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Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry.
van Rosendael AR, Maliakal G, Kolli KK, Beecy A, Al'Aref SJ, Dwivedi A, Singh G, Panday M, Kumar A, Ma X, 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, Pontone G, Raff GL, Rubinshtein R, Shaw LJ, Villines TC, Gransar H, Lu Y, Jones EC, Peña JM, Lin FY, Min JK. van Rosendael AR, et al. Among authors: ma x. J Cardiovasc Comput Tomogr. 2018 May-Jun;12(3):204-209. doi: 10.1016/j.jcct.2018.04.011. Epub 2018 Apr 30. J Cardiovasc Comput Tomogr. 2018. PMID: 29753765
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: ma x. Eur Heart J. 2020 Jan 14;41(3):359-367. doi: 10.1093/eurheartj/ehz565. Eur Heart J. 2020. PMID: 31513271 Free PMC article.
Percent atheroma volume: Optimal variable to report whole-heart atherosclerotic plaque burden with coronary CTA, the PARADIGM study.
van Rosendael AR, Lin FY, Ma X, van den Hoogen IJ, Gianni U, Al Hussein O, Al'Aref SJ, Peña JM, Andreini D, Al-Mallah MH, Budoff MJ, Cademartiri F, Chinnaiyan K, Choi JH, Conte E, Marques H, de Araújo Gonçalves P, Gottlieb I, Hadamitzky M, Leipsic JA, Maffei E, Pontone G, Raff GL, Shin S, Kim YJ, Lee BK, Chun EJ, Sung JM, Lee SE, Berman DS, Virmani R, Samady H, Stone PH, Narula J, Bax JJ, Shaw LJ, Min JK, Chang HJ. van Rosendael AR, et al. Among authors: ma x. J Cardiovasc Comput Tomogr. 2020 Sep-Oct;14(5):400-406. doi: 10.1016/j.jcct.2020.01.012. Epub 2020 Jan 30. J Cardiovasc Comput Tomogr. 2020. PMID: 32063545
Clinical risk factors and atherosclerotic plaque extent to define risk for major events in patients without obstructive coronary artery disease: the long-term coronary computed tomography angiography CONFIRM registry.
van Rosendael AR, Bax AM, Smit JM, van den Hoogen IJ, Ma X, Al'Aref S, Achenbach S, Al-Mallah MH, Andreini D, 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, de Araújo Gonçalves P, Pontone G, Raff GL, Rubinshtein R, Villines TC, Gransar H, Lu Y, Peña JM, Lin FY, Shaw LJ, Min JK, Bax JJ. van Rosendael AR, et al. Among authors: ma x. Eur Heart J Cardiovasc Imaging. 2020 May 1;21(5):479-488. doi: 10.1093/ehjci/jez322. Eur Heart J Cardiovasc Imaging. 2020. PMID: 32065624 Free PMC article.
Sex Differences in Outcomes After Coronary Artery Bypass Grafting.
Gupta S, Lui B, Ma X, Walline M, Ivascu NS, White RS. Gupta S, et al. Among authors: ma x. J Cardiothorac Vasc Anesth. 2020 Dec;34(12):3259-3266. doi: 10.1053/j.jvca.2020.04.030. Epub 2020 May 14. J Cardiothorac Vasc Anesth. 2020. PMID: 32507458
Comparative differences in the atherosclerotic disease burden between the epicardial coronary arteries: quantitative plaque analysis on coronary computed tomography angiography.
Bax AM, van Rosendael AR, Ma X, van den Hoogen IJ, Gianni U, Tantawy SW, Hollenberg EJ, Andreini D, Al-Mallah MH, Budoff MJ, Cademartiri F, Chinnaiyan K, Choi JH, Conte E, Marques H, de Araújo Gonçalves P, Gottlieb I, Hadamitzky M, Leipsic JA, Maffei E, Pontone G, Shin S, Kim YJ, Lee BK, Chun EJ, Sung JM, Lee SE, Virmani R, Samady H, Stone PH, Berman DS, Min JK, Narula J, Lin FY, Chang HJ, Shaw LJ; PARADIGM Investigators. Bax AM, et al. Among authors: ma x. Eur Heart J Cardiovasc Imaging. 2021 Feb 22;22(3):322-330. doi: 10.1093/ehjci/jeaa275. Eur Heart J Cardiovasc Imaging. 2021. PMID: 33215192
Progression of whole-heart Atherosclerosis by coronary CT and major adverse cardiovascular events.
van Rosendael AR, Lin FY, van den Hoogen IJ, Ma X, Gianni U, Al Hussein Alawamlh O, Al'Aref SJ, Peña JM, Andreini D, Budoff MJ, Cademartiri F, Chinnaiyan K, Choi JH, Conte E, Marques H, de Araújo Gonçalves P, Gottlieb I, Hadamitzky M, Leipsic J, Maffei E, Pontone G, Raff GL, Shin S, Kim YJ, Lee BK, Chun EJ, Sung JM, Lee SE, Han D, Berman DS, Virmani R, Samady H, Stone P, Narula J, Bax JJ, Shaw LJ, Min JK, Chang HJ. van Rosendael AR, et al. Among authors: ma x. J Cardiovasc Comput Tomogr. 2021 Jul-Aug;15(4):322-330. doi: 10.1016/j.jcct.2020.12.007. Epub 2021 Jan 1. J Cardiovasc Comput Tomogr. 2021. PMID: 33451974
Association of Statin Treatment With Progression of Coronary Atherosclerotic Plaque Composition.
van Rosendael AR, van den Hoogen IJ, Gianni U, Ma X, Tantawy SW, Bax AM, Lu Y, Andreini D, Al-Mallah MH, Budoff MJ, Cademartiri F, Chinnaiyan K, Choi JH, Conte E, Marques H, de Araújo Gonçalves P, Gottlieb I, Hadamitzky M, Leipsic JA, Maffei E, Pontone G, Shin S, Kim YJ, Lee BK, Chun EJ, Sung JM, Lee SE, Virmani R, Samady H, Sato Y, Stone PH, Berman DS, Narula J, Blankstein R, Min JK, Lin FY, Shaw LJ, Bax JJ, Chang HJ. van Rosendael AR, et al. Among authors: ma x. JAMA Cardiol. 2021 Nov 1;6(11):1257-1266. doi: 10.1001/jamacardio.2021.3055. JAMA Cardiol. 2021. PMID: 34406326 Free PMC article.
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