WO2016112514A1 - Method and system for data collection and operation of portable mobile medical terminal - Google Patents

Method and system for data collection and operation of portable mobile medical terminal Download PDF

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Publication number
WO2016112514A1
WO2016112514A1 PCT/CN2015/070790 CN2015070790W WO2016112514A1 WO 2016112514 A1 WO2016112514 A1 WO 2016112514A1 CN 2015070790 W CN2015070790 W CN 2015070790W WO 2016112514 A1 WO2016112514 A1 WO 2016112514A1
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Prior art keywords
body temperature
skin conductivity
parameter
blood pressure
average
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PCT/CN2015/070790
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French (fr)
Chinese (zh)
Inventor
张黎君
熊胜峰
叶培锋
郑旭升
田辉
朱晨露
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深圳市三木通信技术有限公司
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Application filed by 深圳市三木通信技术有限公司 filed Critical 深圳市三木通信技术有限公司
Priority to PCT/CN2015/070790 priority Critical patent/WO2016112514A1/en
Priority to CN201580000003.8A priority patent/CN104602614B/en
Publication of WO2016112514A1 publication Critical patent/WO2016112514A1/en

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    • H—ELECTRICITY
    • H04—ELECTRIC COMMUNICATION TECHNIQUE
    • H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L65/00—Network arrangements, protocols or services for supporting real-time applications in data packet communication
    • H04L65/40—Support for services or applications

