CN103544397A - Summarizing, analyzing and warning method for human physical health index data - Google Patents

Summarizing, analyzing and warning method for human physical health index data Download PDF

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Publication number
CN103544397A
CN103544397A CN201310526557.4A CN201310526557A CN103544397A CN 103544397 A CN103544397 A CN 103544397A CN 201310526557 A CN201310526557 A CN 201310526557A CN 103544397 A CN103544397 A CN 103544397A
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data
bmi
standard
health
index
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陶湧
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Jiangsu Wanquan Science And Technology Co Ltd
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Jiangsu Wanquan Science And Technology Co Ltd
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Abstract

A summarizing, analyzing and warning method for human physical health index data is based on a hardware portion which is formed by a human physiological signal collector and a biosensor and an intelligent operation management platform; the intelligent operation management platform is used for summarizing human physical health index data information input through the hardware portion and storing physical health historical index data; the input human physical health index data information comprises body mass index namely BMI, blood pressure index and HRV (Heart Rate Variability) index data. Summarizing and analysis warning of the stored historical data comprises steps of summarizing the BMI index data for a continuous time period and comparing with the historical data; warning and reminding user health warning if the BMI index data continuously exceeds the standard or not achieves the standard; sending different signals according to tendency improvement or tendency variation if the data is within a range continuously exceeds the standard or not achieves the standard.

