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Artificial Intelligence and Machine Learning in Arrhythmias and Cardiac Electrophysiology.
Circ Arrhythm Electrophysiol. 2020 Aug;13(8):e007952. doi: 10.1161/CIRCEP.119.007952. Epub 2020 Jul 6.
Circ Arrhythm Electrophysiol. 2020.
PMID: 32628863
Free PMC article.
Review.
Machine Learning-Derived Fractal Features of Shape and Texture of the Left Atrium and Pulmonary Veins From Cardiac Computed Tomography Scans Are Associated With Risk of Recurrence of Atrial Fibrillation Postablation.
Firouznia M, Feeny AK, LaBarbera MA, McHale M, Cantlay C, Kalfas N, Schoenhagen P, Saliba W, Tchou P, Barnard J, Chung MK, Madabhushi A.
Firouznia M, et al.
Circ Arrhythm Electrophysiol. 2021 Mar;14(3):e009265. doi: 10.1161/CIRCEP.120.009265. Epub 2021 Feb 12.
Circ Arrhythm Electrophysiol. 2021.
PMID: 33576688
Free PMC article.
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New Radiomic Markers of Pulmonary Vein Morphology Associated With Post-Ablation Recurrence of Atrial Fibrillation.
Labarbera MA, Atta-Fosu T, Feeny AK, Firouznia M, Mchale M, Cantlay C, Roach T, Axtell A, Schoenhagen P, Barnard J, Smith JD, Van Wagoner DR, Madabhushi A, Chung MK.
Labarbera MA, et al. Among authors: firouznia m.
IEEE J Transl Eng Health Med. 2021 Dec 9;10:1800209. doi: 10.1109/JTEHM.2021.3134160. eCollection 2022.
IEEE J Transl Eng Health Med. 2021.
PMID: 34976444
Free PMC article.
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FK-means: automatic atrial fibrosis segmentation using fractal-guided K-means clustering with Voronoi-clipping feature extraction of anatomical structures.
Firouznia M, Henningsson M, Carlhäll CJ.
Firouznia M, et al.
Interface Focus. 2023 Dec 15;13(6):20230033. doi: 10.1098/rsfs.2023.0033. eCollection 2023 Dec 6.
Interface Focus. 2023.
PMID: 38106915
Free PMC article.
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