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6 results on '"Milpied, Paola"'

2. LB-469805-01 TAILORED CARDIAC ABLATION PROCEDURE FOR PERSISTENT ATRIAL FIBRILLATION GUIDED BY ARTIFICIAL INTELLIGENCE: THE TAILORED-AF RANDOMIZED CLINICAL TRIAL.

Author

Deisenhofer, Isabel, Albenque, Jean-Paul, Busch, Sonia, Gitenay, Edouard, Mountantonakis, Stavros, Roux, Antoine, Horvilleur, Jerome, Bakouboula, Babé, Oza, Saumil R., Abbey, Selim, Théodore, Guillaume, Lepillier, Antoine, Guyomar, Yves, Bessiere, Francis, Milpied, Paola, Appetiti, Anthony, Guerrero, Daniel, De Potter, Tom, de Chillou, Christian, and Goldbarg, Seth H.

Published
2024
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6. Arrhythmia Discrimination in Implantable Cardioverter Defibrillators Using Support Vector Machines Applied to a New Representation of Electrograms.

Author

Milpied, Paola, Dubois, Rémi, Roussel, Pierre, Henry, Christine, and Dreyfus, Gérard

Subjects
*ARRHYTHMIA, *HEART diseases, *IMPLANTABLE cardioverter-defibrillators, *IMPLANTED cardiovascular instruments, *SUPPORT vector machines, *SUPERVISED learning, *TACHYCARDIA, *MATHEMATICAL models
Abstract

Arrhythmia classification remains a major challenge for appropriate therapy delivery in implantable cardioverter defibrillators (ICDs). The purpose of this paper is to present a new algorithm for arrhythmia discrimination based on a statistical classification by support vector machines of a novel 2-D representation of electrograms (EGMs) named spatial projection of tachycardia (SPOT) EGMs. SPOT-based discrimination algorithm provided sensitivity and specificity of 98.8% and 91.3%, respectively, on a test database. A simplified version of the algorithm is also presented, which can be directly implemented in the ICD. [ABSTRACT FROM AUTHOR]

Published
2011
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