Title :
Wearable seismocardiography for the beat-to-beat assessment of cardiac intervals during sleep
Author :
Di Rienzo, Marco ; Vaini, Emanuele ; Castiglioni, Paolo ; Lombardi, Prospero ; Parati, Gianfranco ; Lombardi, Carolina ; Meriggi, Paolo ; Rizzo, Francesco
Author_Institution :
Fondazione Don Carlo Gnocchi ONLUS, Milan, Italy
Abstract :
Seismocardiogram (SCG) can be detected during sleep by a textile-based wearable system. This pilot study preliminarily explores the feasibility of a beat-to-beat estimation of cardiac mechanical features (RR interval, RRI, Pre-Ejection Period, PEP, Isovolumic Contraction Time, ICT, Left Ventricular Ejection Time, LVET, Isovolumic Relaxation Time, IRT) from the joint ECG and SCG assessment during sleep. The analysis of two 30-min sleep data segments from one healthy subject, indicated that 1) respiration largely influence the dynamics of most of the parameters; 2) variability of cardiac intervals is only marginally influenced by the RRI variability; 3) appreciable spectral power at frequencies <;0.1 is only observed in the RRI spectrum and not in the spectra of the other indexes; 4) IRT has a broadband variability, that is clearly different from the dynamics of the other indexes. These findings represent the very first description of the beat-to-beat variability of cardiac mechanical indexes. Further investigations on a larger population are in progress to confirm the present results.
Keywords :
biomechanics; biomedical measurement; electrocardiography; sleep; RR interval; RRI spectrum; RRI variability; beat-to-beat assessment; beat-to-beat estimation; broadband variability; cardiac intervals; cardiac mechanical features; cardiac mechanical indexes; isovolumic contraction time; isovolumic relaxation time; left ventricular ejection time; pre-ejection period; seismocardiogram; sleep; textile-based wearable system; wearable seismocardiography; Electrocardiography; Estimation; Indexes; Rail to rail inputs; Sleep; Standards; Valves;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6945018