:
Using the influence amplitude, user's health data is matched, makes and user's health status is predicted and evaluated, tool Body is as described in above-mentioned method.
In one of the embodiments, the detection unit includes:
The horizontal detection sub-unit of ambient parameter, at least one ambient parameter of same time metric around user Horizontal data, wherein, the ambient parameter horizontal data includes different types of pollutant level data in air, specifically as above State described in method;
User's activity data detection sub-unit, for same time metric from the movable number of user that user is carried out in itself According to specifically as described in above-mentioned method;
User's health data detection sub-unit, for same time metric from user's health data of user's body, tool Body is as described in above-mentioned method.
In one of the embodiments, the Air Quality Evaluation list includes:
Subelement has been measured in adjustment, for according to the association sexual intercourse between ambient parameter horizontal data, adjustment have been measured Individual circumstances parameter level data, wherein, the adjustment includes different types of pollutant level data in air, specifically such as Described in the above method;
Subelement is not measured in assessment, for according to the individual circumstances parameter level data that have adjusted, assessing individual Other ambient parameter horizontal data not being measured and its trend is predicted, wherein, the ambient parameter number of levels not being measured According to, including different types of pollutant level data in the air not being measured, specifically as described in above-mentioned method;
Air Quality Evaluation subelement, the individual circumstances parameter level measured, and assessed have been adjusted for basis The ambient parameter horizontal data not being measured, makes to integrated air quality evaluation, specifically as described in above-mentioned method.
In one of the embodiments, the prediction and evaluation unit also include:
Evaluate and assist subelement, it is specifically square as described above for evaluating whether user physiologically and/or psychologically needs to assist Described in method.
In one of the embodiments, the input block also includes:
Assist signal subelement is received, if physiologically and/or psychologically needing to assist for user, user is received from defeated Enter the signal that unit input needs to assist, specifically as described in above-mentioned method.
In one of the embodiments, in addition to taxon, it is used for:
If user's health status prediction and the analysis result evaluated have rated user and physiologically need assistance, and such as Fruit user physiologically and/or psychologically needs the signal assisted the need for assisting and receiving user's input, and user is categorized as He/her is conscious and the assistance of needs physiologically;
Or, if user's health status prediction and the analysis result evaluated have rated user and physiologically need association Help, but if the signal helped the need for not receiving user's input, it is not have conscious and need that user, which is categorized as him/her, Assistance that will be physiologically;
Or, if user's health status prediction and the analysis result evaluated are evaluated user and need not physiologically assisted Help, but if the signal that user physiologically and/or psychologically needs to assist and the need for having inputted help is received, user point Class is to need psychological assistance for him/her, specifically as described in above-mentioned method.
In one of the embodiments, in addition to monitoring and alarm unit, for being entered by user described in counters monitor The workload for the energy expenditure work gone, and level and the workload according to different ambient parameters, to the user Operating efficiency make production value evaluation, and record and show the production value to the user, when the production value of user exceedes One pre-defined or average production value, produces alarm, specifically as described in above-mentioned method.
In one of the embodiments, in addition to display unit, the display unit to user show one it is comprehensively real When report so that user comprehensively understands situation and the prediction of itself and environment now.
In one of the embodiments, real-time report is provided to user, the real-time report is a comprehensively report, Including the comment to air quality, and including at least one in following information:
(1) level of different health parameters;
(2) the movable daily record of user's operation and/or information;
(3) to the integrated air quality evaluation for the air measured;
(4) to the comment and prediction of the level of ambient parameter come out by system sensor institute directly measuring;
(5) to not being the comment and prediction of ambient parameter and/or component health parameters directly come out by sensor measurements, Described is not the ambient parameter and/or health status directly come out by sensor measurements, and its parameter level is according to center processing The analysis result of unit and obtain;
(6) recommendation of user is given, the recommendation is on how according to the data improvement environmental condition measured;
(7) by the varying environment parameter detected by least one described sensor, with respect to the activity of user, it is different The contamination sources and level of ambient parameter, the healthy short-term and/or long-term influence and evaluation to user;
(8) change of different ambient parameter relatively, evaluation to comprehensive improvement or the deterioration of the health status of user and/ Or prediction;
(9) to operation air quality apparatus suggested and evaluation, the operation air quality equipment includes following at least one: Exhaust equipment, ventilation equipment, air cleaner, air-conditioning/air-conditioning device;
(10) to the indoor environment parameter measured obtained by least one described sensor measurements, its level is evaluated How many is influenceed by region Outdoor Air Parameters;
(11) evaluate measured indoor environment parameter and the correlation between the time, the correlation include it is following at least It is a kind of:Rate of heat exchange, pollutant dispersion rate, pollutant emission rate, the removal rate of pollutant, air rate of change;
(12) work that user should perform is commented on and advises, to improve ambient parameter and health parameters;
(13) level of measured ambient parameter is evaluated, it is caused to be related to lung, respiratory system, heart, blood vessel, eye The dermopathic risk assessment of eyeball, ear and user;
(14) to the suggestion for the level of ambient parameter measured.
