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Page 1
Comparing a novel machine learning method to the Friedewald formula and Martin-Hopkins equation for low-density lipoprotein estimation.
Singh G, Hussain Y, Xu Z, Sholle E, Michalak K, Dolan K, Lee BC, van Rosendael AR, Fatima Z, Peña JM, Wilson PWF, Gotto AM Jr, Shaw LJ, Baskaran L, Al'Aref SJ. Singh G, et al. Among authors: van rosendael ar. PLoS One. 2020 Sep 30;15(9):e0239934. doi: 10.1371/journal.pone.0239934. eCollection 2020. PLoS One. 2020. PMID: 32997716 Free PMC article.
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. 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 in cardiac CT: Basic concepts and contemporary data.
Singh G, Al'Aref SJ, Van Assen M, Kim TS, van Rosendael A, Kolli KK, Dwivedi A, Maliakal G, Pandey M, Wang J, Do V, Gummalla M, De Cecco CN, Min JK. Singh G, et al. J Cardiovasc Comput Tomogr. 2018 May-Jun;12(3):192-201. doi: 10.1016/j.jcct.2018.04.010. Epub 2018 Apr 30. J Cardiovasc Comput Tomogr. 2018. PMID: 29754806 Review.
Coronary Atherosclerotic Precursors of Acute Coronary Syndromes.
Chang HJ, Lin FY, Lee SE, Andreini D, Bax J, Cademartiri F, Chinnaiyan K, Chow BJW, Conte E, Cury RC, Feuchtner G, Hadamitzky M, Kim YJ, Leipsic J, Maffei E, Marques H, Plank F, Pontone G, Raff GL, van Rosendael AR, Villines TC, Weirich HG, Al'Aref SJ, Baskaran L, Cho I, Danad I, Han D, Heo R, Lee JH, Rivzi A, Stuijfzand WJ, Gransar H, Lu Y, Sung JM, Park HB, Berman DS, Budoff MJ, Samady H, Shaw LJ, Stone PH, Virmani R, Narula J, Min JK. Chang HJ, et al. Among authors: van rosendael ar. J Am Coll Cardiol. 2018 Jun 5;71(22):2511-2522. doi: 10.1016/j.jacc.2018.02.079. J Am Coll Cardiol. 2018. PMID: 29852975 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: van rosendael ar. Eur Heart J. 2019 Jun 21;40(24):1975-1986. doi: 10.1093/eurheartj/ehy404. Eur Heart J. 2019. PMID: 30060039 Review.
Superior Risk Stratification With Coronary Computed Tomography Angiography Using a Comprehensive Atherosclerotic Risk Score.
van Rosendael AR, Shaw LJ, Xie JX, Dimitriu-Leen AC, Smit JM, Scholte AJ, van Werkhoven JM, Callister TQ, DeLago A, Berman DS, Hadamitzky M, Hausleiter J, Al-Mallah MH, Budoff MJ, Kaufmann PA, Raff G, Chinnaiyan K, Cademartiri F, Maffei E, Villines TC, Kim YJ, Feuchtner G, Lin FY, Jones EC, Pontone G, Andreini D, Marques H, Rubinshtein R, Achenbach S, Dunning A, Gomez M, Hindoyan N, Gransar H, Leipsic J, Narula J, Min JK, Bax JJ. van Rosendael AR, et al. Among authors: van werkhoven jm. JACC Cardiovasc Imaging. 2019 Oct;12(10):1987-1997. doi: 10.1016/j.jcmg.2018.10.024. Epub 2019 Jan 16. JACC Cardiovasc Imaging. 2019. PMID: 30660516 Free PMC article.
Quantitative Evaluation of High-Risk Coronary Plaque by Coronary CTA and Subsequent Acute Coronary Events.
van Rosendael AR, Al'Aref SJ, Dwivedi A, Kim TS, Peña JM, Dunham PC, Kim YJ, Chinnaiyan K, Feuchtner G, Plank F, Berman DS, Shaw LJ, Chang HJ, Lin FY, Bax JJ, Narula J, Min JK. van Rosendael AR, et al. JACC Cardiovasc Imaging. 2019 Aug;12(8 Pt 1):1568-1571. doi: 10.1016/j.jcmg.2018.11.011. Epub 2019 Jan 16. JACC Cardiovasc Imaging. 2019. PMID: 30660535 Free PMC article. No abstract available.
A cross-sectional survey of coronary plaque composition in individuals on non-statin lipid lowering drug therapies and undergoing coronary computed tomography angiography.
Al'Aref SJ, Su A, Gransar H, van Rosendael AR, Rizvi A, Berman DS, Callister TQ, DeLago A, Hadamitzky M, Hausleiter J, Al-Mallah MH, Budoff MJ, Kaufmann PA, Raff GL, Chinnaiyan K, Cademartiri F, Maffei E, Villines TC, Kim YJ, Leipsic J, Feuchtner G, Pontone G, Andreini D, Marques H, de Araújo Gonçalves P, Rubinshtein R, Achenbach S, Chang HJ, Chow BJW, Cury R, Lu Y, Bax JJ, Jones EC, Peña JM, Shaw LJ, Min JK, Lin FY. Al'Aref SJ, et al. Among authors: van rosendael ar. J Cardiovasc Comput Tomogr. 2019 Mar-Apr;13(2):99-104. doi: 10.1016/j.jcct.2019.01.015. Epub 2019 Jan 29. J Cardiovasc Comput Tomogr. 2019. PMID: 30745132
98 results