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Page 1
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.
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.
Automatic segmentation of multiple cardiovascular structures from cardiac computed tomography angiography images using deep learning.
Baskaran L, Al'Aref SJ, Maliakal G, Lee BC, Xu Z, Choi JW, Lee SE, Sung JM, Lin FY, Dunham S, Mosadegh B, Kim YJ, Gottlieb I, Lee BK, Chun EJ, Cademartiri F, Maffei E, Marques H, Shin S, Choi JH, Chinnaiyan K, Hadamitzky M, Conte E, Andreini D, Pontone G, Budoff MJ, Leipsic JA, Raff GL, Virmani R, Samady H, Stone PH, Berman DS, Narula J, Bax JJ, Chang HJ, Min JK, Shaw LJ. Baskaran L, et al. PLoS One. 2020 May 6;15(5):e0232573. doi: 10.1371/journal.pone.0232573. eCollection 2020. PLoS One. 2020. PMID: 32374784 Free PMC article.
Machine learning insight into the role of imaging and clinical variables for the prediction of obstructive coronary artery disease and revascularization: An exploratory analysis of the CONSERVE study.
Baskaran L, Ying X, Xu Z, Al'Aref SJ, Lee BC, Lee SE, Danad I, Park HB, Bathina R, Baggiano A, Beltrama V, Cerci R, Choi EY, Choi JH, Choi SY, Cole J, Doh JH, Ha SJ, Her AY, Kepka C, Kim JY, Kim JW, Kim SW, Kim W, Lu Y, Kumar A, Heo R, Lee JH, Sung JM, Valeti U, Andreini D, Pontone G, Han D, Villines TC, Lin F, Chang HJ, Min JK, Shaw LJ. Baskaran L, et al. PLoS One. 2020 Jun 25;15(6):e0233791. doi: 10.1371/journal.pone.0233791. eCollection 2020. PLoS One. 2020. PMID: 32584909 Free PMC article. Clinical Trial.
63 results