Detection of Aortic Valve Opening and Estimation of Pre-Ejection Period in Forcecardiography Recordings
Forcecardiography (FCG) is a novel technique that measures the local forces induced on the chest wall by the mechanical activity of the heart. Specific piezoresistive or piezoelectric force sensors are placed on subjects’ thorax to measure these very small forces. The FCG signal can be divided into...
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| Format: | Article |
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MDPI AG
2022-02-01
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| Series: | Bioengineering |
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| Online Access: | https://www.mdpi.com/2306-5354/9/3/89 |
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| author | Jessica Centracchio Emilio Andreozzi Daniele Esposito Gaetano Dario Gargiulo Paolo Bifulco |
| author_facet | Jessica Centracchio Emilio Andreozzi Daniele Esposito Gaetano Dario Gargiulo Paolo Bifulco |
| author_sort | Jessica Centracchio |
| collection | DOAJ |
| description | Forcecardiography (FCG) is a novel technique that measures the local forces induced on the chest wall by the mechanical activity of the heart. Specific piezoresistive or piezoelectric force sensors are placed on subjects’ thorax to measure these very small forces. The FCG signal can be divided into three components: low-frequency FCG, high-frequency FCG (HF-FCG) and heart sound FCG. HF-FCG has been shown to share a high similarity with the Seismocardiogram (SCG), which is commonly acquired via small accelerometers and is mainly used to locate specific fiducial markers corresponding to essential events of the cardiac cycle (e.g., heart valves opening and closure, peaks of blood flow). However, HF-FCG has not yet been demonstrated to provide the timings of these markers with reasonable accuracy. This study addresses the detection of the aortic valve opening (AO) marker in FCG signals. To this aim, simultaneous recordings from FCG and SCG sensors were acquired, together with Electrocardiogram (ECG) recordings, from a few healthy subjects at rest, both during quiet breathing and apnea. The AO markers were located in both SCG and FCG signals to obtain pre-ejection periods (PEP) estimates, which were compared via statistical analyses. The PEPs estimated from FCG and SCG showed a strong linear relationship (r > 0.95) with a practically unit slope, and 95% of their differences were found to be distributed within ± 4.6 ms around small biases of approximately 1 ms, corresponding to percentage differences lower than 5% of the mean measured PEP. These preliminary results suggest that FCG can provide accurate AO timings and PEP estimates. |
| first_indexed | 2024-03-09T20:06:42Z |
| format | Article |
| id | doaj.art-5d4c895cfee3401ba38e7233e633a23f |
| institution | Directory Open Access Journal |
| issn | 2306-5354 |
| language | English |
| last_indexed | 2024-03-09T20:06:42Z |
| publishDate | 2022-02-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Bioengineering |
| spelling | doaj.art-5d4c895cfee3401ba38e7233e633a23f2023-11-24T00:30:03ZengMDPI AGBioengineering2306-53542022-02-01938910.3390/bioengineering9030089Detection of Aortic Valve Opening and Estimation of Pre-Ejection Period in Forcecardiography RecordingsJessica Centracchio0Emilio Andreozzi1Daniele Esposito2Gaetano Dario Gargiulo3Paolo Bifulco4Department of Electrical Engineering and Information Technologies, University of Naples Federico II, Via Claudio, 21 80125 Napoli, ItalyDepartment of Electrical Engineering and Information Technologies, University of Naples Federico II, Via Claudio, 21 80125 Napoli, ItalyDepartment of Electrical Engineering and Information Technologies, University of Naples Federico II, Via Claudio, 21 80125 Napoli, ItalySchool of Engineering, Design and Built Environment, Western Sydney University, Penrith 2751, AustraliaDepartment of Electrical Engineering and Information Technologies, University of Naples Federico II, Via Claudio, 21 80125 Napoli, ItalyForcecardiography (FCG) is a novel technique that measures the local forces induced on the chest wall by the mechanical activity of the heart. Specific piezoresistive or piezoelectric force sensors are placed on subjects’ thorax to measure these very small forces. The FCG signal can be divided into three components: low-frequency FCG, high-frequency FCG (HF-FCG) and heart sound FCG. HF-FCG has been shown to share a high similarity with the Seismocardiogram (SCG), which is commonly acquired via small accelerometers and is mainly used to locate specific fiducial markers corresponding to essential events of the cardiac cycle (e.g., heart valves opening and closure, peaks of blood flow). However, HF-FCG has not yet been demonstrated to provide the timings of these markers with reasonable accuracy. This study addresses the detection of the aortic valve opening (AO) marker in FCG signals. To this aim, simultaneous recordings from FCG and SCG sensors were acquired, together with Electrocardiogram (ECG) recordings, from a few healthy subjects at rest, both during quiet breathing and apnea. The AO markers were located in both SCG and FCG signals to obtain pre-ejection periods (PEP) estimates, which were compared via statistical analyses. The PEPs estimated from FCG and SCG showed a strong linear relationship (r > 0.95) with a practically unit slope, and 95% of their differences were found to be distributed within ± 4.6 ms around small biases of approximately 1 ms, corresponding to percentage differences lower than 5% of the mean measured PEP. These preliminary results suggest that FCG can provide accurate AO timings and PEP estimates.https://www.mdpi.com/2306-5354/9/3/89forcecardiographyseismocardiographymechanocardiographypre-ejection periodsystolic time intervalscardiac monitoring |
| spellingShingle | Jessica Centracchio Emilio Andreozzi Daniele Esposito Gaetano Dario Gargiulo Paolo Bifulco Detection of Aortic Valve Opening and Estimation of Pre-Ejection Period in Forcecardiography Recordings Bioengineering forcecardiography seismocardiography mechanocardiography pre-ejection period systolic time intervals cardiac monitoring |
| title | Detection of Aortic Valve Opening and Estimation of Pre-Ejection Period in Forcecardiography Recordings |
| title_full | Detection of Aortic Valve Opening and Estimation of Pre-Ejection Period in Forcecardiography Recordings |
| title_fullStr | Detection of Aortic Valve Opening and Estimation of Pre-Ejection Period in Forcecardiography Recordings |
| title_full_unstemmed | Detection of Aortic Valve Opening and Estimation of Pre-Ejection Period in Forcecardiography Recordings |
| title_short | Detection of Aortic Valve Opening and Estimation of Pre-Ejection Period in Forcecardiography Recordings |
| title_sort | detection of aortic valve opening and estimation of pre ejection period in forcecardiography recordings |
| topic | forcecardiography seismocardiography mechanocardiography pre-ejection period systolic time intervals cardiac monitoring |
| url | https://www.mdpi.com/2306-5354/9/3/89 |
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