Description

The physiological health achievement data of human body carries out the method for Macro or mass analysis early warning
One, technical field
The present invention relates to the processing of human body physiological data, also relate to the database of having a medical check-up, especially psychological pressure detects, and the physiological health achievement data of human body carries out the method for Macro or mass analysis early warning.
Two, background technology
The healthy love of existing market is mainly to exist with the form of healthy cabin.Healthy cabin concept comes from the < < of general office of the Ministry of Public Health and (defends and do disease control and send out [2007] No. 189 about carrying out the notice > > of fitness-for-all life style action.
Community health cabin is not healthy cabin in general sense, that hygiene department is according to controlling chronic disease, solution people's bad life style puts forward, and is traditional doctor is managed to the new management mode that patient's Mode change becomes doctors and patients' combination, patient one self and initiatively participates in.Having revealed, is exactly cooperation between the doctors and patients, and the masses of community oneself participates in, self-management.Although but equipment is a lot of in healthy cabin in the market, how in conjunction with prevention and treatment of chronic diseases, control hazards, advocate healthy lifestyles, intervening the scheme instructing does not but have.
Healthy love management system has contained physiology looks after the content with two aspects of Reducing psychological pressure.It is by basic physiology Data Detection such as height, body weight, blood fat, blood sugar, blood pressure, waistline, fat analysis is provided for user based on Internet of Things high in the clouds technology, add psychological data monitoring and the training of application based on HRV, and help user to alleviate the pressure of the aspects such as physiology and psychology by soft hardware equipment such as Psychological Evaluation, music relaxations, improve sub-health state comprehensively.Simultaneously for user provides more convenient, accurate and efficient health information service.
Three, technical scheme
The technical problem to be solved in the present invention is gathering that the physiological health achievement data of human body is unified, record, analysis, early warning.Make user can understand and grasp in time self health indicator dynamic change, obtain the personalized evaluation and recommendations of analyzing based on individual health data, and with this work habit of making the life better, reach prevent disease, the object of health control.For achieving the above object, the invention provides the hardware components based on physiology signal collector and biology sensor composition, the health love operation management platform that message center and the wisdom of using towards crowd are runed forms, and simple to operate, effect is visual.
Technical scheme of the present invention is: the physiological health achievement data of human body carries out the method for Macro or mass analysis early warning, it is characterized in that hardware components and wisdom operation management platform based on physiology signal collector and biology sensor composition; The historical achievement data of physiological health that wisdom operation management platform gathers the physiological health achievement data information of each human body of hardware components input and stored;
The physiological health achievement data information of the human body of input comprises: constitutional index is BMI index, blood pressure index, HRV achievement data;
The step of the historical data analysis early warning that gathers and stored is:
1) to the historical achievement data synthesis of physiological health record analysis, and according to analysis result, to each personal health condition, provide personalized evaluation and recommendations:
From the current health of physiological health achievement data information each user of Macro or mass analysis of each record, BMI index algorithm:
According to the height of each detection and body weight, obtain BMI data and be body weight (kg) divided by height (m) square, standard is expressed as BMI=body weight (kg) ÷ height ^2(m); The BMI that detection computations obtains and the comparison of standard BMI value range, human normal BMI value range, between 18.5~23.9, exceeds standard if be greater than 23.9, BMI, is less than 18.5, BMI below standard;
To the BMI achievement data in continuous a period of time gather and with historical data comparison, if BMI achievement data exceeds standard continuously or be below standard, early warning reminding user health is warned;
If data exceed standard continuously or below standard scope in, according to trend, improve or trend variation, provide respectively different signals;
Blood pressure index, HRV achievement data: gather and with historical data comparison, if blood pressure index, HRV index exceeds standard continuously or below standard, early warning reminding user health is warned;
If data exceed standard continuously or below standard scope in, according to trend, improve or trend variation, provide respectively different signals.
According to above data analysis early warning, wisdom operation management platform is to data synthesis record analysis, and according to analysis result, to personal health condition, provides personalized evaluation and recommendations; If the data such as the blood pressure detecting, blood fat, blood sugar, BMI surpass alert standard value or the continuous alert standard value that approaches for 3 times, to send warning blood pressure, blood fat, blood sugar, BMI data be high or low prompting message, and send corresponding to healthy class informations such as diet, sport and body-building, tcm health preserving classes, if the data such as the blood pressure detecting, blood fat, blood sugar, BMI are in alert standard value, send and encourage prompting message, and send corresponding healthy class information content.
The invention has the beneficial effects as follows: the present invention be wisdom operation management platform to data synthesis record analysis, and according to analysis result, personal health condition is provided to the method for personalized evaluation and recommendations; Rather than a current technology is merely a kind of database, the present invention carries out the method for Macro or mass analysis early warning for the existing health management system arranged larger social benefit that has to physiological health achievement data.
Four, accompanying drawing explanation
Fig. 1 is structured flowchart of the present invention;
Fig. 2 is the details drawing of Fig. 1;
Fig. 3 be to the detection data of all records do to gather and with mark value relatively and calculates and assess the healthy flow process that user detects physiology item;
Fig. 4 is detailed process schematic diagram.
Five, embodiment
Below in conjunction with accompanying drawing and preferably example the invention will be further described:
As shown in Figure 1, 2, the present invention is comprised of hardware components physiological data collector and software section.Hardware components gathers human physiology achievement data and is transferred to computer, and software section is responsible for the physiological data gathering to be converted to digital signal, according to the digital signal after conversion, by message center, is uploaded and is aggregated into system operation centre.To combined data is unified analyze after, the functions such as personalized health assessment and suggestion, prompting are provided.
Above content is the further description of the present invention being done in conjunction with preferred implementation, can not assert that specific embodiment of the invention is confined to these explanations.For general technical staff of the technical field of the invention, do not departing under design prerequisite of the present invention, open and can make some simple deduction or replace and all should be considered as protection scope of the present invention.
The physiological health achievement data of human body carries out the method for Macro or mass analysis early warning, hardware components based on physiology signal collector and biology sensor composition, physiological health achievement data information to the human body of hardware components input is carried out Macro or mass analysis early warning, wisdom operation management platform is to data synthesis record analysis, and according to analysis result, to personal health condition, provide personalized evaluation and recommendations.
The present invention comprises according to the physiological health index detecting: height and weight BMI index, blood pressure index, glycemic index etc., whether healthyly come computational analysis to go out individual body weight, blood pressure, blood fat, blood sugar etc., and for individual people detection data analysis, calculate early warning and remind the information such as corresponding warning, encouragement.And provide personalized evaluation and recommendations to personal health.If height and weight index BMI surpasses continuously alert standard value scope or approaches in fence coverage for continuous 3 times, point out early warning individual overweight or excessively thin, the information such as various healthy class information knowledge, suggestion such as remind individual will strengthen motion exercise or to have additional nutrients; If body mass index within warning mark value scope, illustrates individual Normal-weight continuously, remind and keep and encourage, sport health class information knowledge is provided.Blood pressure surpasses alert standard value scope continuously, and early warning reminding user hyperpiesia or too low provides the healthy class information of the blood pressures such as corresponding diet, motion, traditional Chinese medical science maintenance knowledge information simultaneously, reminds individual to hospital, to detect treatment in time simultaneously.If always in normal range with interior or transferred in normal range by the scope of exceeding standard, remind individual to continue to keep and encourage balanced nutrients to strengthen exercise, the healthy category informations such as diet, motion are provided.
The present invention is to data synthesis record analysis, and according to analysis result, to personal health condition, provides personalized evaluation and recommendations.
The present invention comprises about the data of health indicator: height and weight BMI index, the data such as blood pressure index, HRV index.
Algorithm summary: from the current health of the achievement data Macro or mass analysis user of each record
BMI index algorithm principle:
BMI achievement data in continuous a period of time is gathered to comparison, and at least one month detected 10 times, if BMI achievement data exceeds standard continuously or be below standard, early warning reminding user health is warned.
Algorithm describes in detail: input: the height and weight data weightList of all passing detection record, all passing detection data time dataList; Output: the current body weight BMI index of user situation.
Step:
1, calculate the last detection date
2, calculative determination detects the BMI index of data at every turn
3, each BMI data and comparison of mark value of calculating acquisition
Continuous 10 above detection achievement datas are exceeded standard or below standard, and the reminder alerting of warning, reminds Working Life to note taking exercise or having additional nutrients, and body-building class health information knowledge information is provided.If continuous 3 times approach fence coverage value, the reminder alerting of warning, informs that a body weight for humans exceeds standard possibly or loses weight, and reminds the various health informations such as corresponding body-building class, dietetic nutrition class, reminding user is timed to special medical institutions' Physical examination.If the continuous inspection data of user within normal range, send prompting message normal and that encourage to keep, the various healthy class informations such as motion, body-building, diet are provided, note regularly detecting the data of physiological index of self.The achievement data such as blood pressure, blood sugar algorithm is with BMI algorithm.No longer describe.
Hardware components, is comprised of physiology signal collector and biology sensor, and signal picker is used for gathering the physiological signal of human body; Biology sensor converts digital signal to the physiology signal of signal picker collection, then uploads to unified software systems of the present invention and carry out computing and processing, completes functions such as " record, gather, analysis, early warning ".
Operation management platform message center, runs in the middle of server.The human body physiological data that its function collects physiological signal collector is converted to after digital signal via biology sensor, by message center, data is unified to aggregation process, makes data upload arrive healthy love operation management platform and data center.
Wisdom operation management platform is to data synthesis record analysis, and according to analysis result, to personal health condition, provides personalized evaluation and recommendations.
The present invention gathers the unification of Human Physiology health indicator data to store among data warehousing, and health status Macro or mass analysis that can be to people, finds health anomalies situation in advance, and chronic disease is also found in prevention in advance.By of the present invention, promote the use of, make user can understand and grasp in time self health indicator dynamic change, obtain the personalized evaluation and recommendations of analyzing based on individual health data, and with this work habit of making the life better, reach prevent disease, the object of health control.
Although the present invention discloses as above with preferred embodiment, so it is not in order to limit the present invention.Persond having ordinary knowledge in the technical field of the present invention, without departing from the spirit and scope of the present invention, when being used for a variety of modifications and variations.Therefore, protection scope of the present invention is when being as the criterion depending on claims person of defining.

