CN116236178A - Neonate spontaneous respiratory rate monitoring method and neonate spontaneous respiratory rate monitoring system - Google Patents
Neonate spontaneous respiratory rate monitoring method and neonate spontaneous respiratory rate monitoring system Download PDFInfo
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Abstract
Description
技术领域technical field
本发明属于呼吸机技术领域,尤其涉及一种新生儿自主呼吸频率监测方法及系统。The invention belongs to the technical field of ventilators, and in particular relates to a method and system for monitoring spontaneous breathing frequency of newborns.
背景技术Background technique
呼吸机是一种能代替、控制或改变人的正常生理呼吸,增加肺通气量,改善呼吸功能,减轻呼吸功消耗,节约心脏储备能力的装置。呼吸机有多种通气方式,PEEP(PositiveEnd Expiratory Pressure,呼气末正压通气)是其中的一种,它是在间歇正压通气的前提下,使呼气末气道内保持一定压力,在治疗呼吸窘迫综合征、非心源性肺水肿、肺出血时起重要作用。Ventilator is a device that can replace, control or change people's normal physiological breathing, increase lung ventilation, improve respiratory function, reduce breathing work consumption, and save heart reserve capacity. The ventilator has a variety of ventilation methods, and PEEP (Positive End Expiratory Pressure) is one of them. It maintains a certain pressure in the airway at the end of expiration under the premise of intermittent positive pressure ventilation. It plays an important role in respiratory distress syndrome, noncardiogenic pulmonary edema, and pulmonary hemorrhage.
呼吸频率是呼吸机通气控制过程中的重要监测参数,表示每分钟呼吸的次数,是重要的生命体征之一。呼吸机通气时会对患者的自主呼吸频率进行监测,当前呼吸机设备都是采用呼吸时压力或流量的变化来判断是否触发吸气去计算自主呼吸频率。Respiratory frequency is an important monitoring parameter in the ventilation control process of the ventilator, which represents the number of breaths per minute and is one of the important vital signs. The ventilator monitors the patient's spontaneous breathing rate during ventilation. Current ventilator equipment uses changes in pressure or flow during breathing to determine whether to trigger inhalation to calculate the spontaneous breathing rate.
由于新生儿呼吸中枢调节功能不全,呼吸肌发育不完善,呼吸主要依靠膈肌运动,以腹式呼吸为主而胸廓运动较浅。用上述方式监测会出现一定误差,而判断腹部的起伏是很有必要的一种监测方式。Due to the insufficiency of the neonatal respiratory center regulation function and the immature development of the respiratory muscles, the breathing mainly depends on the movement of the diaphragm, mainly abdominal breathing and shallow thoracic movement. There will be certain errors in monitoring with the above methods, and judging the rise and fall of the abdomen is a very necessary monitoring method.
目前使用较多的自主呼吸监测方法通常利用流量或压力的变化来判断是否触发吸气,该检测方法的具体流程为:Currently, the most commonly used spontaneous breathing monitoring methods usually use changes in flow or pressure to determine whether to trigger inhalation. The specific process of this detection method is as follows:
1)根据设置的流量或压力的阈值判断是否有吸气触发;1) Judging whether there is an inspiratory trigger according to the set flow or pressure threshold;
2)每次触发吸气后,将当前时间存入5个元素的数组;2) After each inhalation is triggered, the current time is stored in an array of 5 elements;
3)计算5个呼吸周期的总时间;3) Calculate the total time of 5 breathing cycles;
4)最后用5个呼吸周期的总时间计算出1分钟内的呼吸频率。4) Finally, use the total time of 5 breathing cycles to calculate the breathing rate within 1 minute.
该检测方法主要根据是否出现吸气触发来计算呼吸频率,而对于流量或压力的触发需要医生自主根据新生儿呼吸的强弱去设置触发阈值,并且在出现呼吸压力或流量不均匀时,对设置触发阈值要求很严格,会出现误触发或不触发现象。This detection method mainly calculates the respiratory rate based on whether there is an inspiratory trigger, but for the trigger of flow or pressure, the doctor needs to set the trigger threshold independently according to the strength of the newborn's breathing, and when there is uneven respiratory pressure or flow, the setting The trigger threshold is very strict, and false triggering or non-triggering may occur.