In order to be better understood upon present invention above technical scheme, illustrate skill of the present invention by embodiment of concrete scene below Art scheme:
Such as, in one embodiment, user belongs to that he is personal to carry with type health and environment using one Monitoring system, it is described to carry with type health and environmental monitoring system based on the personal health status predication of the invention provided and comment The method and apparatus of valency and design, the health and environmental monitoring system, detection unit therein is a portable device.With Person carries with different parameters of the detection unit monitoring around him, includes a diameter of 2, the particulate matter of 5 microns (PM2,5) The concentration of matter, temperature, relative humidity;In same detection unit, accelerometer is also provided with, lux sensor is infrared Sensor and noise transducer are with the motion for making detection user and movable situation;User also uses another inspection in system Unit is surveyed, to collect his respiratory rate and body temperature.
In addition, user is using an input block, the problem of simultaneously input system is supplied to his questionnaire form is answered, he is defeated Personal information of the system about him is entered, the age, (he was probably the child of less than 8 years old, and according to his age, system judges The not yet fully ripe development of his lung functions) and his health history (whether he has allergic reaction to Cucumber, or he is It is not no the problem of have asthma).
Collected data (including ambient parameter data, user's activity data, the input letter of health parameters data and user Breath data) analyzed by CPU, and suggestion and the assessment result of health risk are shown to user (or user Father and mother or doctor).
In another embodiment, a kind of method based on the personal health status predication that provides of the present invention and evaluation and Device and design health and environmental monitoring system, include one contain at least one sensor detection unit, the detection list Include the detection unit for measuring ambient parameter in member, ambient parameter is (to use light scattering by measuring suspended particulates inductor The principle of sensor) detection particulate matter level, temperature and relative humidity and detect.In synchronization, the detection unit is also wrapped Include, also utilize the data that the motion of user is surveyed in pir sensor sense (i.e. Passive Infra Red, electric infrared sensor), And the movable data of user are sensed using accelerometer.By the activity data and big data of user, described health and environment The chemical molecule types for the pollutant that the geographic vicinity of monitoring system estimation is produced.
For example, if user is located at the vicinity of the exhaust in parking lot, described health and environmental monitoring system estimate air In the chemical element of pollutant include the sulphur of particular percentile, nitrogen, carbon etc..Due to the inspection of this health and environmental monitoring system At least one sensor surveyed in unit, the sensor not including any these detectable chemical elements (is to contain Using the suspended particulates inductor of the principle of light scattering sensor, the detection unit of temperature sensor and relative humidity sensor is not The chemical element of the pollutant in air can be detected)
In another example, if user works in printing house, the chemical element of produced pollution thing includes in printing house's air Particular percentile fullerene and carbon are impossible to by least one biography in any detection unit in environmental monitoring system Sensor detect (be the suspended particulates inductor for containing the principle using light scattering sensor, temperature sensor and relative The detection unit of humidity sensor can not detect the chemical element of the pollutant in air).
(it is to contain to dissipate using light according to collected ambient parameter data during the analysis that CPU is performed Penetrate the suspended particulates inductor of the principle of sensor, the data that temperature sensor and relative humidity sensor are measured) and user Movable data (being the data for containing and being measured using pir sensor and accelerometer) prediction, the prediction bag are provided Include:
(a) this prediction of the Chemical composition that of the concentration of the respirable suspended particulate accordingly sensed can not be directly from detection It (is to contain the suspended particulates sensing using the principle of light scattering sensor that at least one sensor in unit, which is detected, The detection unit of device, temperature sensor and relative humidity sensor can not detect the chemical element of the pollutant in air);
(b) chemical combination of the user exposed to the concentration of the respirable suspended particulate accordingly sensed obtained by analysis The health effect of thing.
The present invention also provides a kind of personal health status predication and evaluation system, and the system includes:
Personal health status predication and evaluating apparatus described in any one, wherein, described device also includes:
Control unit, the varying level for receiving the different parameters detected from the sensor;
Data storage cell, the varying level for storing the different parameters detected from the sensor.
In one of the embodiments, wherein, described control unit and at least one described detection unit are integrated and shape Into a single unit, described control unit is placed on same shell with least one detection unit, is propped up by identical power supply Hold operation.
In one of the embodiments, wherein, described control unit and at least one detection unit are separated Bu Tong single Member, they are placed on different shells, and support operation by different power supplys, and they are mutual by wireless data transmission mode Mutually link up;The transfer approach of the wireless data uses following one of data transmission technology at least:Infrared ray, it is wireless blue Tooth technology, near-field communication technology.
In one of the embodiments, wherein, the parameter level measured from detection unit at least one described and center The analysis result of processing unit, is also branched in its following at least one system or equipment:
(1) computer system of central nurse, the computer system of the central nurse include user by progress Nursing and/or the nursing record carried out;
(2) computer system of clinic and/or hospital, wherein, the computer system record of the clinic and/or hospital The medical records of user;
(3) personal communication devices of doctor or professional consultant, wherein, whose management the doctor or professional consultant, which are responsible for, is used The health status of person.