Definitions

  • the invention belongs to the field of electronic communication, and in particular relates to a data acquisition and calculation method and system for a portable mobile medical terminal.
  • mHealth is by using mobile Communication technologies -- such as PDAs, mobile phones, and satellite communications to provide medical services and information, specifically to the mobile Internet sector, with medical health based on mobile terminal systems such as Android and iOS. App-based, it provides an effective method for health care services in developing countries, and can solve medical problems in developing countries through mobile medical care in the absence of medical human resources.
  • the existing mobile medical care has developed to the present, and the treatment of diseases through mobile medical care is still in the experimental stage.
  • Most mobile medical treatments only detect the physiological data of users through mobile medical terminals.
  • the existing mobile medical device only stays on the detection and transmission of the user's data, for example, detecting the user's blood pressure, blood oxygen, electrocardiogram, body temperature and the like, and drawing the data into a graphic or transmitting it to the background through the mobile network. It is stored by the background, and the physiological data is only regular data.
  • the existing mobile medical terminals cannot collect, for example, the prediction of female ovulation period; the existing mobile medical treatment cannot effectively remind the user.
  • the data collected and accuracy are also limited.
  • An object of the embodiments of the present invention is to provide A data collection and calculation method for a portable mobile medical terminal solves the problem that the prior art cannot effectively remind the user.
  • the embodiment of the present invention is implemented as a data acquisition operation method of a portable mobile medical terminal, and the method includes:
  • the female ovulation period was calculated based on the average of heart rate, body temperature, blood pressure, and skin conductivity data.
  • the calculating the female ovulation period according to the average of the heart rate, the body temperature, the blood pressure, and the skin conductivity data is:
  • Female ovulation period days first parameter + second parameter + third parameter + fourth parameter rounded down;
  • the first parameter N1 is multiplied by the average body temperature divided by the first denominator, and the first denominator is specifically: 100 Multiplied by the sum of the difference between the body temperature value and the body temperature average;
  • Second parameter 30 multiplied by 1.9 multiplied by N2 Multiplied by the average skin conductivity divided by the sum of the difference between the skin conductivity and the skin conductivity average;
  • the third parameter the sum of the difference between each blood pressure value and the blood pressure mean divided by the third denominator, the third denominator is specifically: 6 * N3;
  • the fourth parameter the sum of the heart rate value and the heart rate mean difference divided by the fourth denominator, the fourth denominator is specifically: 15 * N4;
  • N1 represents the number of body temperature data sampled the previous day
  • N2 represents the number of skin conductivity samples sampled the previous day
  • N3 Indicates the number of blood pressures sampled the previous day
  • N4 indicates the number of heart rates sampled the previous day.
  • the method calculates the female ovulation period according to the average of the heart rate, the body temperature, the blood pressure, and the skin conductivity data, and further includes:
  • the calculated female ovulation period and the historical female ovulation period are compared to obtain a deviation value, and if the deviation value exceeds the threshold value, the deletion is performed, and if the deviation value does not exceed the threshold value, it is displayed.
  • comparing the calculated female ovulation period with the historical female ovulation period to obtain a deviation value specifically includes:
  • Deviation the square of the calculated female ovulation value minus the top of the history 12
  • the square of the mean of the ovulation period for the month is then divided by the mean of the ovulation period for the first 12 months of the history multiplied by 100%.
  • a data acquisition computing system for a portable mobile medical terminal comprising:
  • An acquisition unit for periodically acquiring user's heart rate, body temperature, blood pressure, and skin conductivity data
  • the processing unit calculates heart rate, body temperature, blood pressure, and skin conductivity data, and calculates an average value of heart rate, body temperature, blood pressure, and skin conductivity data;
  • the calculating unit is specifically configured to be used
  • Female ovulation period days first parameter + second parameter + third parameter + fourth parameter rounded down;
  • the first parameter N1 is multiplied by the average body temperature divided by the first denominator, and the first denominator is specifically: 100 Multiplied by the sum of the difference between the body temperature value and the body temperature average;
  • Second parameter 30 multiplied by 1.9 multiplied by N2 Multiplied by the average skin conductivity divided by the sum of the difference between the skin conductivity and the skin conductivity average;
  • the third parameter the sum of the difference between each blood pressure value and the blood pressure mean divided by the third denominator, the third denominator is specifically: 6 * N3;
  • the fourth parameter the sum of the heart rate value and the heart rate mean difference divided by the fourth denominator, the fourth denominator is specifically: 15 * N4;
  • N1 represents the number of body temperature data sampled the previous day
  • N2 represents the number of skin conductivity samples sampled the previous day
  • N3 Indicates the number of blood pressures sampled the previous day
  • N4 indicates the number of heart rates sampled the previous day.
  • system further includes:
  • the display unit is excluded for comparing the calculated female ovulation period with the historical female ovulation period to obtain a deviation value, and if the deviation value exceeds the threshold value, the deletion is performed, and if the deviation value does not exceed the threshold value, it is displayed.
  • the exclusion display unit is specifically used to display
  • Deviation the square of the calculated female ovulation value minus the top of the history 12
  • the square of the mean of the ovulation period for the month is then divided by the mean of the ovulation period for the first 12 months of the history multiplied by 100%.
  • the technical solution provided by the present invention provides a technical solution.
  • the data acquisition and calculation method of the portable mobile medical terminal aims to effectively predict the ovulation period of women, so it has the advantage of being able to promptly remind women of ovulation period.
  • FIG. 1 is a flow chart of a data acquisition operation method of a portable mobile medical terminal provided by the present invention
  • Fig. 2 is a structural diagram of a data acquisition computing system of the portable mobile medical terminal provided by the present invention.
  • a specific embodiment of the present invention provides a data acquisition and operation method for a portable mobile medical terminal, which is completed by a mobile medical terminal, as shown in FIG. 1 . Shown, including:
  • the implementation method of the foregoing 103 may be specifically:
  • Female ovulation period days first parameter + second parameter + third parameter + fourth parameter rounded down;
  • the first parameter N1 is multiplied by the average body temperature divided by the first denominator, and the first denominator is specifically: 100 Multiplied by the sum of the difference between the body temperature value and the body temperature average;
  • Second parameter 30 multiplied by 1.9 multiplied by N2 Multiplied by the average skin conductivity divided by the sum of the difference between the skin conductivity and the skin conductivity average;
  • the third parameter the sum of the difference between each blood pressure value and the blood pressure mean divided by the third denominator, the third denominator is specifically: 6 * N3;
  • the fourth parameter the sum of the heart rate value and the heart rate mean difference divided by the fourth denominator, the fourth denominator is specifically: 15 * N4;
  • N1 represents the number of body temperature data sampled the previous day
  • N2 represents the number of skin conductivity samples sampled the previous day
  • N3 Indicates the number of blood pressures sampled the previous day
  • N4 indicates the number of heart rates sampled the previous day.
  • the method may further include:
  • the calculated female ovulation period and the historical female ovulation period are compared to obtain a deviation value, and if the deviation value exceeds the threshold value, the deletion is performed, and if the deviation value does not exceed the threshold value, it is displayed.
  • the specific implementation method of the foregoing method may be:
  • Deviation the square of the calculated female ovulation value minus the top of the history 12
  • the square of the mean of the ovulation period for the month is then divided by the mean of the ovulation period for the first 12 months of the history multiplied by 100%.
  • the deviation value is calculated by the square difference in order to avoid the calculation error range being too small, and the threshold value is not well determined, because for the number of days, the range of the calculated number of days is small, generally in 1 Within a day, if the ordinary error calculation method is adopted, the calculated deviation of the female ovulation period value will be retained, so the elimination of such error can improve the display accuracy.
  • the ovulation period of females is very accurate. For body temperature data, blood pressure data and heart rate data, the changes in female ovulation period and normal time are not so obvious. It is proved by experiments that the above calculated female ovulation period The number of days can meet the needs of normal women of childbearing age.
  • the embodiment of the present invention further provides a data collection and calculation system for a portable mobile medical terminal.
  • the system is as shown in FIG. 2, and includes:
  • the collecting unit 201 is configured to periodically acquire user's heart rate, body temperature, blood pressure, and skin conductivity data;
  • Processing unit 202 Calculate the heart rate, body temperature, blood pressure, and skin conductivity data, and calculate the average of heart rate, body temperature, blood pressure, and skin conductivity data;
  • the calculating unit 203 is configured to calculate a female ovulation period according to an average value of heart rate, body temperature, blood pressure, and skin conductivity data.
  • the calculating unit 203 is specifically used to calculate the calculating unit 203 .
  • Female ovulation period days first parameter + second parameter + third parameter + fourth parameter rounded down;
  • the first parameter N1 is multiplied by the average body temperature divided by the first denominator, and the first denominator is specifically: 100 Multiplied by the sum of the difference between the body temperature value and the body temperature average;
  • Second parameter 30 multiplied by 1.9 multiplied by N2 Multiplied by the average skin conductivity divided by the sum of the difference between the skin conductivity and the skin conductivity average;
  • the third parameter the sum of the difference between each blood pressure value and the blood pressure mean divided by the third denominator, the third denominator is specifically: 6 * N3;
  • the fourth parameter the sum of the heart rate value and the heart rate mean difference divided by the fourth denominator, the fourth denominator is specifically: 15 * N4;
  • N1 represents the number of body temperature data sampled the previous day
  • N2 represents the number of skin conductivity samples sampled the previous day
  • N3 Indicates the number of blood pressures sampled the previous day
  • N4 indicates the number of heart rates sampled the previous day.
  • system further includes:
  • Exclusion display unit 204 For comparing the calculated female ovulation period with the historical female ovulation period to obtain a deviation value, if the deviation value exceeds the threshold value, the deletion is performed, and if the deviation value does not exceed the threshold value, it is displayed.
  • the exclusion display unit 204 is specifically used for
  • Deviation the square of the calculated female ovulation value minus the top of the history 12
  • the square of the mean of the ovulation period for the month is then divided by the mean of the ovulation period for the first 12 months of the history multiplied by 100%.

