BIOPAC® Systems, Inc. Logo

Event Markers | Correcting Automated Placement

Why aren’t event marks always placed correctly by automated analysis routines?

Outliers in graph data—such as noise or other signal artifact—may result in the unwanted or inaccurate placement of event marks during automated analysis routines that use Find Cycle and have peak tracking enabled.

Hemodynamics ABP Preferences
Any unusual area in the data that contains a major jump can throw off the Find Cycle algorithm tracking the threshold and skew the results. Should this occur, this workaround using some basic AcqKnowledge software tools will prove helpful for extracting statistics from relevant data while excluding noise or other unwanted artifacts. These artifacts will be replaced by inputting values into the graph. Ultimately, the values inputted into the graph must fall within the lowest and highest points of the cycles. To accomplish this, follow the below example (which uses a noninvasive blood pressure graph):

Excluding Noise or Artifact from Analyses that use Find Cycle Operations

  1. Locate an area of bad or missing data.
  2. Select an area just before or after the bad section, making certain that enough data has been selected to include at least one full cardiac cycle.
  3. Use “Min” and “Max” measurements to determine the smallest and largest values.
    moving markers
  4. Select the bad section, making sure that the selected area fully encompasses any values that were lower than the previously determined Min and/or larger than the previously determined Max.
  5. Choose Transform > Expression… and enter a value midway between the “Min” and “Max” values from the good section of data.
    • For this example, 98 was used:
      event noise  automatic event marks
  6. Repeat previous steps for any other bad areas.

After processing all “bad” areas, analyses that use Find Cycle (such as ABP Classifier) should yield the proper results.

Associated Application Notes

Associated Advanced Features

Spotlight On
Ventilator Validation Kit

Ventilator Validation and Test Equipment

The Ventilator Validation Kit supports new prototype development, existing design validation for production testing, mobile field testing and verification, and other uses where accurate pressure and flow measurements are critical. The Ventilator Validation Kit provides ventilator manufacturers and prototype developers with a complete solution for validating new medical/hospital-grade ventilator products intended for human use. The VVK100-SYS includes […]

View All
Latest News

BIOPAC Systems Helps STARK Industries Launch VITAL Ventilator for NASA JPL

BIOPAC’s ventilator testing equipment and expertise supports STARK Industries’ effort to manufacture, validate, and test NASA JPL’s VITAL Ventilators Goleta, California – June 16, 2020 BIOPAC Systems, Inc. announced a partnership with STARK Industries, LLC to provide ventilator validation and testing equipment for the mass production of ventilators. STARK Industries was awarded a global license […]

New Citations | Kick Off Summer with New Research in Exercise Physiology!

Comparing Muscle Movement and Involvement between Boxing Punches In the fast-paced, high-intensity combat sport of boxing, the right punch can win a fight. However, boxing is also a sport where opponents can become exhausted in mere minutes of action, and prioritizing their strength is key to winning a fight. This team recorded EMG on test […]

Read All
Request a Demonstration
Request a Demonstration