In one of the embodiments, described control unit also stored for preassigned and criterion, the preassigned and Criterion defines the parameter area of different parameters, wherein, the preassigned and criterion are according to the data field inputted by user The standard that is converted into is defined.
In one of the embodiments, the preassigned and criterion define the parameter area of different parameters, and including First criterion of the parameter area of each measure, first criterion defines the normal of each measure Advise parameter area.
In one of the embodiments, the preassigned and criterion define the parameter area of different parameters, and including Second criterion, second criterion defines array condition, and the array condition limited by least two parameters The preassigned determined and the first criterion of criterion are defined.
In one of the embodiments, the preassigned and criterion define the parameter area of different parameters, and including 3rd criterion, the 3rd criterion for the parameter area of each measurement parameter defines generic.
In one of the embodiments, the preassigned and criterion define the parameter area of different parameters, and including 4th criterion, the 4th criterion is the overall evaluation to there is the parameter measured to give, described by the 4th It is the data and generic combination judgement measured according to different measurement parameters that criterion, which gives the overall evaluation,.
In one of the embodiments, the preassigned and criterion are in real time according to the analysis knot from CPU Fruit updates.
In one of the embodiments, wherein the data storage cell further stores the preassigned and criterion.
In one of the embodiments, the association sexual intercourse for the parameter level that described control unit is measured according to difference, control Make the running of at least one environmental unit;
Wherein, the environmental unit includes at least one following equipment:Air exhaust, ventilation equipment, air mistake Filter, air purifier, conditioner, air conditioner, humidifier, dehumidifier, lighting device, heater, cooler.
In one of the embodiments, wherein, described control unit is also connected to transportation system, and the transportation system is one The transportation system of individual on-demand service, when CPU is categorized as user to need physiology to assist, described control unit is led to Transportation system's prompting is crossed, the prompting includes arranging service that user is sent to hospital/clinic/recovery centre suitably Side.
In one of the embodiments, described control unit is also connected to the communicator of the kinsfolk of the user, If the user needs assistant, when user is classified as not realize and needs physiology to assist, or when needing the psychology to assist, institute State control unit and kinsfolk is notified by the communicator of the kinsfolk of the user.
It refer to Fig. 3-5, Fig. 3-5 and show that the difference of the personal health status predication of the invention provided and evaluation system is real Apply scheme.Described personal health status predication and evaluation system, are carried with user, to measure the parameter around him, and this is one Personal portable health and environmental monitoring system, the system can collect the following kind of data related to user:
The data related to user's health status, wherein, these data are collected by detection unit 10, the detection unit 10 It is interior including multiple sensors, to measure the health data of user, health data includes the data of the vital sign of user, including its In it is at least one of following:Body temperature, blood is in the data of the oxygen saturation value (SatPSO2) in artery, blood pressure, respiratory rate, heart Speed.
The activity data related to user, the data are by from the sensor collection in detection unit 11, the detection list Include multiple sensors in member 11, to measure the activity data of user, sensor includes at least one following:Infrared sensing Device, thermoelectricity (" passive ") infrared sensor (pir sensor), noise transducer, acceleration transducer, intensity of illumination sensor or Lux sensor.
The ambient parameter data related to user is collected by detection unit 12, and multiple sensings are included in the detection unit 12 Device, to measure the data for surrounding multiple ambient parameter levels around user, including it is wherein at least one of following:Formaldehyde, air In bacterium, radon and nitric oxide, carbon dioxide, carbon monoxide sucks suspended particles, ozone, air velocity, the water of fungi It is flat, TOVC, temperature, relative humidity, dew point, air pressure, wind speed, overall air quality.
At least one criteria field data related to user, are inputted by user from input block 13, with pre-enter with The related multiple criteria fields of user or/and user's input need the signal assisted, and it can be in the form of questionnaire by first system Asked a question to user, then, user is by input unit 13, with manual form, at least one criteria field of input, to answer system The problem of sending, including it is wherein at least one of following:
For the personal data of user:Such as the age, sex is whether pregnant;
Health history;
Custom, such as user whether smoker;
The environmental problem related to user, such as air draught are no.
In this system, including a control unit 20, described control unit includes data storage cell 21, prestored The standard and criterion of the upper and lower bound of at least one pre-defined detection data, i.e., the conventional parameter of each measure Scope, by comparing the data measured from least one described detection unit 10,11,12,13, and the pre-defined mark Accurate and criterion, is analyzed when putting into effect, wherein, described at least one standard and criterion, the criteria field that can also be inputted according to user Pre-define.
When the value for the detection data measured exceedes the standard and criterion of pre-defined upper and lower bound, Warning alarm It can be triggered;The Warning alarm will be sent at least one terminal for assisting 30.
Wherein, as shown in figure 3, described control unit, can be located at a local facilities (Local Device) 500, It is connected to detection unit 10, and 11,12,13, and the following parameter value detected is received to its receiving port 22:
Health parameters;
Activity data;
The signal or data inputted by user;
Ambient parameter;
Wherein, can also be as shown in figure 4, in the central nurse computer system 600 that control unit can be located therein, institute State control unit and be connected to local device (Local Device) 500, the receiving port of local device (Local Device) 500 22 further connecting detection units 10,11,12,13, receive the detected value of detection unit 10,11,12,13.
