TY - JOUR
T1 - Monitoring Cardiac Stress Using Features Extracted From S1 Heart Sounds
AU - Herzig, Jonathan
AU - Bickel, Amitai
AU - Eitan, Arie
AU - Intrator, Nathan
N1 - Publisher Copyright:
© 1964-2012 IEEE.
PY - 2015/4/1
Y1 - 2015/4/1
N2 - It is known that acoustic heart sounds carry significant information about the mechanical activity of the heart. In this paper, we present a novel type of cardiac monitoring based on heart sound analysis. Specifically, we study two morphological features and their associations with physiological changes from the baseline state. The framework is demonstrated on recordings during laparoscopic surgeries of 15 patients. Insufflation, which is performed during laparoscopic surgery, provides a controlled, externally induced cardiac stress, enabling an analysis of each patient with respect to their own baseline. We demonstrate that the proposed features change during cardiac stress, and the change is more significant for patients with cardiac problems. Furthermore, we show that other well-known ECG morphology features are less sensitive in this specific cardiac stress experiment.
AB - It is known that acoustic heart sounds carry significant information about the mechanical activity of the heart. In this paper, we present a novel type of cardiac monitoring based on heart sound analysis. Specifically, we study two morphological features and their associations with physiological changes from the baseline state. The framework is demonstrated on recordings during laparoscopic surgeries of 15 patients. Insufflation, which is performed during laparoscopic surgery, provides a controlled, externally induced cardiac stress, enabling an analysis of each patient with respect to their own baseline. We demonstrate that the proposed features change during cardiac stress, and the change is more significant for patients with cardiac problems. Furthermore, we show that other well-known ECG morphology features are less sensitive in this specific cardiac stress experiment.
KW - Biomedical signal processing
KW - Cardiology
KW - Laparoscopy
KW - Morphological features
KW - Phonocardiography
UR - http://www.scopus.com/inward/record.url?scp=84925865381&partnerID=8YFLogxK
U2 - 10.1109/TBME.2014.2377695
DO - 10.1109/TBME.2014.2377695
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C2 - 25494499
AN - SCOPUS:84925865381
SN - 0018-9294
VL - 62
SP - 1169
EP - 1178
JO - IEEE Transactions on Biomedical Engineering
JF - IEEE Transactions on Biomedical Engineering
IS - 4
M1 - 6975053
ER -