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Abstract

The present invention applies to the field of electronic communications and provides a method for data collection and operation of a portable mobile medical terminal. The method comprises: periodically acquiring heart rate, body temperature, blood pressure and skin conductivity data of a user; processing the heart rate, body temperature, blood pressure and skin conductivity data, and then calculating mean values of the heart rate, body temperature, blood pressure and skin conductivity data; and calculating the ovulation time of a woman according to the mean values of the heart rate, body temperature, blood pressure and skin conductivity data. The method provided by the present invention has the advantage of reminding a woman of the ovulation time in time.

Description

便携移动医疗终端的数据采集运算方法及系统  Data acquisition operation method and system for portable mobile medical terminal 技术领域Technical field
本发明属于电子通信领域，尤其涉及一种便携移动医疗终端的数据采集运算方法及系统。  The invention belongs to the field of electronic communication, and in particular relates to a data acquisition and calculation method and system for a portable mobile medical terminal.
背景技术Background technique
移动医疗，国际医疗卫生会员组织 HIMSS 给出的定义为， mHealth ，就是通过使用 移动 通信技术 -- 例如 PDA 、 移动电话 和 卫星 通信来提供医疗服务和信息，具体到移动互联网领域，则以基于安卓和 iOS 等移动终端系统的医疗健康类 App 应用为主，它为发展中国家的医疗卫生服务提供了一种有效方法，在医疗人力资源短缺的情况下，通过移动医疗可解决发展中国家的医疗问题。 Mobile Health, the International Health Care Membership Organization HIMSS gives the definition that mHealth is by using mobile Communication technologies -- such as PDAs, mobile phones, and satellite communications to provide medical services and information, specifically to the mobile Internet sector, with medical health based on mobile terminal systems such as Android and iOS. App-based, it provides an effective method for health care services in developing countries, and can solve medical problems in developing countries through mobile medical care in the absence of medical human resources.
现有的移动医疗发展到现在，通过移动医疗进行疾病的治疗目前还处于试验阶段，大多数移动医疗仅仅是通过移动医疗终端对用户的生理数据进行检测。现有的移动医疗设备对用户的数据仅仅是停留在检测和传输上，例如，检测用户的血压、血氧、心电、体温等数据，将这些数据绘成图形或者通过移动网络传递给后台，由后台来存储，并且生理数据也仅仅是常规数据，对于一些特殊的数据现有的移动医疗终端无法采集，例如女性排卵期的预测；现有的移动医疗并不能对用户进行有效的提醒，其采集的数据和准确度也有限。 The existing mobile medical care has developed to the present, and the treatment of diseases through mobile medical care is still in the experimental stage. Most mobile medical treatments only detect the physiological data of users through mobile medical terminals. The existing mobile medical device only stays on the detection and transmission of the user's data, for example, detecting the user's blood pressure, blood oxygen, electrocardiogram, body temperature and the like, and drawing the data into a graphic or transmitting it to the background through the mobile network. It is stored by the background, and the physiological data is only regular data. For some special data, the existing mobile medical terminals cannot collect, for example, the prediction of female ovulation period; the existing mobile medical treatment cannot effectively remind the user. The data collected and accuracy are also limited.
技术问题technical problem
本发明实施例目的 在于提供 一种便携移动医疗终端的数据采集运算方法，解决现有技术无法对用户进行有效的提醒的问题。  An object of the embodiments of the present invention is to provide A data collection and calculation method for a portable mobile medical terminal solves the problem that the prior art cannot effectively remind the user.
技术解决方案Technical solution
本发明实施例是这样实现的， 一种 便携移动医疗终端的数据采集运算方法，所述方法包括： The embodiment of the present invention is implemented as a data acquisition operation method of a portable mobile medical terminal, and the method includes:
周期性的获取用户的心率、体温、血压和皮肤导电率数据； Periodically obtaining user's heart rate, body temperature, blood pressure and skin conductivity data;
对心率、体温、血压和皮肤导电率数据进行处理后，计算心率、体温、血压和皮肤导电率数据的平均值； After processing heart rate, body temperature, blood pressure and skin conductivity data, calculate the average of heart rate, body temperature, blood pressure and skin conductivity data;
依据心率、体温、血压和皮肤导电率数据的平均值计算出女性排卵期。 The female ovulation period was calculated based on the average of heart rate, body temperature, blood pressure, and skin conductivity data.
可选的，所述依据心率、体温、血压和皮肤导电率数据的平均值计算出女性排卵期具体为： Optionally, the calculating the female ovulation period according to the average of the heart rate, the body temperature, the blood pressure, and the skin conductivity data is:
女性排卵期天数 = 第一参数 + 第二参数 + 第三参数 + 第四参数向下取整； Female ovulation period days = first parameter + second parameter + third parameter + fourth parameter rounded down;
其中，第一参数 =N1 乘以体温平均值除以第一分母，第一分母具体为： 100 乘以每个体温值与体温平均值差的和； Wherein, the first parameter =N1 is multiplied by the average body temperature divided by the first denominator, and the first denominator is specifically: 100 Multiplied by the sum of the difference between the body temperature value and the body temperature average;
