CN104602614B - The data acquisition operation method of portable mobile medical terminal and system - Google Patents
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Abstract
本发明适用电子通信领域，提供了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：周期性的获取用户的心率、体温、血压和皮肤导电率数据；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；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。本发明提供的方法具有能够及时提醒女性排卵期的优点。
The present invention is applicable to the field of electronic communication, and provides a data acquisition and calculation method of a portable mobile medical terminal, the method comprising: periodically acquiring the user's heart rate, body temperature, blood pressure and skin conductivity data; After processing the skin conductivity data, calculate the average value of heart rate, body temperature, blood pressure and skin conductivity data; calculate the female ovulation period based on the average value of heart rate, body temperature, blood pressure and skin conductivity data. The method provided by the invention has the advantage of being able to remind women of the ovulation period in time.
Description
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 collection 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, defined by the international medical and health membership organization HIMSS, is mHealth, which provides medical services and information through the use of mobile communication technologies such as PDAs, mobile phones and satellite communications. Specifically, in the field of mobile Internet, it is based on Android It provides an effective method for medical and health services in developing countries. In the case of shortage of medical human resources, mobile medical can solve the medical problems in developing countries. question.
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。With the development of existing mobile medical care, the treatment of diseases through mobile medical care is still in the experimental stage. Most mobile medical care only detects the physiological data of users through mobile medical terminals. Existing mobile medical devices only stop at the detection and transmission of user data, for example, detect the user's blood pressure, blood oxygen, ECG, body temperature and other data, draw these data into graphics or transmit them to the background through the mobile network, It is stored by the background, and the physiological data is only routine data. For some special data, the existing mobile medical terminal cannot collect, such as the prediction of female ovulation period; the existing mobile medical cannot effectively remind the user. Data collection and accuracy are also limited.
发明内容Contents of the invention
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。The purpose of the embodiments of the present invention is to provide a data collection and calculation method for a portable mobile medical terminal, so as to solve the problem that the existing technology cannot effectively remind the user.
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 achieved in this way, a data acquisition and calculation method of 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 obtain the 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 the heart rate, body temperature, blood pressure and skin conductivity data, calculate the average value of the 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。A woman's ovulation period is 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 calculation of the female ovulation period based on the average value of heart rate, body temperature, blood pressure and skin conductivity data is 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；Days of female ovulation period = 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 multiplied by the average temperature value divided by the first denominator, the first denominator is specifically: 100 multiplied by the sum of the difference between each body temperature value and the average temperature value;
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；The second parameter=30 multiplied by 1.9 multiplied by N2 multiplied by the average value of skin conductivity divided by the sum of the difference between each skin conductivity and the average value of skin conductivity;
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 average blood pressure 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 difference between each heart rate value and the heart rate mean value 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。Among them, 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 represents the number of blood pressure samples sampled the previous day, and N4 represents the number of heart rate data 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, after calculating the female ovulation period based on the average value of heart rate, body temperature, blood pressure and skin conductivity data, the method 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。Comparing the calculated female ovulation period with the historical record of female ovulation period to get the deviation value, if the deviation value exceeds the threshold, it will be deleted, if the deviation value does not exceed the threshold value, it will be 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, the deviation value obtained by comparing the calculated female ovulation period with the historical recorded female ovulation period 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 value = the square of the calculated female ovulation period value minus the square of the average value of the ovulation period in the previous 12 months in the historical record and then divided by the average value of the ovulatory period in the previous 12 months in the historical record 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：On the other hand, a data collection and computing system of 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；The acquisition unit is used to periodically acquire the 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 the average value of the data of heart rate, body temperature, blood pressure and skin conductivity after processing the data of heart rate, body temperature, blood pressure and skin conductivity;
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。The calculation unit is used to calculate the female ovulation period according to the average value 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 calculation unit is specifically used for
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；Days of female ovulation period = 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 multiplied by the average temperature value divided by the first denominator, the first denominator is specifically: 100 multiplied by the sum of the difference between each body temperature value and the average temperature value;
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；The second parameter=30 multiplied by 1.9 multiplied by N2 multiplied by the average value of skin conductivity divided by the sum of the difference between each skin conductivity and the average value of skin conductivity;
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 average blood pressure 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 difference between each heart rate value and the heart rate mean value 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。Among them, 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 represents the number of blood pressure samples sampled the previous day, and N4 represents the number of heart rate data sampled the previous day.
可选的，所述系统还包括：Optionally, the system also 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 exclusion display unit is used to compare the calculated female ovulation period with the historical recorded female ovulation period to obtain a deviation value, delete if the deviation value exceeds the threshold, and display if the deviation value does not exceed the threshold.
