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Identification and Quantification of Cardiovascular Structures From CCTA: An End-to-End, Rapid, Pixel-Wise, Deep-Learning Method.
Baskaran L, Maliakal G, Al'Aref SJ, Singh G, Xu Z, Michalak K, Dolan K, Gianni U, van Rosendael A, van den Hoogen I, Han D, Stuijfzand W, Pandey M, Lee BC, Lin F, Pontone G, Knaapen P, Marques H, Bax J, Berman D, Chang HJ, Shaw LJ, Min JK. Baskaran L, et al. JACC Cardiovasc Imaging. 2020 May;13(5):1163-1171. doi: 10.1016/j.jcmg.2019.08.025. Epub 2019 Oct 11. JACC Cardiovasc Imaging. 2020. PMID: 31607673 Free article.
Prognostic value of coronary computed tomographic angiography findings in asymptomatic individuals: a 6-year follow-up from the prospective multicentre international CONFIRM study.
Cho I, Al'Aref SJ, Berger A, Ó Hartaigh B, Gransar H, Valenti V, Lin FY, Achenbach S, Berman DS, Budoff MJ, Callister TQ, Al-Mallah MH, Cademartiri F, Chinnaiyan K, Chow BJW, DeLago A, Villines TC, Hadamitzky M, Hausleiter J, Leipsic J, Shaw LJ, Kaufmann PA, Feuchtner G, Kim YJ, Maffei E, Raff G, Pontone G, Andreini D, Marques H, Rubinshtein R, Chang HJ, Min JK. Cho I, et al. Eur Heart J. 2018 Mar 14;39(11):934-941. doi: 10.1093/eurheartj/ehx774. Eur Heart J. 2018. PMID: 29365193 Free PMC article.
Imaging to Assess Ischemic Heart Disease in Women.
Sivanesan K, Al'Aref SJ, Min JK, Peña JM, Lin F, Jones EC. Sivanesan K, et al. Curr Atheroscler Rep. 2018 Mar 2;20(3):16. doi: 10.1007/s11883-018-0714-1. Curr Atheroscler Rep. 2018. PMID: 29497846 Review.
Artificial intelligence in clinical imaging: An introduction.
Starikov A, Al'Aref SJ, Singh G, Min JK. Starikov A, et al. Clin Imaging. 2018 May-Jun;49:vii-ix. doi: 10.1016/j.clinimag.2018.04.001. Epub 2018 Apr 4. Clin Imaging. 2018. PMID: 29653876 No abstract available.
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.
A Novel Deep Learning Approach for Automated Diagnosis of Acute Ischemic Infarction on Computed Tomography.
Beecy AN, Chang Q, Anchouche K, Baskaran L, Elmore K, Kolli K, Wang H, Al'Aref S, Peña JM, Knight-Greenfield A, Patel P, Sun P, Zhang T, Kamel H, Gupta A, Min JK. Beecy AN, et al. JACC Cardiovasc Imaging. 2018 Nov;11(11):1723-1725. doi: 10.1016/j.jcmg.2018.03.012. Epub 2018 May 16. JACC Cardiovasc Imaging. 2018. PMID: 29778866 Free article. No abstract available.
101 results