第二参数 =30 乘以 1.9 乘以 N2 乘以皮肤导电率平均值除以每个皮肤导电率与皮肤导电率平均值差的和； Second parameter = 30 multiplied by 1.9 multiplied by N2 Multiplied by the average skin conductivity divided by the sum of the difference between the skin conductivity and the skin conductivity average;
第三参数 = 每个血压值与血压均值差的和除以第三分母，第三分母具体为： 6*N3; The third parameter = the sum of the difference between each blood pressure value and the blood pressure mean divided by the third denominator, the third denominator is specifically: 6 * N3;
第四参数 = 每个心率值与心率均值差的和除以第四分母，第四分母具体为： 15*N4; The fourth parameter = the sum of the heart rate value and the heart rate mean difference divided by the fourth denominator, the fourth denominator is specifically: 15 * N4;
其中， N1 表示前一天采样的体温数据的个数， N2 表示前一天采样的皮肤导电率的个数， N3 表示前一天采样的血压的个数， N4 表示前一天采样的心率的个数。 Where N1 represents the number of body temperature data sampled the previous day, and N2 represents the number of skin conductivity samples sampled the previous day, N3 Indicates the number of blood pressures sampled the previous day, and N4 indicates the number of heart rates sampled the previous day.
可选的，所述方法所述依据心率、体温、血压和皮肤导电率数据的平均值计算出女性排卵期之后，还包括： Optionally, the method calculates the female ovulation period according to the average of the heart rate, the body temperature, the blood pressure, and the skin conductivity data, and further includes:
将计算出的女性排卵期和历史记录的女性排卵期进行对比得到偏差值，如偏差值超过阈值，则删除，如偏差值未超过阈值，则显示。 The calculated female ovulation period and the historical female ovulation period are compared to obtain a deviation value, and if the deviation value exceeds the threshold value, the deletion is performed, and if the deviation value does not exceed the threshold value, it is displayed.
可选的，所述将计算出的女性排卵期和历史记录的女性排卵期进行对比得到偏差值具体包括： Optionally, comparing the calculated female ovulation period with the historical female ovulation period to obtain a deviation value specifically includes:
偏差值 = 计算出的女性排卵期值的平方减去历史记录中前 12 个月的排卵期的均值的平方然后除以历史记录中前 12 个月的排卵期的均值乘以百分之百。 Deviation = the square of the calculated female ovulation value minus the top of the history 12 The square of the mean of the ovulation period for the month is then divided by the mean of the ovulation period for the first 12 months of the history multiplied by 100%.
另一方面，提供一种 便携移动医疗终端的数据采集运算系统，所述系统包括： In another aspect, a data acquisition computing system for a portable mobile medical terminal is provided, the system comprising:
采集单元，用于周期性的获取用户的心率、体温、血压和皮肤导电率数据； An acquisition unit for periodically acquiring user's heart rate, body temperature, blood pressure, and skin conductivity data;
处理单元，对心率、体温、血压和皮肤导电率数据进行处理后，计算心率、体温、血压和皮肤导电率数据的平均值； The processing unit calculates heart rate, body temperature, blood pressure, and skin conductivity data, and calculates an average value of heart rate, body temperature, blood pressure, and skin conductivity data;
计算单元，用于依据心率、体温、血压和皮肤导电率数据的平均值计算出女性排卵期。 A calculation unit for calculating a female ovulation period based on an average of heart rate, body temperature, blood pressure, and skin conductivity data.
可选的，所述计算单元具体用于 Optionally, the calculating unit is specifically configured to be used
女性排卵期天数 = 第一参数 + 第二参数 + 第三参数 + 第四参数向下取整； Female ovulation period days = first parameter + second parameter + third parameter + fourth parameter rounded down;
其中，第一参数 =N1 乘以体温平均值除以第一分母，第一分母具体为： 100 乘以每个体温值与体温平均值差的和； Wherein, the first parameter =N1 is multiplied by the average body temperature divided by the first denominator, and the first denominator is specifically: 100 Multiplied by the sum of the difference between the body temperature value and the body temperature average;
第二参数 =30 乘以 1.9 乘以 N2 乘以皮肤导电率平均值除以每个皮肤导电率与皮肤导电率平均值差的和； Second parameter = 30 multiplied by 1.9 multiplied by N2 Multiplied by the average skin conductivity divided by the sum of the difference between the skin conductivity and the skin conductivity average;
第三参数 = 每个血压值与血压均值差的和除以第三分母，第三分母具体为： 6*N3; The third parameter = the sum of the difference between each blood pressure value and the blood pressure mean divided by the third denominator, the third denominator is specifically: 6 * N3;
第四参数 = 每个心率值与心率均值差的和除以第四分母，第四分母具体为： 15*N4; The fourth parameter = the sum of the heart rate value and the heart rate mean difference divided by the fourth denominator, the fourth denominator is specifically: 15 * N4;
其中， N1 表示前一天采样的体温数据的个数， N2 表示前一天采样的皮肤导电率的个数， N3 表示前一天采样的血压的个数， N4 表示前一天采样的心率的个数。 Where N1 represents the number of body temperature data sampled the previous day, and N2 represents the number of skin conductivity samples sampled the previous day, N3 Indicates the number of blood pressures sampled the previous day, and N4 indicates the number of heart rates sampled the previous day.
可选的，所述系统还包括： Optionally, the system further includes:
排除显示单元，用于将计算出的女性排卵期和历史记录的女性排卵期进行对比得到偏差值，如偏差值超过阈值，则删除，如偏差值未超过阈值，则显示。 The display unit is excluded for comparing the calculated female ovulation period with the historical female ovulation period to obtain a deviation value, and if the deviation value exceeds the threshold value, the deletion is performed, and if the deviation value does not exceed the threshold value, it is displayed.
可选的，所述排除显示单元具体用于 Optionally, the exclusion display unit is specifically used to