发明内容Contents of the invention
本发明的目的在于克服现有技术缺陷,提出了一种新生儿用腹部呼吸传感器对自主呼吸频率的监测方法。The purpose of the present invention is to overcome the defects of the prior art, and proposes a method for monitoring spontaneous breathing frequency with an abdominal respiration sensor for newborns.
为了实现上述目的,本发明提出了一种新生儿用腹部呼吸传感器对自主呼吸频率的监测方法,所述方法包括:In order to achieve the above object, the present invention proposes a method for monitoring spontaneous breathing frequency with an abdominal respiration sensor for newborns, said method comprising:
间隔设定时间通过腹部呼吸传感器获取被检测者压力值;The interval setting time is used to obtain the pressure value of the detected person through the abdominal respiration sensor;
经低通滤波器处理后,对符合第一要求的压力值进行存储;After being processed by a low-pass filter, the pressure value meeting the first requirement is stored;
对达到设定数量N的存储压力值求取平均值;Calculate the average value of the stored pressure values reaching the set number N;
根据平均值,提取符合第二要求的n个压力值及对应时间;According to the average value, extract n pressure values and corresponding times that meet the second requirement;
由对应时间计算得到被检测者的自主呼吸频率。The spontaneous breathing rate of the subject is calculated from the corresponding time.
作为上述方法一种改进,所述间隔设定时间为ms级。As an improvement to the above method, the interval setting time is at the ms level.
作为上述方法一种改进,所述对符合第一要求的压力值进行存储;具体包括:As an improvement to the above method, the storage of the pressure value meeting the first requirement; specifically includes:
判断当前的压力值与前一个压力值是否相等,如果不相等则存储该压力值及对应的获取时间,否则不存储。Determine whether the current pressure value is equal to the previous pressure value, if not, store the pressure value and the corresponding acquisition time, otherwise not store.
作为上述方法一种改进,所述设定数量N为1000。As an improvement to the above method, the set number N is 1000.
作为上述方法一种改进,所述根据平均值,提取符合第二要求的n个压力值及对应时间;具体包括:遍历存储的每个压力值,分别提取个小于压力平均值的压力值,以及/>个大于压力平均值的压力值,存储上述n个压力值以及对应时间。As an improvement of the above method, the extraction of n pressure values and corresponding time that meet the second requirement according to the average value; specifically includes: traversing each stored pressure value, extracting respectively pressure values less than the average pressure value, and /> pressure values greater than the average pressure value, and store the above n pressure values and corresponding time.
作为上述方法一种改进,所述由对应时间计算得到被检测者的自主呼吸频率;具体包括:As an improvement of the above method, the spontaneous breathing rate of the subject is calculated from the corresponding time; specifically includes:
根据存储的n个压力值的对应时间,分别计算相邻数据的时间差,得到n-1个时间差,求取上述时间差的平均值,根据时间差的平均值作为相邻两个呼吸周期的时间,求得被检测者的呼吸频率。According to the corresponding time of the stored n pressure values, calculate the time difference of adjacent data respectively to obtain n-1 time differences, calculate the average value of the above time differences, and use the average value of the time difference as the time of two adjacent breathing cycles to calculate Obtain the respiratory rate of the subject.
