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Oesterlein T, Kramlich A, Lenis G, Luik A, Schmitt C, Dössel O. Automatic detection and mapping of double potentials in intracardiac electrograms. CURRENT DIRECTIONS IN BIOMEDICAL ENGINEERING 2016. [DOI: 10.1515/cdbme-2016-0041] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
Abstract
Catheter ablation has become a very efficient strategy to terminate sustained cardiac arrhythmias like atrial flutter (AFlut). Identification of the optimal ablation spot, however, often proves difficult when scar from previous ablations is present. Although the application of electro-anatomical mapping systems allows to record thousands of intracardiac electrograms (EGMs) from each atrium, state-of-the-art techniques provide limited options for automatic signal processing. Goal of the presented research was the development of an algorithm to detect EGMs that present double potentials (DPs), as these often indicate functional or anatomical lines of block for cardiac excitation. Using an annotated database, we developed several features based on the morphological descriptors of DPs. These were used to train a binary decision tree which was able to detect DPs with a correct rate of over 90%.
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Affiliation(s)
- Tobias Oesterlein
- Institute of Biomedical Engineering (IBT), Karlsruhe Institute of Technology, Germany
| | - Alexander Kramlich
- Institute of Biomedical Engineering (IBT), Karlsruhe Institute of Technology, Germany
| | - Gustavo Lenis
- Institute of Biomedical Engineering (IBT), Karlsruhe Institute of Technology, Germany
| | - Armin Luik
- Städtisches Klinikum Karlsruhe, Karlsruhe, Germany
| | | | - Olaf Dössel
- Institute of Biomedical Engineering (IBT), Karlsruhe Institute of Technology, Germany
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TAKAMI MITSURU, YOSHIDA AKIHIRO, FUKUZAWA KOJI, TAKEI ASUMI, KANDA GAKU, TAKAMI KAORU, KUMAGAI HIROYUKI, TANAKA SATOKO, ITOH MITSUAKI, IMAMURA KIMITAKE, FUJIWARA RYUDO, SUZUKI ATSUSHI, HIRATA KENICHI. Rate-Dependent and Site-Specific Conduction Block at the Posterior Right Atrium and Drug Effects Evaluated Using a Noncontact Mapping System in Patients with Typical Atrial Flutter. J Cardiovasc Electrophysiol 2012; 23:827-34. [DOI: 10.1111/j.1540-8167.2012.02313.x] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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