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Development and Calibration of a PATCH Device for Monitoring Children's Heart Rate and Acceleration
Bridget Armstrong1, R Glenn Weaver1, Jonas McAninch2
1Department of Exercise Science, University of South Carolina, Columbia, SC.
Medicine and Science in Sports and Exercise
|February 20, 2024
Summary
The open-source PATCH platform accurately measures heart rate and acceleration in children aged 3-8. This verifiable wearable technology offers reliable data for pediatric research.
Area of Science:
- Biomedical Engineering
- Pediatric Health Monitoring
- Wearable Technology
Background:
- Existing wearables lack verification for pediatric use due to design limitations and inaccessible raw data.
- There is a need for reliable, open-source hardware for objective measurement of physiological signals in children.
Purpose of the Study:
- To develop and calibrate an open-source, multichannel platform (PATCH) for measuring heart rate and acceleration in children aged 3-8 years.
- To validate the PATCH platform against a research-grade device for accuracy and reliability.
Main Methods:
- Sixty-three children (mean age 6.3 years) underwent a 45-minute protocol with varying activity intensities.
- The PATCH platform's measurements were compared against the Actiheart-5 device.
- Statistical analyses included mean bias, mean absolute error (MAE), mean absolute percent error (MA%E), Pearson correlations, and Lin's concordance correlation coefficient (CCC).
Main Results:
- PATCH showed clinically acceptable accuracy for heart rate (bias: 2.26 bpm, MAE: 6.67 bpm, correlation: 0.89, CCC: 0.88).
- PATCH demonstrated high accuracy for acceleration (bias: 1.16 mg, MAE: 12.24 mg, correlation: 0.96, CCC: 0.95).
Conclusions:
- The PATCH platform provides clinically acceptable accuracy for measuring heart rate and acceleration in children.
- This open-source system offers a verifiable solution for pediatric physiological data collection.
- PATCH is a promising tool for research requiring objective, high-fidelity motion and heart rate data in young populations.
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