Evaluating Piezoelectric Ballistocardiography for Post-Surgical Heart Rate Monitoring

Ballistocardiography (BCG) is a non-invasive technique measuring heart and circulatory activity, proposed as an alternative to ECG for long-term heart rate monitoring.This study evaluates a custom multi-node piezoelectric BCG sensing mat for heart rate measurement compared to single-lead ECG in post-cardiac surgery patients.14 patients (10 males, mean age 63.47 9.35) postcoronary artery bypass (N=8) or heart valve repair (N=6) were enrolled at Maastricht University Medical Center.Patients in the cardiac ICU used a bed with a custom BCG sensor mat (10 PVDF-TrFE piezoelectric sensors, 90x50 cm).BCG and ECG were recorded simultaneously for an average of 15 hours per patient.BCG heart rate values were extracted over ten-second epochs using a multinode rule-based algorithm.Performance was assessed using mean absolute error (MAE) comparing BCG and ECG heart rates.Heart rate values derived from the piezoelectric BCG mat resulted in a weighted mean MAE of 1.41 bpm with 66.14% coverage compared to ECG.Piezoelectric BCG shows promise as an accurate heart rate measurement method in post-cardiac surgery patients, offering a non-invasive alternative to ECG.These findings support further development of this technology for clinical use in remote heart rate monitoring.

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Publication Details

Journal
Computing in cardiology
Published
2024-12-01
DOI
https://doi.org/10.22489/cinc.2024.309
Primary Topic
Non-Invasive Vital Sign Monitoring
Type
article
Field-Weighted Citation Impact
0.00

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article

Evaluating Piezoelectric Ballistocardiography for Post-Surgical Heart Rate Monitoring

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Computing in cardiology
Non-Invasive Vital Sign Monitoring
article

Evaluating Piezoelectric Ballistocardiography for Post-Surgical Heart Rate Monitoring

Arman Anzanpour, Matti Kaisti, Ismail Elnaggar, Tero Koivisto, Margreet de Kok, Lars Rikken, Marcel C.G. van de Poll, E. Toffoli, Antti Airola, Sepehr Seifizarei, Stephan Linckens, Ine Vandewauw
article en

Abstract

Ballistocardiography (BCG) is a non-invasive technique measuring heart and circulatory activity, proposed as an alternative to ECG for long-term heart rate monitoring.This study evaluates a custom multi-node piezoelectric BCG sensing mat for heart rate measurement compared to single-lead ECG in post-cardiac surgery patients.14 patients (10 males, mean age 63.47 9.35) postcoronary artery bypass (N=8) or heart valve repair (N=6) were enrolled at Maastricht University Medical Center.Patients in the cardiac ICU used a bed with a custom BCG sensor mat (10 PVDF-TrFE piezoelectric sensors, 90x50 cm).BCG and ECG were recorded simultaneously for an average of 15 hours per patient.BCG heart rate values were extracted over ten-second epochs using a multinode rule-based algorithm.Performance was assessed using mean absolute error (MAE) comparing BCG and ECG heart rates.Heart rate values derived from the piezoelectric BCG mat resulted in a weighted mean MAE of 1.41 bpm with 66.14% coverage compared to ECG.Piezoelectric BCG shows promise as an accurate heart rate measurement method in post-cardiac surgery patients, offering a non-invasive alternative to ECG.These findings support further development of this technology for clinical use in remote heart rate monitoring.

Computing in cardiologyVol. 51
European Commission, Electronic Components and Systems for European Leadership, Horizon 2020 Framework Programme
Good health and well-being
Openalex Percentile: Top 79%
Non-Invasive Vital Sign Monitoring
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