Wherein, can also be as shown in figure 5, control unit, which can be located at control unit, can be located at clinic and/or hospital's calculating Machine system 700, described control unit is connected to local device (Local Device) 500, local device (Local Device) the further connecting detection unit 10 of 500 receiving port 22,11,12,13, receive detection unit 10,11,12,13 and examine Measured value.
Any local device 500, central nurse computer system 600 and clinic and hospital or computer system 700 all may be used To be further connected to the terminal of collaborationist 30.
Described central nurse computer system 600, except directly (or indirect) receives strong in detection unit 10 Health parameter (vital sign parameter signals), it also will input nursing data comprising an input port, nurse from input equipment 50.
On the other hand, the personal health status predication of the invention and the system of evaluation also include an input element The alarm signal 13 (i.e. warning system) for being available for user to input, the value of the different health parameters of control unit assessment, activity data, Association sexual intercourse between ambient parameter data, at least one criteria field data related to user, provides at least one in real time The average value of the proficiency assessment of the health status of individual user, also continuous rolling health parameters, to determine the health status of the user; Recognize that user needs or unwanted assistance, and according to user by the input from warning system, judge whether user needs life Reason or psychological assistant's (reference picture 8).
Fig. 6 shows the system that different detection units are connected to a kind of personal health status predication and evaluation, center Nursing computer system and clinic or/and an overall basic structure connection of hospital computer system.At least one locally sets Standby unit receives the data of at least one detection unit, and central nurse computer system and clinic are also connected in the lump Or/and hospital computer system.
Fig. 7 shows the association sexual intercourse between the value of the different health parameters under the conditions of varying environment is considered, from Assess the different health problems obtained.For example, the upper restriction for exceeding basis of heart rate, blood pressure, and respiratory rate, is assessed Go out the health problem problematic 1,2,3 that may occur;For example, body temperature has exceeded the upper limit, heart rate and blood pressure exceed Relevance relationship assessment between lower limit, the value of the different health parameters under the conditions of varying environment is considered goes out possibility Health problem problematic 4,5,6;It is different under the conditions of varying environment is considered if respiratory rate and PSO2 have exceeded the upper limit Association sexual intercourse between the value of health parameters, evaluates the health problem problematic 1,6,7 that may occur;Institute in the present embodiment It is all the different ambient parameter according to different condition to have assessment, and the activity of user inputs at least one related to user The matrix of the composition of criteria field data, carries out immediate assessment and prediction.
According to different predictions or assess and the problem of obtain, described control unit will indicate appropriate terminating machine, use Person obtains appropriate assistance, and described control unit is also indicated that about user in the nursing note in the computer system of clinic or hospital Record and vital sign data, are suitably retrieved, and are examined and are used to doctor.
Shown data transfer in all accompanying drawings, is to indicate that (this represents a folk prescription by single headed arrow --- -- > To data transfer) or represented by double-headed arrow < --- -- > (its represent two-way data transfer), be all with wirelessly or non-wirelessly Mode transmit.
From the foregoing, it will be observed that when the personal health status predication that provide of the present invention and evaluation system be connected to including but not limited to Under at least one system or during device:The computer system of central nurse, clinic and/or the computer system of hospital, doctor Or the personal communication devices of professional consultant, transportation system and kinsfolk communicator when, a kind of health status can be used as Or life sign monitor system, the health status or life sign monitor system can apply to nursing homes, ward/hospital, Or in personal family.
The system that the present invention is provided is applied to hospital and/or old solitary people as health status or life sign monitor system Household in, following effect can be brought:
(1) health condition that patient/old man is monitored with real-time monitor mode, is monitored using detection unit, patient/old man Health condition be sent in the computer system of central nurse, it is possible to reduce be patient/elderly service nurse and waiter Workload;
(2) health status or vital sign of patient/old man or the user that need be nursed, can also be monitored, at them also Do not reach before situation about can not cure, it is saved in time;
(3), keep tracking the health status or vital sign of user or patient, and the central nurse for passing through care station In computer system, clinic and hospital or computer system, and/or by the personal mobile communication equipment of doctor, doctor is reminded In the health status of raw and/or nursing staff user or patient or vital sign any suddenly change;
(4), allow the health status and health data according to user/patient, obtain the entry evaluation of correlation, and this is strong Health situation and health data are can not to easily pass through single health data or vital sign is estimated;
(5) those solitary users/patient, can be made to obtain timely relief, occurred when there is any very der Hammer He/her when, and prevent him/her from succouring, for example, he slips on bathroom floor, it is impossible to call for an ambulance of making a phone call of getting up, this Invention can be succoured in time makes those solitary user/patients;
(6), using low price stethoscope and thermometer, health status is monitored with wireless data transmission technology or automatic continuous Monitor the vital sign of patient;
(7) human hand of resource and nurse in ward or Hu Lao institutes, is enable to save, nurse need not often go to use The bedside of person/patient collects health status or vital sign carrys out data, saves in arrangement archives and input data nursing record Human resources;
(8), allow the nursing record of user/patient associated in moment progress to case history with related ring parameter border;
(9), when the health status and vital sign of user have any unexpected change, and necessity is to its past healthy shape State, nursing record, and the ambient parameter being connected are made when checking or investigating, and the present invention allows a user to be specifically good for according to it Health state, nursing record, and retrieval of the ambient parameter being connected by progress moment and immediately;
(10) if, user or patient physiologically need to assist, before assisting to reach user or patient, the present invention can be with Its state of consciousness to user or patient provides advance assess;
(11) if, user or patient physiologically need to assist, the present invention allows have more help or a psychology side The assessment of offer is provided.