偏差值 = 计算出的女性排卵期值的平方减去历史记录中前 12 个月的排卵期的均值的平方然后除以历史记录中前 12 个月的排卵期的均值乘以百分之百。 Deviation = the square of the calculated female ovulation value minus the top of the history 12 The square of the mean of the ovulation period for the month is then divided by the mean of the ovulation period for the first 12 months of the history multiplied by 100%.
有益效果Beneficial effect
在本发明实施例中，本发明提供的技术方案提供一种 便携移动医疗终端的数据采集运算方法，旨在对女性的排卵期进行有效的预测，所以其具有能够及时提醒女性排卵期的优点 。  In the embodiment of the present invention, the technical solution provided by the present invention provides a technical solution. The data acquisition and calculation method of the portable mobile medical terminal aims to effectively predict the ovulation period of women, so it has the advantage of being able to promptly remind women of ovulation period.
附图说明DRAWINGS
图 1 是本发明 提供的 一 种 便携移动医疗终端的数据采集运算方法 的流程 图 ； 1 is a flow chart of a data acquisition operation method of a portable mobile medical terminal provided by the present invention;
图 2 是本发明提供的 便携移动医疗终端的数据采集运算系统 的结构图。 Fig. 2 is a structural diagram of a data acquisition computing system of the portable mobile medical terminal provided by the present invention.
本发明的实施方式Embodiments of the invention
为了使本发明的目的、技术方案及优点更加清楚明白，以下结合附图及实施例，对本发明进行进一步详细说明。应当理解，此处所描述的具体实施例仅仅用以解释本发明，并不用于限定本发明。 The present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It is understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
本发明具体实施方式提供一种 便携移动医疗终端的数据采集运算方法，该方法由移动医疗终端完成，如图 1 所示，包括： A specific embodiment of the present invention provides a data acquisition and operation method for a portable mobile medical terminal, which is completed by a mobile medical terminal, as shown in FIG. 1 . Shown, including:
101 、周期性的获取用户的心率、体温、血压和皮肤导电率数据； 101. Periodically obtaining user's heart rate, body temperature, blood pressure, and skin conductivity data;
102 、对心率、体温、血压和皮肤导电率数据进行处理后，计算心率、体温、血压和皮肤导电率数据的平均值； 102 After processing the heart rate, body temperature, blood pressure and skin conductivity data, calculating the average values of heart rate, body temperature, blood pressure and skin conductivity data;
103 、依据心率、体温、血压和皮肤导电率数据的平均值计算出女性排卵期。 103. Calculate the female ovulation period based on the average of heart rate, body temperature, blood pressure, and skin conductivity data.
可选的，上述 103 的实现方法具体可以为： Optionally, the implementation method of the foregoing 103 may be specifically:
女性排卵期天数 = 第一参数 + 第二参数 + 第三参数 + 第四参数向下取整； Female ovulation period days = first parameter + second parameter + third parameter + fourth parameter rounded down;
其中，第一参数 =N1 乘以体温平均值除以第一分母，第一分母具体为： 100 乘以每个体温值与体温平均值差的和； Wherein, the first parameter =N1 is multiplied by the average body temperature divided by the first denominator, and the first denominator is specifically: 100 Multiplied by the sum of the difference between the body temperature value and the body temperature average;
第二参数 =30 乘以 1.9 乘以 N2 乘以皮肤导电率平均值除以每个皮肤导电率与皮肤导电率平均值差的和； Second parameter = 30 multiplied by 1.9 multiplied by N2 Multiplied by the average skin conductivity divided by the sum of the difference between the skin conductivity and the skin conductivity average;
第三参数 = 每个血压值与血压均值差的和除以第三分母，第三分母具体为： 6*N3; The third parameter = the sum of the difference between each blood pressure value and the blood pressure mean divided by the third denominator, the third denominator is specifically: 6 * N3;
第四参数 = 每个心率值与心率均值差的和除以第四分母，第四分母具体为： 15*N4; The fourth parameter = the sum of the heart rate value and the heart rate mean difference divided by the fourth denominator, the fourth denominator is specifically: 15 * N4;
其中， N1 表示前一天采样的体温数据的个数， N2 表示前一天采样的皮肤导电率的个数， N3 表示前一天采样的血压的个数， N4 表示前一天采样的心率的个数。 Where N1 represents the number of body temperature data sampled the previous day, and N2 represents the number of skin conductivity samples sampled the previous day, N3 Indicates the number of blood pressures sampled the previous day, and N4 indicates the number of heart rates sampled the previous day.
可选的，上述方法在 103 之后，还可以包括： Optionally, after the foregoing method is performed, the method may further include:
将计算出的女性排卵期和历史记录的女性排卵期进行对比得到偏差值，如偏差值超过阈值，则删除，如偏差值未超过阈值，则显示。 The calculated female ovulation period and the historical female ovulation period are compared to obtain a deviation value, and if the deviation value exceeds the threshold value, the deletion is performed, and if the deviation value does not exceed the threshold value, it is displayed.
可选的，上述方法的具体实现方法可以为： Optionally, the specific implementation method of the foregoing method may be:
偏差值 = 计算出的女性排卵期值的平方减去历史记录中前 12 个月的排卵期的均值的平方然后除以历史记录中前 12 个月的排卵期的均值乘以百分之百。 Deviation = the square of the calculated female ovulation value minus the top of the history 12 The square of the mean of the ovulation period for the month is then divided by the mean of the ovulation period for the first 12 months of the history multiplied by 100%.
