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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: baskaran l. PLoS One. 2020 Sep 30;15(9):e0239934. doi: 10.1371/journal.pone.0239934. eCollection 2020. PLoS One. 2020. PMID: 32997716 Free PMC article.
A Comparison of the Updated Diamond-Forrester, CAD Consortium, and CONFIRM History-Based Risk Scores for Predicting Obstructive Coronary Artery Disease in Patients With Stable Chest Pain: The SCOT-HEART Coronary CTA Cohort.
Baskaran L, Danad I, Gransar H, Ó Hartaigh B, Schulman-Marcus J, Lin FY, Peña JM, Hunter A, Newby DE, Adamson PD, Min JK. Baskaran L, et al. JACC Cardiovasc Imaging. 2019 Jul;12(7 Pt 2):1392-1400. doi: 10.1016/j.jcmg.2018.02.020. Epub 2018 Apr 18. JACC Cardiovasc Imaging. 2019. PMID: 29680338 Free 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. Among authors: baskaran l. 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.
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: baskaran l. 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.
Left ventricular outflow tract calcium and TAVR-The tip of the iceberg?
Choi JW, Al'Aref SJ, Baskaran L, Leipsic JA. Choi JW, et al. Among authors: baskaran l. J Cardiovasc Comput Tomogr. 2020 Jan-Feb;14(1):42-43. doi: 10.1016/j.jcct.2019.08.007. Epub 2019 Aug 19. J Cardiovasc Comput Tomogr. 2020. PMID: 31444099 No abstract available.
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.
Association of High-Density Calcified 1K Plaque With Risk of Acute Coronary Syndrome.
van Rosendael AR, Narula J, Lin FY, van den Hoogen IJ, Gianni U, Al Hussein Alawamlh O, Dunham PC, Peña JM, Lee SE, Andreini D, Cademartiri F, Chinnaiyan K, Chow BJW, Conte E, Cury RC, Feuchtner G, Hadamitzky M, Kim YJ, Leipsic J, Maffei E, Marques H, de Araújo Gonçalves P, Plank F, Pontone G, Raff GL, 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, Samady H, Stone PH, Virmani R, Budoff MJ, Berman DS, Chang HJ, Bax JJ, Min JK, Shaw LJ. van Rosendael AR, et al. Among authors: baskaran l. JAMA Cardiol. 2020 Mar 1;5(3):282-290. doi: 10.1001/jamacardio.2019.5315. JAMA Cardiol. 2020. PMID: 31968065 Free PMC article.
The Journal of Cardiovascular Computed Tomography year in review - 2019.
Choi JW, van Rosendael AR, Bax AM, van den Hoogen IJ, Gianni U, Baskaran L, Andreini D, De Cecco CN, Earls J, Ferencik M, Hecht H, Leipsic JA, Maurovich-Horvat P, Nicol E, Pontone G, Raman S, Schoenhagen P, Arbab-Zadeh A, Choi AD, Feuchtner G, Weir-McCall J, Chinnaiyan K, Whelton S, Min JK, Villines TC, Al'Aref SJ. Choi JW, et al. Among authors: baskaran l. J Cardiovasc Comput Tomogr. 2020 Mar-Apr;14(2):107-117. doi: 10.1016/j.jcct.2020.01.003. Epub 2020 Jan 15. J Cardiovasc Comput Tomogr. 2020. PMID: 31969256 Review.
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: baskaran l. 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.
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