Claims (2)

1. the method that the physiological health achievement data of human body carries out Macro or mass analysis early warning, is characterized in that hardware components and wisdom operation management platform based on physiology signal collector and biology sensor composition; The historical achievement data of physiological health that wisdom operation management platform gathers the physiological health achievement data information of each human body of hardware components input and stored;
The physiological health achievement data information of the human body of input comprises: constitutional index is BMI index, blood pressure index, HRV achievement data;
The step of the historical data analysis early warning that gathers and stored is:
To the historical achievement data synthesis of physiological health record analysis, and according to analysis result, to each personal health condition, provide personalized evaluation and recommendations:
From the current health of physiological health achievement data information each user of Macro or mass analysis of each record, BMI index algorithm:
According to the height of each detection and body weight, obtain BMI data and be body weight (kg) divided by height (m) square, standard is expressed as BMI=body weight (kg) ÷ height ^2(m); The BMI that detection computations obtains and the comparison of standard BMI value range, human normal BMI value range, between 18.5~23.9, exceeds standard if be greater than 23.9, BMI, is less than 18.5, BMI below standard;
To the BMI achievement data in continuous a period of time gather and with historical data comparison, if BMI achievement data exceeds standard continuously or be below standard, early warning reminding user health is warned;
If data exceed standard continuously or below standard scope in, according to trend, improve or trend variation, provide respectively different signals;
Blood pressure index, HRV achievement data: gather and with historical data comparison, if blood pressure index, HRV index exceeds standard continuously or below standard, early warning reminding user health is warned;
If data exceed standard continuously or below standard scope in, according to trend, improve or trend variation, provide respectively different signals.
2. the method that the physiological health achievement data of human body according to claim 2 carries out Macro or mass analysis early warning, it is characterized in that analysis and early warning, wisdom operation management platform is to data synthesis record analysis, and according to analysis result, to personal health condition, provides personalized evaluation and recommendations; If the data such as the blood pressure detecting, blood fat, blood sugar, BMI surpass alert standard value or the continuous alert standard value that approaches for 3 times, to send warning blood pressure, blood fat, blood sugar, BMI data be high or low prompting message, and send corresponding to healthy class informations such as diet, sport and body-building, tcm health preserving classes, if the data such as the blood pressure detecting, blood fat, blood sugar, BMI are in alert standard value, send and encourage prompting message, and send corresponding healthy class information content.
CN201310526557.4A 2013-10-30 2013-10-30 Summarizing, analyzing and warning method for human physical health index data Pending CN103544397A (en)

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Cited By (16)