通过平方差计算偏差值是为了避免计算的误差范围太小，阈值不好确定，因为对于天数来说，其计算出的天数的范围偏差很小，一般都在 1 天以内，如果采用普通的误差计算方式，那么计算出的女性排卵期值偏差大也会被保留，所以此种误差的排除方式能够提高显示的准确率。 The deviation value is calculated by the square difference in order to avoid the calculation error range being too small, and the threshold value is not well determined, because for the number of days, the range of the calculated number of days is small, generally in 1 Within a day, if the ordinary error calculation method is adopted, the calculated deviation of the female ovulation period value will be retained, so the elimination of such error can improve the display accuracy.
通过采集海量的数据发现，对于女性排卵期越接近时，皮肤导电率的波动范围越小，同时值也变大，血压的差值以及心率也会有细纹的变化，并且此种情况计算出的女性排卵期很准确，而对于体温数据、血压数据以及心率数据来说，其在女性排卵期中变化和正常时间的变化就不是体现的那么明显，通过实验证明，上述计算出的女性排卵期的天数能够满足正常育龄女性的需要。 By collecting a large amount of data, it is found that the closer the female ovulation period is, the smaller the fluctuation range of the skin electrical conductivity is, and the value is also increased, the difference in blood pressure and the heart rate also have fine lines, and this case is calculated. The ovulation period of females is very accurate. For body temperature data, blood pressure data and heart rate data, the changes in female ovulation period and normal time are not so obvious. It is proved by experiments that the above calculated female ovulation period The number of days can meet the needs of normal women of childbearing age.
本发明具体实施方式还提供一种便携移动医疗终端的数据采集运算系统，该系统如图 2 所示，包括： The embodiment of the present invention further provides a data collection and calculation system for a portable mobile medical terminal. The system is as shown in FIG. 2, and includes:
采集单元 201 ，用于周期性的获取用户的心率、体温、血压和皮肤导电率数据； The collecting unit 201 is configured to periodically acquire user's heart rate, body temperature, blood pressure, and skin conductivity data;
处理单元 202 ，对心率、体温、血压和皮肤导电率数据进行处理后，计算心率、体温、血压和皮肤导电率数据的平均值； Processing unit 202 Calculate the heart rate, body temperature, blood pressure, and skin conductivity data, and calculate the average of heart rate, body temperature, blood pressure, and skin conductivity data;
计算单元 203 ，用于依据心率、体温、血压和皮肤导电率数据的平均值计算出女性排卵期。 The calculating unit 203 is configured to calculate a female ovulation period according to an average value of heart rate, body temperature, blood pressure, and skin conductivity data.
可选的，计算单元 203 具体用于 Optionally, the calculating unit 203 is specifically used to
女性排卵期天数 = 第一参数 + 第二参数 + 第三参数 + 第四参数向下取整； Female ovulation period days = first parameter + second parameter + third parameter + fourth parameter rounded down;
其中，第一参数 =N1 乘以体温平均值除以第一分母，第一分母具体为： 100 乘以每个体温值与体温平均值差的和； Wherein, the first parameter =N1 is multiplied by the average body temperature divided by the first denominator, and the first denominator is specifically: 100 Multiplied by the sum of the difference between the body temperature value and the body temperature average;
第二参数 =30 乘以 1.9 乘以 N2 乘以皮肤导电率平均值除以每个皮肤导电率与皮肤导电率平均值差的和； Second parameter = 30 multiplied by 1.9 multiplied by N2 Multiplied by the average skin conductivity divided by the sum of the difference between the skin conductivity and the skin conductivity average;
第三参数 = 每个血压值与血压均值差的和除以第三分母，第三分母具体为： 6*N3; The third parameter = the sum of the difference between each blood pressure value and the blood pressure mean divided by the third denominator, the third denominator is specifically: 6 * N3;
第四参数 = 每个心率值与心率均值差的和除以第四分母，第四分母具体为： 15*N4; The fourth parameter = the sum of the heart rate value and the heart rate mean difference divided by the fourth denominator, the fourth denominator is specifically: 15 * N4;
其中， N1 表示前一天采样的体温数据的个数， N2 表示前一天采样的皮肤导电率的个数， N3 表示前一天采样的血压的个数， N4 表示前一天采样的心率的个数。 Where N1 represents the number of body temperature data sampled the previous day, and N2 represents the number of skin conductivity samples sampled the previous day, N3 Indicates the number of blood pressures sampled the previous day, and N4 indicates the number of heart rates sampled the previous day.
可选的，所述系统还包括： Optionally, the system further includes:
排除显示单元 204 ，用于将计算出的女性排卵期和历史记录的女性排卵期进行对比得到偏差值，如偏差值超过阈值，则删除，如偏差值未超过阈值，则显示。 Exclusion display unit 204 For comparing the calculated female ovulation period with the historical female ovulation period to obtain a deviation value, if the deviation value exceeds the threshold value, the deletion is performed, and if the deviation value does not exceed the threshold value, it is displayed.
可选的，排除显示单元 204 具体用于 Optionally, the exclusion display unit 204 is specifically used for
偏差值 = 计算出的女性排卵期值的平方减去历史记录中前 12 个月的排卵期的均值的平方然后除以历史记录中前 12 个月的排卵期的均值乘以百分之百。 Deviation = the square of the calculated female ovulation value minus the top of the history 12 The square of the mean of the ovulation period for the month is then divided by the mean of the ovulation period for the first 12 months of the history multiplied by 100%.
以上所述仅为本发明的较佳实施例而已，并不用以限制本发明，凡在本发明的精神和原则之内所作的任何修改、等同替换和改进等，均应包含在本发明的保护范围之内。 The above is only the preferred embodiment of the present invention, and is not intended to limit the present invention. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention should be included in the protection of the present invention. Within the scope.

