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.
Authors
- Arman Anzanpour (ORCID: https://orcid.org/0000-0002-7614-0232)
- Matti Kaisti (ORCID: https://orcid.org/0000-0001-8118-2851)
- Ismail Elnaggar (ORCID: https://orcid.org/0000-0002-2230-983X)
- Tero Koivisto (ORCID: https://orcid.org/0000-0003-3792-8999)
- Margreet de Kok (ORCID: https://orcid.org/0000-0001-8517-6280)
- Lars Rikken (ORCID: https://orcid.org/0000-0002-9396-7469)
- Marcel C.G. van de Poll (ORCID: https://orcid.org/0000-0002-3302-4063)
- E. Toffoli (ORCID: https://orcid.org/0000-0001-9091-1307)
- Antti Airola (ORCID: https://orcid.org/0000-0002-1010-4386)
- Sepehr Seifizarei (ORCID: https://orcid.org/0009-0008-8379-0859)
- Stephan Linckens
- Ine Vandewauw
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
Funders
- European Commission
- Electronic Components and Systems for European Leadership
- Horizon 2020 Framework Programme