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
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;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6610951