Claims (8)

  1. 一种 便携移动医疗终端的数据采集运算方法，其特征在于，所述方法包括： A data acquisition operation method for a portable mobile medical terminal, the method comprising:
    周期性的获取用户的心率、体温、血压和皮肤导电率数据；Periodically obtaining user's heart rate, body temperature, blood pressure and skin conductivity data;
    对心率、体温、血压和皮肤导电率数据进行处理后，计算心率、体温、血压和皮肤导电率数据的平均值；After processing heart rate, body temperature, blood pressure and skin conductivity data, calculate the average of heart rate, body temperature, blood pressure and skin conductivity data;
    依据心率、体温、血压和皮肤导电率数据的平均值计算出女性排卵期。The female ovulation period was calculated based on the average of heart rate, body temperature, blood pressure, and skin conductivity data.
  2. 根据权利要求 1 所述的方法，其特征在于，所述依据心率、体温、血压和皮肤导电率数据的平均值计算出女性排卵期具体为：According to claim 1 The method is characterized in that the calculating the female ovulation period according to the average of the heart rate, the body temperature, the blood pressure and the skin conductivity data is:
    女性排卵期天数 = 第一参数 + 第二参数 + 第三参数 + 第四参数向下取整；Female ovulation period days = first parameter + second parameter + third parameter + fourth parameter rounded down;
    其中，第一参数 =N1 乘以体温平均值除以第一分母，第一分母具体为： 100 乘以每个体温值与体温平均值差的和；Wherein, the first parameter =N1 is multiplied by the average body temperature divided by the first denominator, and the first denominator is specifically: 100 Multiplied by the sum of the difference between the body temperature value and the body temperature average;
    第二参数 =30 乘以 1.9 乘以 N2 乘以皮肤导电率平均值除以每个皮肤导电率与皮肤导电率平均值差的和；Second parameter = 30 multiplied by 1.9 multiplied by N2 Multiplied by the average skin conductivity divided by the sum of the difference between the skin conductivity and the skin conductivity average;
    第三参数 = 每个血压值与血压均值差的和除以第三分母，第三分母具体为： 6*N3;The third parameter = the sum of the difference between each blood pressure value and the blood pressure mean divided by the third denominator, the third denominator is specifically: 6 * N3;
    第四参数 = 每个心率值与心率均值差的和除以第四分母，第四分母具体为： 15*N4;The fourth parameter = the sum of the heart rate value and the heart rate mean difference divided by the fourth denominator, the fourth denominator is specifically: 15 * N4;
    其中， N1 表示前一天采样的体温数据的个数， N2 表示前一天采样的皮肤导电率的个数， N3 表示前一天采样的血压的个数， N4 表示前一天采样的心率的个数。Where N1 represents the number of body temperature data sampled the previous day, and N2 represents the number of skin conductivity samples sampled the previous day, N3 Indicates the number of blood pressures sampled the previous day, and N4 indicates the number of heart rates sampled the previous day.
  3. 根据权利要求 1 所述的方法，其特征在于，所述方法所述依据心率、体温、血压和皮肤导电率数据的平均值计算出女性排卵期之后，还包括：According to claim 1 The method according to the method, wherein the method calculates the female ovulation period based on the average of the heart rate, the body temperature, the blood pressure, and the skin conductivity data, and further includes:
    将计算出的女性排卵期和历史记录的女性排卵期进行对比得到偏差值，如偏差值超过阈值，则删除，如偏差值未超过阈值，则显示。The calculated female ovulation period and the historical female ovulation period are compared to obtain a deviation value, and if the deviation value exceeds the threshold value, the deletion is performed, and if the deviation value does not exceed the threshold value, it is displayed.
  4. 根据权利要求 3 所述的方法，其特征在于，所述将计算出的女性排卵期和历史记录的女性排卵期进行对比得到偏差值具体包括：According to claim 3 The method is characterized in that the comparing the calculated female ovulation period and the historical female ovulation period to obtain a deviation value specifically includes:
    偏差值 = 计算出的女性排卵期值的平方减去历史记录中前 12 个月的排卵期的均值的平方然后除以历史记录中前 12 个月的排卵期的均值乘以百分之百。Deviation = the square of the calculated female ovulation value minus the square of the mean of the first 12 months of ovulation in the history and then divided by the top of the history. The average of the ovulation period for the month is multiplied by 100%.
  5. 一种 便携移动医疗终端的数据采集运算系统，其特征在于，所述系统包括：A data acquisition computing system for a portable mobile medical terminal, characterized in that the system comprises:
    采集单元，用于周期性的获取用户的心率、体温、血压和皮肤导电率数据；An acquisition unit for periodically acquiring user's heart rate, body temperature, blood pressure, and skin conductivity data;
    处理单元，对心率、体温、血压和皮肤导电率数据进行处理后，计算心率、体温、血压和皮肤导电率数据的平均值；The processing unit calculates heart rate, body temperature, blood pressure, and skin conductivity data, and calculates an average value of heart rate, body temperature, blood pressure, and skin conductivity data;
    计算单元，用于依据心率、体温、血压和皮肤导电率数据的平均值计算出女性排卵期。A calculation unit for calculating a female ovulation period based on an average of heart rate, body temperature, blood pressure, and skin conductivity data.
  6. 根据权利要求 5 所述的系统，其特征在于，所述计算单元具体用于The system of claim 5 wherein said computing unit is
    女性排卵期天数 = 第一参数 + 第二参数 + 第三参数 + 第四参数向下取整；Female ovulation period days = first parameter + second parameter + third parameter + fourth parameter rounded down;
    其中，第一参数 =N1 乘以体温平均值除以第一分母，第一分母具体为： 100 乘以每个体温值与体温平均值差的和；Wherein, the first parameter =N1 is multiplied by the average body temperature divided by the first denominator, and the first denominator is specifically: 100 Multiplied by the sum of the difference between the body temperature value and the body temperature average;
    第二参数 =30 乘以 1.9 乘以 N2 乘以皮肤导电率平均值除以每个皮肤导电率与皮肤导电率平均值差的和；Second parameter = 30 multiplied by 1.9 multiplied by N2 Multiplied by the average skin conductivity divided by the sum of the difference between the skin conductivity and the skin conductivity average;
    第三参数 = 每个血压值与血压均值差的和除以第三分母，第三分母具体为： 6*N3;The third parameter = the sum of the difference between each blood pressure value and the blood pressure mean divided by the third denominator, the third denominator is specifically: 6 * N3;
    第四参数 = 每个心率值与心率均值差的和除以第四分母，第四分母具体为： 15*N4;The fourth parameter = the sum of the heart rate value and the heart rate mean difference divided by the fourth denominator, the fourth denominator is specifically: 15 * N4;
    其中， N1 表示前一天采样的体温数据的个数， N2 表示前一天采样的皮肤导电率的个数， N3 表示前一天采样的血压的个数， N4 表示前一天采样的心率的个数。Where N1 represents the number of body temperature data sampled the previous day, and N2 represents the number of skin conductivity samples sampled the previous day, N3 Indicates the number of blood pressures sampled the previous day, and N4 indicates the number of heart rates sampled the previous day.
  7. 根据权利要求 6 所述的系统，其特征在于，所述系统还包括：The system of claim 6 wherein the system further comprises:
    排除显示单元，用于将计算出的女性排卵期和历史记录的女性排卵期进行对比得到偏差值，如偏差值超过阈值，则删除，如偏差值未超过阈值，则显示。The display unit is excluded for comparing the calculated female ovulation period with the historical female ovulation period to obtain a deviation value, and if the deviation value exceeds the threshold value, the deletion is performed, and if the deviation value does not exceed the threshold value, it is displayed.
  8. 根据权利要求 7 所述的系统，其特征在于，所述排除显示单元具体用于The system according to claim 7, wherein said exclusion display unit is specifically for
    偏差值 = 计算出的女性排卵期值的平方减去历史记录中前 12 个月的排卵期的均值的平方然后除以历史记录中前 12 个月的排卵期的均值乘以百分之百。Deviation = the square of the calculated female ovulation value minus the square of the mean of the first 12 months of ovulation in the history and then divided by the top of the history. The average of the ovulation period for the month is multiplied by 100%.
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Families Citing this family (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105105719A (en) * 2015-07-17 2015-12-02 中山市中舜信息科技有限公司 Method and device for intelligently measuring human body temperature and predicting female ovulatory period
CN106137263B (en) * 2016-07-25 2019-04-02 南京市小鲸鲨信息科技有限公司 A kind of ovulation analyzer and its measuring method based on cloud analytical technology
CN111658006B (en) * 2019-03-07 2022-09-02 华为技术有限公司 Method and device for predicting female physiological cycle
CN112450898A (en) * 2020-11-30 2021-03-09 刘宇峰 Vital sign parameter monitoring method
CN113303777A (en) * 2021-05-27 2021-08-27 维沃移动通信有限公司 Heart rate value determination method and device, electronic equipment and medium

