DocumentCode
636863
Title
Complexity of the heart rhythm after heart transplantation by entropy of transition network for RR-increments of RR time intervals between heartbeats
Author
Makowiec, Danuta ; Struzik, Zbigniew ; Graff, Beata ; Wdowczyk-Szulc, Joanna ; Zarczynska-Buchnowiecka, Marta ; Gruchala, Marcin ; Rynkiewicz, Andrzej
Author_Institution
Gdansk Univ., Gdansk, Poland
fYear
2013
fDate
3-7 July 2013
Firstpage
6127
Lastpage
6130
Abstract
Network models have been used to capture, represent and analyse characteristics of living organisms and general properties of complex systems. The use of network representations in the characterization of time series complexity is a relatively new but quickly developing branch of time series analysis. In particular, beat-to-beat heart rate variability can be mapped out in a network of RR-increments, which is a directed and weighted graph with vertices representing RR-increments and the edges of which correspond to subsequent increments. We evaluate entropy measures selected from these network representations in records of healthy subjects and heart transplant patients, and provide an interpretation of the results.
Keywords
bioelectric potentials; electrocardiography; entropy; medical signal processing; surgery; RR time interval; RR-increment network; beat-to-beat heart rate variability; complex system; directed graph; entropy measure; heart rhythm complexity; heart transplant patient; time series complexity characterization; transition network model; transition network representation; weighted graph; Complexity theory; Entropy; Heart beat; Heart rate variability; Time series analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location
Osaka
ISSN
1557-170X
Type
conf
DOI
10.1109/EMBC.2013.6610951
Filename
6610951
Link To Document