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CN104463431A (en) * 2014-11-16 2015-03-25 深圳市前海安测信息技术有限公司 Health report intelligent prompt system and method based on O2O health management
CN105054902A (en) * 2015-08-28 2015-11-18 浪潮集团有限公司 Novel physical examination machine and physique evaluation method thereof
CN105769341A (en) * 2014-12-23 2016-07-20 珠海云麦科技有限公司 Method and equipment for displaying body data
CN106407644A (en) * 2016-08-03 2017-02-15 无锡金世纪国民体质与健康研究有限公司 Assessment system used for health risk assessment
CN106415695A (en) * 2014-03-06 2017-02-15 呼吸运动公司 Methods and devices for displaying trend and variability in a physiological dataset
CN106777948A (en) * 2016-12-08 2017-05-31 桂林加宏汽车修理有限公司 A kind of personal health management system and method
CN107644681A (en) * 2017-09-15 2018-01-30 医遛健康咨询(上海)有限公司 The sign method for early warning and system of entrant
CN107705831A (en) * 2016-08-08 2018-02-16 北京斯迈特科技有限公司 A kind of traditional Chinese medical science is health management system arranged
CN107767925A (en) * 2017-10-31 2018-03-06 海南职业技术学院 A kind of information management system based on healthcare information
CN109036502A (en) * 2018-07-11 2018-12-18 董云鹏 A kind of physical examination report health control method and system
CN110705421A (en) * 2019-09-25 2020-01-17 浙江鸿泉电子科技有限公司 Body type data processing method and device
CN111134632A (en) * 2020-01-17 2020-05-12 北京玛斯特系统工程有限公司 Medical monitoring system
CN112990789A (en) * 2021-05-10 2021-06-18 明品云(北京)数据科技有限公司 User risk analysis method, system, electronic device and medium
CN113744884A (en) * 2021-09-30 2021-12-03 西南政法大学 Student health data early warning and intervention method and system
CN116344050A (en) * 2023-03-27 2023-06-27 华中科技大学同济医学院附属协和医院 Evaluation method based on multidimensional health management model

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CN106415695B (en) * 2014-03-06 2020-06-09 呼吸运动公司 Method and apparatus for displaying trends and variability in physiological data sets
CN106415695A (en) * 2014-03-06 2017-02-15 呼吸运动公司 Methods and devices for displaying trend and variability in a physiological dataset
CN104217095A (en) * 2014-05-23 2014-12-17 陈立典 Human-body health function-status evaluating model
CN104463431A (en) * 2014-11-16 2015-03-25 深圳市前海安测信息技术有限公司 Health report intelligent prompt system and method based on O2O health management
CN105769341A (en) * 2014-12-23 2016-07-20 珠海云麦科技有限公司 Method and equipment for displaying body data
CN105054902A (en) * 2015-08-28 2015-11-18 浪潮集团有限公司 Novel physical examination machine and physique evaluation method thereof
CN106407644A (en) * 2016-08-03 2017-02-15 无锡金世纪国民体质与健康研究有限公司 Assessment system used for health risk assessment
CN107705831A (en) * 2016-08-08 2018-02-16 北京斯迈特科技有限公司 A kind of traditional Chinese medical science is health management system arranged
CN106777948A (en) * 2016-12-08 2017-05-31 桂林加宏汽车修理有限公司 A kind of personal health management system and method
CN107644681A (en) * 2017-09-15 2018-01-30 医遛健康咨询(上海)有限公司 The sign method for early warning and system of entrant
CN107767925A (en) * 2017-10-31 2018-03-06 海南职业技术学院 A kind of information management system based on healthcare information
CN109036502A (en) * 2018-07-11 2018-12-18 董云鹏 A kind of physical examination report health control method and system
CN109036502B (en) * 2018-07-11 2022-03-08 董云鹏 Physical examination report health management method and system
CN110705421A (en) * 2019-09-25 2020-01-17 浙江鸿泉电子科技有限公司 Body type data processing method and device
CN111134632A (en) * 2020-01-17 2020-05-12 北京玛斯特系统工程有限公司 Medical monitoring system
CN112990789A (en) * 2021-05-10 2021-06-18 明品云(北京)数据科技有限公司 User risk analysis method, system, electronic device and medium
CN112990789B (en) * 2021-05-10 2021-11-02 明品云(北京)数据科技有限公司 User health risk analysis system
CN113744884A (en) * 2021-09-30 2021-12-03 西南政法大学 Student health data early warning and intervention method and system
CN116344050A (en) * 2023-03-27 2023-06-27 华中科技大学同济医学院附属协和医院 Evaluation method based on multidimensional health management model
CN116344050B (en) * 2023-03-27 2023-10-10 华中科技大学同济医学院附属协和医院 Evaluation method based on multidimensional health management model

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