可选的，所述排除显示单元具体用于Optionally, the exclusion display unit 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 value = the square of the calculated female ovulation period value minus the square of the average value of the ovulation period in the previous 12 months in the historical record and then divided by the average value of the ovulatory period in the previous 12 months in the historical record multiplied by 100%.
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 data collection and calculation method for a portable mobile medical terminal, which aims to effectively predict the ovulation period of women, so it has the advantage of being able to remind women of the ovulation period in time.
附图说明Description of 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；Fig. 1 is the flow chart of the data acquisition operation method of a kind of 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 the data acquisition and calculation system of the portable mobile medical terminal provided by the present invention.
具体实施方式detailed description
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。In order to make the object, technical solution and advantages of the present invention clearer, the present invention will be further described in detail below in conjunction with the accompanying drawings and embodiments. It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present 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：The specific embodiment of the present invention provides a data acquisition and calculation method of a portable mobile medical terminal, which is completed by the mobile medical terminal, as shown in Figure 1, 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 obtain the 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, calculate the average value of the 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 value 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 above 103 may specifically be:
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；Days of female ovulation period = 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 multiplied by the average temperature value divided by the first denominator, the first denominator is specifically: 100 multiplied by the sum of the difference between each body temperature value and the average temperature value;
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；The second parameter=30 multiplied by 1.9 multiplied by N2 multiplied by the average value of skin conductivity divided by the sum of the difference between each skin conductivity and the average value of skin conductivity;
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 average blood pressure 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 difference between each heart rate value and the heart rate mean value 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。Among them, 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 represents the number of blood pressure samples sampled the previous day, and N4 represents the number of heart rate data sampled the previous day.
可选的，上述方法在103之后，还可以包括：Optionally, after step 103, the above method may also 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。Comparing the calculated female ovulation period with the historical record of female ovulation period to get the deviation value, if the deviation value exceeds the threshold, it will be deleted, if the deviation value does not exceed the threshold value, it will be 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 above 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 value = the square of the calculated female ovulation period value minus the square of the average value of the ovulation period in the previous 12 months in the historical record and then divided by the average value of the ovulatory period in the previous 12 months in the historical record 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 purpose of calculating the deviation value by the square difference is to avoid the calculated error range being too small, and the threshold value is not easy to determine, because for the number of days, the range deviation of the calculated number of days is very small, generally within 1 day, if the normal error is used If the calculation method is used, the calculated female ovulation period value with a large deviation will be retained, so this error elimination method can improve the accuracy of the display.
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。Through the collection of massive data, it is found that the closer the female ovulation period is, the smaller the fluctuation range of the skin conductivity is, and the value becomes larger at the same time, the difference in blood pressure and heart rate will also have changes in fine lines, and this situation is calculated The female ovulation period is very accurate, but for body temperature data, blood pressure data and heart rate data, the change in the female ovulation period and the normal time change are not so obvious. Experiments have proved that the above calculated female ovulation period The number of days can meet the needs of women of normal 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 specific embodiment of the present invention also provides a data acquisition computing system of a portable mobile medical terminal, the system is shown in Figure 2, including:
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 acquisition unit 201 is used to periodically acquire the 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；The processing unit 202, after processing the heart rate, body temperature, blood pressure and skin conductivity data, calculates the average value of the 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 calculation unit 203 is used to calculate the female ovulation period according to the 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 computing 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；Days of female ovulation period = 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 multiplied by the average temperature value divided by the first denominator, the first denominator is specifically: 100 multiplied by the sum of the difference between each body temperature value and the average temperature value;
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；The second parameter=30 multiplied by 1.9 multiplied by N2 multiplied by the average value of skin conductivity divided by the sum of the difference between each skin conductivity and the average value of skin conductivity;
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 average blood pressure 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 difference between each heart rate value and the heart rate mean value 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。Among them, 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 represents the number of blood pressure samples sampled the previous day, and N4 represents the number of heart rate data sampled the previous day.
可选的，所述系统还包括：Optionally, the system also 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。The exclusion display unit 204 is configured to compare the calculated female ovulation period with the historical recorded female ovulation period to obtain a deviation value, delete if the deviation value exceeds the threshold, and display if the deviation value does not exceed the threshold.
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 value = the square of the calculated female ovulation period value minus the square of the average value of the ovulation period in the previous 12 months in the historical record and then divided by the average value of the ovulatory period in the previous 12 months in the historical record 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 descriptions are only preferred embodiments of the present invention, and are not intended to limit the present invention. Any modifications, equivalent replacements and improvements made within the spirit and principles of the present invention should be included in the protection of the present invention. within range.
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