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Machine Learning Prediction of Response to Cardiac Resynchronization Therapy: Improvement Versus Current Guidelines.
Circ Arrhythm Electrophysiol. 2019 Jul;12(7):e007316. doi: 10.1161/CIRCEP.119.007316. Epub 2019 Jun 20.
Circ Arrhythm Electrophysiol. 2019.
PMID: 31216884
Free PMC article.
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. Among authors: labarbera ma.
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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A new machine learning approach for predicting likelihood of recurrence following ablation for atrial fibrillation from CT.
Atta-Fosu T, LaBarbera M, Ghose S, Schoenhagen P, Saliba W, Tchou PJ, Lindsay BD, Desai MY, Kwon D, Chung MK, Madabhushi A.
Atta-Fosu T, et al.
BMC Med Imaging. 2021 Mar 9;21(1):45. doi: 10.1186/s12880-021-00578-4.
BMC Med Imaging. 2021.
PMID: 33750343
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.
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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In vitro evaluation and in vivo demonstration of a biomimetic, hemocompatible, microfluidic artificial lung.
Kovach KM, LaBarbera MA, Moyer MC, Cmolik BL, van Lunteren E, Sen Gupta A, Capadona JR, Potkay JA.
Kovach KM, et al. Among authors: labarbera ma.
Lab Chip. 2015 Mar 7;15(5):1366-75. doi: 10.1039/c4lc01284d.
Lab Chip. 2015.
PMID: 25591918
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