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Machine Learning in Arrhythmia and Electrophysiology.
Trayanova NA, Popescu DM, Shade JK. Trayanova NA, et al. Among authors: shade jk. Circ Res. 2021 Feb 19;128(4):544-566. doi: 10.1161/CIRCRESAHA.120.317872. Epub 2021 Feb 18. Circ Res. 2021. PMID: 33600229
Preprocedure Application of Machine Learning and Mechanistic Simulations Predicts Likelihood of Paroxysmal Atrial Fibrillation Recurrence Following Pulmonary Vein Isolation.
Shade JK, Ali RL, Basile D, Popescu D, Akhtar T, Marine JE, Spragg DD, Calkins H, Trayanova NA. Shade JK, et al. Circ Arrhythm Electrophysiol. 2020 Jul;13(7):e008213. doi: 10.1161/CIRCEP.119.008213. Epub 2020 Jun 14. Circ Arrhythm Electrophysiol. 2020. PMID: 32536204 Free PMC article.