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Page 1
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: kolli kk. 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 Free article.
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. Among authors: kolli kk. 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.
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: kolli kk. Eur Heart J. 2019 Jun 21;40(24):1975-1986. doi: 10.1093/eurheartj/ehy404. Eur Heart J. 2019. PMID: 30060039 Review.
Machine learning based risk prediction model for asymptomatic individuals who underwent coronary artery calcium score: Comparison with traditional risk prediction approaches.
Han D, Kolli KK, Gransar H, Lee JH, Choi SY, Chun EJ, Han HW, Park SH, Sung J, Jung HO, Min JK, Chang HJ. Han D, et al. Among authors: kolli kk. J Cardiovasc Comput Tomogr. 2020 Mar-Apr;14(2):168-176. doi: 10.1016/j.jcct.2019.09.005. Epub 2019 Sep 23. J Cardiovasc Comput Tomogr. 2020. PMID: 31570323
Machine Learning Framework to Identify Individuals at Risk of Rapid Progression of Coronary Atherosclerosis: From the PARADIGM Registry.
Han D, Kolli KK, Al'Aref SJ, Baskaran L, van Rosendael AR, Gransar H, Andreini D, 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, Virmani R, Samady H, Stone P, Narula J, Berman DS, Bax JJ, Shaw LJ, Lin FY, Min JK, Chang HJ. Han D, et al. Among authors: kolli kk. J Am Heart Assoc. 2020 Mar 3;9(5):e013958. doi: 10.1161/JAHA.119.013958. Epub 2020 Feb 22. J Am Heart Assoc. 2020. PMID: 32089046 Free PMC article.
Relationship Between Endothelial Wall Shear Stress and High-Risk Atherosclerotic Plaque Characteristics for Identification of Coronary Lesions That Cause Ischemia: A Direct Comparison With Fractional Flow Reserve.
Han D, Starikov A, Ó Hartaigh B, Gransar H, Kolli KK, Lee JH, Rizvi A, Baskaran L, Schulman-Marcus J, Lin FY, Min JK. Han D, et al. Among authors: kolli kk. J Am Heart Assoc. 2016 Dec 19;5(12):e004186. doi: 10.1161/JAHA.116.004186. J Am Heart Assoc. 2016. PMID: 27993831 Free PMC article. Clinical Trial.
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.
27 results