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Page 1
Deep learning for cardiovascular medicine: a practical primer.
Krittanawong C, Johnson KW, Rosenson RS, Wang Z, Aydar M, Baber U, Min JK, Tang WHW, Halperin JL, Narayan SM. Krittanawong C, et al. Among authors: min jk. Eur Heart J. 2019 Jul 1;40(25):2058-2073. doi: 10.1093/eurheartj/ehz056. Eur Heart J. 2019. PMID: 30815669 Free PMC article. Review.
Machine learning for prediction of all-cause mortality in patients with suspected coronary artery disease: a 5-year multicentre prospective registry analysis.
Motwani M, Dey D, Berman DS, Germano G, Achenbach S, Al-Mallah MH, Andreini D, Budoff MJ, Cademartiri F, Callister TQ, Chang HJ, Chinnaiyan K, Chow BJ, Cury RC, Delago A, Gomez M, Gransar H, Hadamitzky M, Hausleiter J, Hindoyan N, Feuchtner G, Kaufmann PA, Kim YJ, Leipsic J, Lin FY, Maffei E, Marques H, Pontone G, Raff G, Rubinshtein R, Shaw LJ, Stehli J, Villines TC, Dunning A, Min JK, Slomka PJ. Motwani M, et al. Among authors: min jk. Eur Heart J. 2017 Feb 14;38(7):500-507. doi: 10.1093/eurheartj/ehw188. Eur Heart J. 2017. PMID: 27252451 Free PMC article.
Clinical applications of machine learning in cardiovascular disease and its relevance to cardiac imaging.
Al'Aref SJ, Anchouche K, Singh G, Slomka PJ, Kolli KK, Kumar A, Pandey M, Maliakal G, van Rosendael AR, Beecy AN, Berman DS, Leipsic J, Nieman K, Andreini D, Pontone G, Schoepf UJ, Shaw LJ, Chang HJ, Narula J, Bax JJ, Guan Y, Min JK. Al'Aref SJ, et al. Among authors: min jk. Eur Heart J. 2019 Jun 21;40(24):1975-1986. doi: 10.1093/eurheartj/ehy404. Eur Heart J. 2019. PMID: 30060039 Review.
Pathology of Peripheral Artery Disease in Patients With Critical Limb Ischemia.
Narula N, Dannenberg AJ, Olin JW, Bhatt DL, Johnson KW, Nadkarni G, Min J, Torii S, Poojary P, Anand SS, Bax JJ, Yusuf S, Virmani R, Narula J. Narula N, et al. J Am Coll Cardiol. 2018 Oct 30;72(18):2152-2163. doi: 10.1016/j.jacc.2018.08.002. Epub 2018 Aug 27. J Am Coll Cardiol. 2018. PMID: 30166084 Free article.
Machine learning of clinical variables and coronary artery calcium scoring for the prediction of obstructive coronary artery disease on coronary computed tomography angiography: analysis from the CONFIRM registry.
Al'Aref SJ, Maliakal G, Singh G, van Rosendael AR, Ma X, Xu Z, Alawamlh OAH, Lee B, Pandey M, Achenbach S, Al-Mallah MH, Andreini D, Bax JJ, Berman DS, Budoff MJ, Cademartiri F, Callister TQ, Chang HJ, Chinnaiyan K, Chow BJW, Cury RC, DeLago A, Feuchtner G, Hadamitzky M, Hausleiter J, Kaufmann PA, Kim YJ, Leipsic JA, Maffei E, Marques H, Gonçalves PA, Pontone G, Raff GL, Rubinshtein R, Villines TC, Gransar H, Lu Y, Jones EC, Peña JM, Lin FY, Min JK, Shaw LJ. Al'Aref SJ, et al. Among authors: min jk. Eur Heart J. 2020 Jan 14;41(3):359-367. doi: 10.1093/eurheartj/ehz565. Eur Heart J. 2020. PMID: 31513271 Free PMC article.
Proposed Requirements for Cardiovascular Imaging-Related Machine Learning Evaluation (PRIME): A Checklist: Reviewed by the American College of Cardiology Healthcare Innovation Council.
Sengupta PP, Shrestha S, Berthon B, Messas E, Donal E, Tison GH, Min JK, D'hooge J, Voigt JU, Dudley J, Verjans JW, Shameer K, Johnson K, Lovstakken L, Tabassian M, Piccirilli M, Pernot M, Yanamala N, Duchateau N, Kagiyama N, Bernard O, Slomka P, Deo R, Arnaout R. Sengupta PP, et al. Among authors: min jk. JACC Cardiovasc Imaging. 2020 Sep;13(9):2017-2035. doi: 10.1016/j.jcmg.2020.07.015. JACC Cardiovasc Imaging. 2020. PMID: 32912474 Free PMC article. Review.
Incremental prognostic significance of left ventricular dysfunction to coronary artery disease detection by 64-detector row coronary computed tomographic angiography for the prediction of all-cause mortality: results from a two-centre study of 5330 patients.
Min JK, Lin FY, Dunning AM, Delago A, Egan J, Shaw LJ, Berman DS, Callister TQ. Min JK, et al. Eur Heart J. 2010 May;31(10):1212-9. doi: 10.1093/eurheartj/ehq020. Epub 2010 Mar 2. Eur Heart J. 2010. PMID: 20197423
All-cause mortality benefit of coronary revascularization vs. medical therapy in patients without known coronary artery disease undergoing coronary computed tomographic angiography: results from CONFIRM (COronary CT Angiography EvaluatioN For Clinical Outcomes: An InteRnational Multicenter Registry).
Min JK, Berman DS, Dunning A, Achenbach S, Al-Mallah M, Budoff MJ, Cademartiri F, Callister TQ, Chang HJ, Cheng V, Chinnaiyan K, Chow BJ, Cury R, Delago A, Feuchtner G, Hadamitzky M, Hausleiter J, Kaufmann P, Karlsberg RP, Kim YJ, Leipsic J, Lin FY, Maffei E, Plank F, Raff G, Villines T, Labounty TM, Shaw LJ. Min JK, et al. Eur Heart J. 2012 Dec;33(24):3088-97. doi: 10.1093/eurheartj/ehs315. Epub 2012 Oct 9. Eur Heart J. 2012. PMID: 23048194 Free PMC article.
858 results