(12), the present invention can exclude or lower user or false alarm that patient sends.
(13), the present invention directly provides assistance to user or patient, particularly the elderly and/or solitary personage.
There is provided the non-volatile computer of one or more computer executable instructions that are stored with one embodiment Readable storage medium storing program for executing, when the computer executable instructions are executed by one or more processors, may be such that one or many Individual computing device following steps:
At least one criteria field data relevant with user of input are received in advance, and the criteria field data are at least wrapped Containing with the next item down content:Contain the situation of the individual physiological situation, health and medical records and user's surrounding environment of user;
Ambient parameter horizontal data, user's activity data around same time metric user, wherein, the ambient parameter Horizontal data includes pollutants in air horizontal data;
According to the association sexual intercourse between ambient parameter horizontal data, make to integrated air quality evaluation, wherein, it is described Integrated air quality includes the pollutants in air level not being measured;
According between the criteria field data, user's activity data, ambient parameter horizontal data and integrated air quality Association sexual intercourse, assess the influence amplitude of the pollutants in air horizontal data to user's health;
Using the influence amplitude, make and user's health status is predicted and evaluated.
In one embodiment there is provided a kind of computer equipment, the computer equipment include memory, processor and It is stored in the computer program that can be run on the memory and on the processor, computer described in the computing device Following steps are realized during program:
At least one criteria field data relevant with user of input are received in advance, and the criteria field data are at least wrapped Containing with the next item down content:Contain the situation of the individual physiological situation, health and medical records and user's surrounding environment of user;
Ambient parameter horizontal data, user's activity data around same time metric user, wherein, the ambient parameter Horizontal data includes pollutants in air horizontal data;
According to the association sexual intercourse between ambient parameter horizontal data, make to integrated air quality evaluation, wherein, it is described Integrated air quality includes the pollutants in air level not being measured;
According between the criteria field data, user's activity data, ambient parameter horizontal data and integrated air quality Association sexual intercourse, assess the influence amplitude of the pollutants in air horizontal data to user's health;
Using the influence amplitude, make and user's health status is predicted and evaluated.
In summary, personal health status predication of the present invention and the method for evaluation, device, system, storage medium And computer equipment, following good effect can be brought:
A kind of instrument is further provided, to be recorded and analyzed in the different duration, different ambient parameter Change, the result and its reason of user's activity and/or health parameters levels.
A kind of instrument is further provided, the reason for record and analyze some possible diseases;It also provides one Kind of instrument is recorded and analyzed, and the reason for the health status of one user of influence and source, particularly those diseases are related to breathing System, lung, heart, blood vessel, eyes, ear and skin disease.
A kind of channel is further provided, to collect the environment and health data of different users, and one is stored in Individual cloud storage system, makes it as big data, further, using the big data of relevant environmental parameter and health parameters, is total to With analysis, it is the user of community, there is result and conclusion for improving the quality of living.Make to analyze comprehensively to be favourable, it is described Big data also includes the ring of the relevant field of each user, the personal information of such as user, individual activity data, and phase application person Border supplemental characteristic.
Big data of the present invention, is further advanced by analysis, produce the parameter for changing or improving environment conclusion and Comment, extends the life-span of different users.
Meanwhile, system architecture of the invention is simply easy, can be operated by non-technical user, the parameter high precision assessed And accuracy.
The present invention has more implementations, under any circumstance, is related to from least one sensor or detection unit The data for measuring acquisition;Collect ambient parameter data, activity data and health parameters;Or be related to one it is portable health and Environmental monitoring system collects ambient parameter data, activity data and health parameters;Or it is related to personal health and environmental monitoring System data acquisition system, its analysis result is a real-time report, and report includes according to user's ambient parameter data, activity Data and health parameters;Or described many health and environmental monitoring systems and equipment include at least one can be by there is circuit Or wirelessly link together, all flow into the spirit of the present invention.
Present patent application is illustrated by several specific embodiments, and it describes more specific and detailed, but not Can therefore it be construed as limiting the scope of the patent.It should be pointed out that for the person of ordinary skill of the art, Without departing from the inventive concept of the premise, various conversion and equivalent substitute can also be carried out to present patent application, these all belong to In protection scope of the present invention.In addition, for particular condition or concrete condition, various modifications can be made to present patent application, and The scope of present patent application is not departed from.Therefore, present patent application is not limited to disclosed specific embodiment, patent of the present invention Protection domain should be determined by the appended claims.