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102488511A (en) * 2011-10-28 2012-06-13 中国人民解放军第四军医大学 3G (The 3rd Generation Telecommunication) electro-cardio monitoring system
CN102715917A (en) * 2012-02-22 2012-10-10 Tcl集团股份有限公司 Fetus-voice meter for remote monitoring
CN103271735A (en) * 2013-06-17 2013-09-04 深圳市兴达实电子有限公司 Heart beat rate detecting system and application thereof
CN104173034A (en) * 2014-09-12 2014-12-03 罗满清 Mobile medical service system for user side

Family Cites Families (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
GB8319078D0 (en) * 1983-07-14 1983-08-17 Trafford J C De Detecting ovulation
GB0608829D0 (en) * 2006-05-04 2006-06-14 Husheer Shamus L G In-situ measurement of physical parameters
US8652040B2 (en) * 2006-12-19 2014-02-18 Valencell, Inc. Telemetric apparatus for health and environmental monitoring
JP5789199B2 (en) * 2009-02-25 2015-10-07 ヴァレンセル，インコーポレイテッド Headset and earbud
JP5256382B1 (en) * 2013-01-28 2013-08-07 楽天株式会社 Information processing apparatus, server apparatus, information processing method, information processing program, and recording medium on which information processing program is recorded
CN104224239B (en) * 2014-10-17 2016-09-28 肖南 Determining female physiological periodicity monitoring method and system

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102488511A (en) * 2011-10-28 2012-06-13 中国人民解放军第四军医大学 3G (The 3rd Generation Telecommunication) electro-cardio monitoring system
CN102715917A (en) * 2012-02-22 2012-10-10 Tcl集团股份有限公司 Fetus-voice meter for remote monitoring
CN103271735A (en) * 2013-06-17 2013-09-04 深圳市兴达实电子有限公司 Heart beat rate detecting system and application thereof
CN104173034A (en) * 2014-09-12 2014-12-03 罗满清 Mobile medical service system for user side

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