另一方面,本发明提出了一种新生儿用腹部呼吸传感器对自主呼吸频率的监测系统,其特征在于,所述系统包括:On the other hand, the present invention proposes a system for monitoring spontaneous breathing frequency with an abdominal respiration sensor for newborns, characterized in that the system includes:
压力值获取模块,用于间隔设定时间通过腹部呼吸传感器获取被检测者压力值;The pressure value acquisition module is used to obtain the pressure value of the detected person through the abdominal respiration sensor at intervals of set time;
存储模块,用于经低通滤波器处理后,对符合第一要求的压力值进行存储;The storage module is used to store the pressure value meeting the first requirement after being processed by the low-pass filter;
平均值计算模块,用于对达到设定数量N的存储压力值求取平均值;An average value calculation module, which is used to calculate the average value of the stored pressure values reaching the set number N;
提取模块,用于根据平均值,提取符合第二要求的n个压力值及对应时间;An extraction module, configured to extract n pressure values and corresponding times that meet the second requirement according to the average value;
计算输出模块,用于由对应时间计算得到被检测者的自主呼吸频率。The calculation output module is used to calculate the spontaneous breathing rate of the detected person from the corresponding time.
与现有技术相比,本发明的优势在于:Compared with the prior art, the present invention has the advantages of:
1、本发明考虑到新生儿多采用腹式呼吸,根据腹部起伏对传感器产生压力的变化会消除误触发或不触发的影响,从而达到监测准确的目的;1. The present invention takes into account that newborns often adopt abdominal breathing, and the pressure change of the sensor according to the abdominal ups and downs will eliminate the influence of false triggering or non-triggering, so as to achieve the purpose of accurate monitoring;
2、本发明的方法通过腹部起伏采样到的压力变化可以很好的降低误触发或不触发的问题。2. The method of the present invention can well reduce the problem of false triggering or non-triggering through the pressure change sampled by abdominal ups and downs.
附图说明Description of drawings
图1是本发明的方法存储部分流程图;Fig. 1 is a flow chart of the storage part of the method of the present invention;
图2是本发明的方法计算部分流程图。Fig. 2 is a flow chart of the calculation part of the method of the present invention.
具体实施方式Detailed ways
下面结合附图和实施例对本发明的技术方案进行详细的说明。The technical solutions of the present invention will be described in detail below in conjunction with the drawings and embodiments.
实施例1Example 1
本发明的实施例1提出了一种新生儿用腹部呼吸传感器对自主呼吸频率的监测方法,所述方法包括:Embodiment 1 of the present invention proposes a method for monitoring spontaneous breathing frequency with an abdominal respiration sensor for newborns, the method comprising:
间隔设定时间通过腹部呼吸传感器获取被检测者压力值;The interval setting time is used to obtain the pressure value of the detected person through the abdominal respiration sensor;
经低通滤波器处理后,对符合第一要求的压力值进行存储;After being processed by a low-pass filter, the pressure value meeting the first requirement is stored;
对达到设定数量N的存储压力值求取平均值;Calculate the average value of the stored pressure values reaching the set number N;
根据平均值,提取符合第二要求的n个压力值及对应时间;According to the average value, extract n pressure values and corresponding times that meet the second requirement;
由对应时间计算得到被检测者的自主呼吸频率。The spontaneous breathing rate of the subject is calculated from the corresponding time.
具体步骤包括:Specific steps include:
将腹部呼吸传感器探头贴合于被被检测者腹部,通过压力传感器采样得到腹部压力的变化。首先每5毫秒记录一个通过IIC(集成电路总线)通信采集到的压力数值,每次记录压力数值时,先对压力数值做低通滤波,并舍弃掉与前一个压力数值相等的数值压力,滤波后将压力值存入1000个元素的数组s_PressureValueArr[1000]及压力值对应的时间存入数组s_PressureTime[1000]中。Attach the abdominal respiration sensor probe to the abdomen of the subject to be tested, and obtain changes in abdominal pressure through pressure sensor sampling. First, record a pressure value collected through IIC (integrated circuit bus) communication every 5 milliseconds. Every time the pressure value is recorded, the pressure value is first low-pass filtered, and the value equal to the previous pressure value is discarded. Then store the pressure value in the array s_PressureValueArr[1000] with 1000 elements and the time corresponding to the pressure value in the array s_PressureTime[1000].