One of ordinary skill in the art will appreciate that realize all or part of flow in above-described embodiment system, being can be with The hardware of correlation is instructed to complete by computer program, described program can be stored in a computer read/write memory medium In, in such as embodiment of the present invention, the program can be stored in the storage medium of computer system, and by the computer system At least one computing device, to realize the flow for including the embodiment of each system as described above.Wherein, the storage medium can be Magnetic disc, CD, read-only memory (Read-Only Memory, ROM) or random access memory (Random Access Memory, RAM) etc..
Each technical characteristic of embodiment described above can be combined arbitrarily, to make description succinct, not to above-mentioned reality Apply all possible combination of each technical characteristic in example to be all described, as long as however, the combination of these technical characteristics is not deposited In contradiction, the scope of this specification record is all considered to be.

Claims (31)

1. a kind of personal health status predication and the method for evaluation, it is characterised in that the described method comprises the following steps:
In advance receive input at least one criteria field data relevant with user, the criteria field data comprise at least with The next item down content:Contain the situation of the individual physiological situation, health and medical records and user's surrounding environment of user;
Ambient parameter horizontal data, user's activity data around same time metric user, wherein, the ambient parameter level Data include pollutants in air horizontal data;
According to the association sexual intercourse between ambient parameter horizontal data, make to integrated air quality evaluation, wherein, the entirety Air quality includes the pollutants in air level not being measured;
According to the pass between the criteria field data, user's activity data, ambient parameter horizontal data and integrated air quality Join sexual intercourse, assess influence amplitude of the pollutants in air horizontal data to user's health;
Using the influence amplitude, make and user's health status is predicted and evaluated.
2. according to the method described in claim 1, it is characterised in that the ambient parameter water around the same time metric user Flat data, user's activity data, wherein, the step of ambient parameter horizontal data includes pollutants in air horizontal data is also Including:Same time metric user health data.
3. method according to claim 2, it is characterised in that described to utilize the influence amplitude, makes to user's health The step of status predication and evaluation, includes:
Using the influence amplitude, user's health data is matched, makes and user's health status is predicted and evaluated.
4. according to the method in claim 2 or 3, it is characterised in that the environment ginseng around the same time metric user Number horizontal data, user's activity data and user's health data, wherein, the ambient parameter horizontal data includes polluting in air The step of thing horizontal data, includes:
At least one the ambient parameter horizontal data of same time metric around user, wherein, the ambient parameter level Data include different types of pollutant level data in air;
User's activity data that same time metric is carried out in itself from user;
User health data of the same time metric from user's body.
5. method according to claim 1 or 2, it is characterised in that the pass between the horizontal data according to ambient parameter Join sexual intercourse, make to integrated air quality evaluation, wherein, the integrated air quality includes polluting in the air that is not measured The step of thing level includes:
According to the association sexual intercourse between ambient parameter horizontal data, the individual circumstances parameter level data measured are adjusted, its In, the adjustment includes different types of pollutant level data in air;
According to the individual circumstances parameter level data that have adjusted, an other ambient parameter level not being measured is assessed Data and predict its trend, wherein, the ambient parameter horizontal data not being measured, including in the air not being measured it is different The pollutant level data of species;
The individual circumstances parameter level measured according to having adjusted, and the indivedual ambient parameter number of levels not being measured assessed According to making to integrated air quality evaluation.
6. method according to claim 1 or 2, it is characterised in that described also to be wrapped to the prediction of user's health status and evaluation Include whether evaluation user physiologically and/or psychologically needs to assist.
7. method according to claim 6, it is characterised in that also include:If user physiologically and/or psychologically needs Assist, receive user and the signal for needing to assist is inputted from input block.
8. method according to claim 7, it is characterised in that if user's health status prediction and the analysis evaluated Evaluation of result user physiologically needs to assist, and if user physiologically and/or psychologically needs to assist and receive user The signal assisted the need for input, it is conscious and the assistance of needs physiologically that user, which is categorized as him/her,;
Or, if user's health status prediction and the analysis result evaluated, which have rated user, physiologically needs assistance, but If not receiving the signal helped the need for user's input, it is not have conscious and need physiology that user, which is categorized as him/her, On assistance;
Or, if user's health status prediction and the analysis result evaluated are evaluated user and need not physiologically assisted, but If receiving the signal that user physiologically and/or psychologically needs to assist and the need for having inputted help, user is categorized as He/her is to need psychological assist.
9. method according to claim 1 or 2, it is characterised in that methods described also includes:
The workload that the energy expenditure carried out by user described in counters monitor works, and according to different ambient parameters Level and the workload, the operating efficiency to the user make production value evaluation, and record and show institute to the user Production value is stated, when the production value of user has exceeded a pre-defined or average production value, an alarm is produced.
