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Artificial Intelligence and Machine Learning in Arrhythmias and Cardiac Electrophysiology.
Feeny AK, Chung MK, Madabhushi A, Attia ZI, Cikes M, Firouznia M, Friedman PA, Kalscheur MM, Kapa S, Narayan SM, Noseworthy PA, Passman RS, Perez MV, Peters NS, Piccini JP, Tarakji KG, Thomas SA, Trayanova NA, Turakhia MP, Wang PJ. Feeny AK, et al. Among authors: madabhushi a. 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.
Applications of machine learning in drug discovery and development.
Vamathevan J, Clark D, Czodrowski P, Dunham I, Ferran E, Lee G, Li B, Madabhushi A, Shah P, Spitzer M, Zhao S. Vamathevan J, et al. Among authors: madabhushi a. Nat Rev Drug Discov. 2019 Jun;18(6):463-477. doi: 10.1038/s41573-019-0024-5. Nat Rev Drug Discov. 2019. PMID: 30976107 Free PMC article. Review.
Machine Learning Prediction of Response to Cardiac Resynchronization Therapy: Improvement Versus Current Guidelines.
Feeny AK, Rickard J, Patel D, Toro S, Trulock KM, Park CJ, LaBarbera MA, Varma N, Niebauer MJ, Sinha S, Gorodeski EZ, Grimm RA, Ji X, Barnard J, Madabhushi A, Spragg DD, Chung MK. Feeny AK, et al. Among authors: madabhushi a. 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 of 12-Lead QRS Waveforms to Identify Cardiac Resynchronization Therapy Patients With Differential Outcomes.
Feeny AK, Rickard J, Trulock KM, Patel D, Toro S, Moennich LA, Varma N, Niebauer MJ, Gorodeski EZ, Grimm RA, Barnard J, Madabhushi A, Chung MK. Feeny AK, et al. Among authors: madabhushi a. Circ Arrhythm Electrophysiol. 2020 Jul;13(7):e008210. doi: 10.1161/CIRCEP.119.008210. Epub 2020 Jun 14. Circ Arrhythm Electrophysiol. 2020. PMID: 32538136 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: madabhushi a. 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.
Harnessing non-destructive 3D pathology.
Liu JTC, Glaser AK, Bera K, True LD, Reder NP, Eliceiri KW, Madabhushi A. Liu JTC, et al. Among authors: madabhushi a. Nat Biomed Eng. 2021 Mar;5(3):203-218. doi: 10.1038/s41551-020-00681-x. Epub 2021 Feb 15. Nat Biomed Eng. 2021. PMID: 33589781 Free PMC article. Review.
369 results