考虑到处理芯片存储量有限,并且每5ms采样一次压力,所以定义1000个元素的数组存储压力值,将1000个压力值取平均值,然后遍历数组s_PressureValueArr[1000]取当前压力值满足前10个压力数值小于平均压力值并且后10个压力数值大于平均压力值,并记录满足条件的压力值所对应的时间,并将时间存入数组s_SubTime[20]中,以及对应满足条件的压力值的个数s_TimeCount,最后将s_SubTime[20]数组中存入的时间数值取时间的差值作为呼吸周期的时间,并取时间差值的平均值计算呼吸频率。Considering the limited storage capacity of the processing chip and the pressure is sampled every 5ms, define an array of 1000 elements to store the pressure value, average the 1000 pressure values, and then traverse the array s_PressureValueArr[1000] to obtain the current pressure value that satisfies the first 10 The pressure value is less than the average pressure value and the last 10 pressure values are greater than the average pressure value, and record the time corresponding to the pressure value that meets the condition, and store the time in the array s_SubTime[20], and the corresponding pressure value that meets the condition Count s_TimeCount, and finally take the time difference stored in the s_SubTime[20] array as the time of the breathing cycle, and take the average value of the time difference to calculate the breathing frequency.
实施例2Example 2
本发明的实施例2提出了一种新生儿自主呼吸频率监测系统,基于实施例1的方法实现,该系统包括:Embodiment 2 of the present invention proposes a neonatal spontaneous breathing frequency monitoring system, which is implemented based on the method of Embodiment 1. The system includes:
压力值获取模块,用于间隔设定时间通过腹部呼吸传感器获取被检测者压力值;The pressure value acquisition module is used to obtain the pressure value of the detected person through the abdominal respiration sensor at intervals of set time;
存储模块,用于经低通滤波器处理后,对符合第一要求的压力值进行存储;The storage module is used to store the pressure value meeting the first requirement after being processed by the low-pass filter;
平均值计算模块,用于对达到设定数量N的存储压力值求取平均值;An average value calculation module, which is used to calculate the average value of the stored pressure values reaching the set number N;
提取模块,用于根据平均值,提取符合第二要求的n个压力值及对应时间;和An extraction module, configured to extract n pressure values and corresponding times that meet the second requirement according to the average value; and
计算输出模块,用于由对应时间计算得到被检测者的自主呼吸频率。The calculation output module is used to calculate the spontaneous breathing rate of the detected person from the corresponding time.
验证效果:Verification effect:
将新生儿小儿呼吸机设置为NCPAP(经鼻持续气道正压通气模式)模式,设置CPAP(持续气道正压)=10cmH2O,连接气流发生装置,调节频率,对比本发明的方法与现有技术的频率监测,如下表所示。Set the newborn infant ventilator to NCPAP (nasal continuous positive airway pressure mode) mode, set CPAP (continuous positive airway pressure)=10cmH 2 O, connect the airflow generating device, adjust the frequency, compare the method of the present invention with The frequency monitoring of the prior art is shown in the table below.
根据两种方法的数值比较,可见本方法对于频率监测有更为准确的监测值,与实际的呼吸频率更接近,同时也可以很好的避免误采样的情况。According to the numerical comparison of the two methods, it can be seen that this method has a more accurate monitoring value for frequency monitoring, which is closer to the actual respiratory frequency, and can also avoid mis-sampling well.
最后所应说明的是,以上实施例仅用以说明本发明的技术方案而非限制。尽管参照实施例对本发明进行了详细说明,本领域的普通技术人员应当理解,对本发明的技术方案进行修改或者等同替换,都不脱离本发明技术方案的精神和范围,其均应涵盖在本发明的权利要求范围当中。Finally, it should be noted that the above embodiments are only used to illustrate the technical solutions of the present invention rather than limit them. Although the present invention has been described in detail with reference to the embodiments, those skilled in the art should understand that modifications or equivalent replacements to the technical solutions of the present invention do not depart from the spirit and scope of the technical solutions of the present invention, and all of them should be included in the scope of the present invention. within the scope of the claims.
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