10. a kind of personal health status predication and the device of evaluation, it is characterised in that described device includes:
Input block, at least one criteria field data relevant with user for receiving input in advance, the criteria field Data are comprised at least with the next item down content:Contain ring around the individual physiological situation, health and medical records and user of user The situation in border;
Detection unit, for the ambient parameter horizontal data around same time metric user, user's activity data, wherein, institute Stating ambient parameter horizontal data includes pollutants in air horizontal data;
Air Quality Evaluation unit, for according to the association sexual intercourse between ambient parameter horizontal data, making to integrated air Quality evaluation, wherein, the integrated air quality includes the pollutants in air level not being measured;
Influence amplitude assessment unit, for according to the criteria field data, user's activity data, ambient parameter horizontal data and Association sexual intercourse between air quality, assesses influence amplitude of the pollutants in air horizontal data to user's health;
Prediction and evaluation unit, for utilizing the influence amplitude, make and user's health status are predicted and evaluated.
11. device according to claim 10, it is characterised in that the detection unit also includes:
Same time metric user health data.
12. device according to claim 11, it is characterised in that the prediction and evaluation unit include:
Using the influence amplitude, user's health data is matched, makes and user's health status is predicted and evaluated.
13. the device according to claim 11 or 12, it is characterised in that the detection unit includes:
The horizontal detection sub-unit of ambient parameter, at least one the ambient parameter level of same time metric around user Data, wherein, the ambient parameter horizontal data includes different types of pollutant level data in air;
User's activity data detection sub-unit, the user's activity data carried out in itself from user for same time metric;
User's health data detection sub-unit, for same time metric from user's body user's health data.
14. the device according to claim 10 or 11, it is characterised in that the Air Quality Evaluation list includes:
Subelement has been measured in adjustment, for according to the association sexual intercourse between ambient parameter horizontal data, adjusting measured Other ambient parameter horizontal data, wherein, the adjustment includes different types of pollutant level data in air;
Subelement is not measured in assessment, individual other for according to the individual circumstances parameter level data that have adjusted, assessing The ambient parameter horizontal data that is not measured and its trend is predicted, wherein, the ambient parameter horizontal data not being measured, bag Include different types of pollutant level data in the air not being measured;
Air Quality Evaluation subelement, for according to having adjusted the individual circumstances parameter level measured, and assess it is indivedual not The ambient parameter horizontal data being measured, makes to integrated air quality evaluation.
15. the device according to claim 10 or 11, it is characterised in that the prediction and evaluation unit also include:
Evaluate and assist subelement, for evaluating whether user physiologically and/or psychologically needs to assist.
16. device according to claim 15, it is characterised in that the input block also includes:
Assist signal subelement is received, if physiologically and/or psychologically needing to assist for user, user is received single from input Member input needs the signal assisted.
17. device according to claim 16, it is characterised in that also including taxon, is used for:
If user's health status prediction and the analysis result evaluated, which have rated user, physiologically needs assistance, and if with Person physiologically and/or psychologically needs to assist and receive the signal assisted the need for user's input, user be categorized as he/ She is conscious and the assistance of needs physiologically;
Or, if user's health status prediction and the analysis result evaluated, which have rated user, physiologically needs assistance, but If not receiving the signal helped the need for user's input, it is not have conscious and need physiology that user, which is categorized as him/her, On assistance;
Or, if user's health status prediction and the analysis result evaluated are evaluated user and need not physiologically assisted, but If receiving the signal that user physiologically and/or psychologically needs to assist and the need for having inputted help, user is categorized as He/her is to need psychological assist.
18. the device according to claim 10 or 11, it is characterised in that also including monitoring and alarm unit, for passing through The workload for the energy expenditure work that user described in counters monitor has been carried out, and the level according to different ambient parameters and institute Workload is stated, the operating efficiency to the user makes production value evaluation, and records and show the production value to the user, When the production value of user has exceeded a pre-defined or average production value, an alarm is produced.
19. the device according to claim 10 or 11, it is characterised in that also including display unit, the display unit is given User shows a comprehensive real-time report.
20. device according to claim 19, it is characterised in that the real-time report at least includes with next letter Breath:
(1) level of different health parameters;
(2) the movable daily record of user's operation and/or information;
(3) to the integrated air quality evaluation for the air measured;
(4) to the comment and prediction of the level of ambient parameter come out by system sensor institute directly measuring;
(5) it is described to not being the comment and prediction of ambient parameter and/or component health parameters directly come out by sensor measurements It is not the ambient parameter and/or health status directly come out by sensor measurements, its parameter level is according to CPU Analysis result and obtain;
(6) recommendation of user is given, the recommendation is on how according to the data improvement environmental condition measured;
(7) by the varying environment parameter detected by least one described sensor, with respect to the activity of user, its varying environment The contamination sources and level of parameter, the healthy short-term and/or long-term influence and evaluation to user;
(8) change of different ambient parameter relatively, evaluation to comprehensive improvement or the deterioration of the health status of user and/or pre- Survey;
(9) to operation air quality apparatus suggested and evaluation, the operation air quality equipment includes following at least one:Air draft Equipment, ventilation equipment, air cleaner, air-conditioning/air-conditioning device;
(10) to the indoor environment parameter measured obtained by least one described sensor measurements, evaluating its level has many It is few to be influenceed by region Outdoor Air Parameters;
(11) the measured indoor environment parameter of evaluation and the correlation between the time, the correlation include following at least one Kind:Rate of heat exchange, pollutant dispersion rate, pollutant emission rate, the removal rate of pollutant, air rate of change;
(12) work that user should perform is commented on and advises, to improve ambient parameter and health parameters;
(13) level of measured ambient parameter is evaluated, it is caused to be related to lung, respiratory system, heart, blood vessel, eyes, ear Piece and user dermopathic risk assessment;
(14) to the suggestion for the level of ambient parameter measured.
