Detection of parameters in cardiac output related waveforms
View Patent ↗Methods for detecting parameters in cardiac output related waveforms are described. The methods include methods for detecting individual heart beat cycles in a cardiac output related waveform, methods for detecting an error in an assigned starting point for an individual heart beat cycle in a cardiac output related waveform, methods for detecting a dichrotic notch for an individual heart beat cycle in a cardiac output related waveform, and methods for detecting an error in an assigned dichrotic notch for an individual heart beat cycle in a cardiac output related waveform. The identification of these parameters is important for a clinician as these parameters form the basis for the calculation of many other cardiac output related parameters.
1. A method for detecting individual heart beat cycles in a cardiac output related waveform comprising:
providing cardiac output related waveform data to a processing system;
using the processing system to calculate a first derivative function for the waveform data and to reverse the time order of the data;
using the processing system to determine the maximum amplitude in the first derivative function;
using the processing system to compare the amplitude of the first derivative function to a threshold value, the threshold value being a percentage of the maximum amplitude in the first derivative function; and
determining the start of a heart beat cycle by using the processing system to identify the first time the first derivative function equals zero immediately after the point at which the amplitude of the first derivative function is greater than the threshold value in the reversed time order data,
wherein the first time the first derivative function equals zero indicates the beginning of a heart beat cycle.
2. The method of claim 1 , wherein the threshold value is 75% of the maximum amplitude of the first derivative function.
3. The method of claim 1 , wherein the threshold value is 60% of the maximum amplitude of the first derivative function.
4. The method of claim 1 , wherein the threshold value is 30% of the maximum amplitude of the first derivative function.
5. The method of claim 1 , further comprising verifying the number of heart beat cycles detected by additionally determining the start of each heart beat cycle by identifying each zero crossing in the first derivative function that occurs immediately prior in time to each point at which the amplitude of the first derivative function is greater than a lower threshold value; and
comparing the number of heart beat cycles determined using the threshold value with the number of heart beats determined using the lower threshold value,
wherein if the ratio of the number of heart beat cycles using the threshold value to the number of heart beat cycles using the lower threshold value is less than 65% and the number of beats per minute above 150 is greater than 35% of the beats per minute detected then using the heart beat cycles determined using the threshold value as the actual number of heart beat cycles, otherwise using the heart beat cycles determined using the lower threshold value as the actual number of heart beat cycles.
6. The method of claim 5 , wherein the threshold value is 0.6 and the lower threshold value is 0.3.
7. The method of claim 5 , wherein the threshold value is 0.75 and the lower threshold value is 0.6.