TY - GEN
T1 - Rotor pivot point identification with intrinsic mode function complexity index using empirical mode decomposition
AU - Arunachalam, Shivaram P.
AU - Mulpuru, Siva K.
AU - Friedman, Paul A.
AU - Tolkacheva, Elena G.
PY - 2016/7/8
Y1 - 2016/7/8
N2 - Atrial Fibrillation (AF), a most common cardiac arrhythmia affects more than 2.3 million people in the US and associated with increased risk of stroke, heart failure and death. Cather ablation to treat paroxysmal AF patients is somewhat successful with challenges remaining to accurately identify the active sites for persistent AF patients which may occur outside the pulmonary vein (PV) region due to inadequate cardiac mapping systems. In this work, the authors propose an Empirical Mode Decomposition (EMD) approach using multi-scale entropy estimates of the intrinsic mode functions as a complexity measure to accurately identify pivot point of the rotor that were induced in ex-vivo isolated rabbit heart with Ventricular Tachycardia (VT). The new approach using EMD demonstrated successful identification of the rotor core region providing better contrast relative to the periphery region. Validation of the EMD approach using intra-atrial electrograms from paroxysmal and persistent AF patients with rotors is required to accurately identify the rotor pivot point to guide AF ablation.
AB - Atrial Fibrillation (AF), a most common cardiac arrhythmia affects more than 2.3 million people in the US and associated with increased risk of stroke, heart failure and death. Cather ablation to treat paroxysmal AF patients is somewhat successful with challenges remaining to accurately identify the active sites for persistent AF patients which may occur outside the pulmonary vein (PV) region due to inadequate cardiac mapping systems. In this work, the authors propose an Empirical Mode Decomposition (EMD) approach using multi-scale entropy estimates of the intrinsic mode functions as a complexity measure to accurately identify pivot point of the rotor that were induced in ex-vivo isolated rabbit heart with Ventricular Tachycardia (VT). The new approach using EMD demonstrated successful identification of the rotor core region providing better contrast relative to the periphery region. Validation of the EMD approach using intra-atrial electrograms from paroxysmal and persistent AF patients with rotors is required to accurately identify the rotor pivot point to guide AF ablation.
UR - http://www.scopus.com/inward/record.url?scp=84982107143&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84982107143&partnerID=8YFLogxK
U2 - 10.1109/EMBSISC.2016.7508597
DO - 10.1109/EMBSISC.2016.7508597
M3 - Conference contribution
AN - SCOPUS:84982107143
T3 - 2016 IEEE EMBS International Student Conference: Expanding the Boundaries of Biomedical Engineering and Healthcare, ISC 2016 - Proceedings
BT - 2016 IEEE EMBS International Student Conference
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 2016 IEEE EMBS International Student Conference, ISC 2016
Y2 - 29 May 2016 through 31 May 2016
ER -