21. a kind of personal health status predication and evaluation system, it is characterised in that the system includes:
Personal health status predication and evaluating apparatus described in claim any one of 10-20, wherein, described device also includes:
Control unit, the varying level for receiving the different parameters detected from the sensor;
Data storage cell, the varying level for storing the different parameters detected from the sensor.
22. system according to claim 21, it is characterised in that described control unit also stored for preassigned and standard Then, the preassigned and criterion define the parameter area of different parameters, wherein, the preassigned and criterion according to by with The standard that is converted into of data field of person's input is defined.
23. system according to claim 22, it is characterised in that the preassigned and criterion define different parameters Parameter area, and include the first criterion of the parameter area of each measure, first criterion is defined The conventional parameter ranges of each measure.
24. system according to claim 22, it is characterised in that the preassigned and criterion define different parameters Parameter area, and include the second criterion, second criterion defines array condition, and the array condition is by extremely Preassigned that few two parameters are defined and the first criterion of criterion are defined.
25. system according to claim 22, it is characterised in that the preassigned and criterion define different parameters Parameter area, and include the 3rd criterion, the 3rd criterion is for the parameter area of each measurement parameter, definition Generic.
26. system according to claim 22, it is characterised in that the preassigned and criterion define different parameters Parameter area, and include the 4th criterion, the 4th criterion is the entirety to there is the parameter measured to give Evaluate, described to give the overall evaluation by the 4th criterion be the data and generic group measured according to different measurement parameters Close and judge.
27. the system according to claim any one of 21-26, it is characterised in that described control unit is measured according to difference Parameter level association sexual intercourse, control the running of at least one environmental unit;
Wherein, the environmental unit includes at least one following equipment:Air exhaust, ventilation equipment, air cleaner, Air purifier, conditioner, air conditioner, humidifier, dehumidifier, lighting device, heater, cooler.
28. the system according to claim any one of 21-26, it is characterised in that wherein described control unit is also connected to Transportation system, the transportation system is the transportation system of an on-demand service, when user is categorized as needs by CPU When physiology is assisted, described control unit is pointed out by the transportation system, and the prompting includes arranging service to be sent to user The appropriate place of hospital/clinic/recovery centre.
29. the system according to right wants any one of 21-26, it is characterised in that described control unit is also connected to the use The communicator of the kinsfolk of person, if the user needs assistant, when user is classified as not realize and needs physiology When assisting, or needing the psychology to assist, described control unit by the communicator of the kinsfolk of the user notify family into Member.
30. the non-volatile computer readable storage medium storing program for executing of one or more computer executable instructions that are stored with, the calculating When machine executable instruction is executed by one or more processors, one or more of computing device following steps are may be such that:
In advance receive input at least one criteria field data relevant with user, the criteria field data comprise at least with The next item down content:Contain the situation of the individual physiological situation, health and medical records and user's surrounding environment of user;
Ambient parameter horizontal data, user's activity data around same time metric user, wherein, the ambient parameter level Data include pollutants in air horizontal data;
According to the association sexual intercourse between ambient parameter horizontal data, make to integrated air quality evaluation, wherein, the entirety Air quality includes the pollutants in air level not being measured;
According to the pass between the criteria field data, user's activity data, ambient parameter horizontal data and integrated air quality Join sexual intercourse, assess influence amplitude of the pollutants in air horizontal data to user's health;
Using the influence amplitude, make and user's health status is predicted and evaluated.
31. a kind of computer equipment, the computer equipment includes memory, processor and is stored on the memory and can The computer program run on the processor, following steps are realized described in the computing device during computer program:
In advance receive input at least one criteria field data relevant with user, the criteria field data comprise at least with The next item down content:Contain the situation of the individual physiological situation, health and medical records and user's surrounding environment of user;
Ambient parameter horizontal data, user's activity data around same time metric user, wherein, the ambient parameter level Data include pollutants in air horizontal data;
According to the association sexual intercourse between ambient parameter horizontal data, make to integrated air quality evaluation, wherein, the entirety Air quality includes the pollutants in air level not being measured;
According to the pass between the criteria field data, user's activity data, ambient parameter horizontal data and integrated air quality Join sexual intercourse, assess influence amplitude of the pollutants in air horizontal data to user's health;Using the influence amplitude, do Go out and user's health status is predicted and evaluated.
CN201710258158.2A 2016-04-20 2017-04-19 Personal health status predication and the methods, devices and systems of evaluation Pending CN107280637A (en)

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Application publication date: 20171024