Precision Medicine for Aortic Stenosis: The Future of Cardiology Today.

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Alaa Mabrouk Salem Omar, Sukrit Narula, Mohamed Ahmed Abdel Rahman, Gianni Pedrizzetti, Hala Raslan, Osama Rifaie, Jagat Narula, Partho P. Sengupta, Precision Phenotyping in Heart Failure and Pattern Clustering of Ultrasound Data for the Assessment of Diastolic Dysfunction JACC: Cardiovascular Imaging. ,vol. 10, pp. 1291- 1303 ,(2017) , 10.1016/J.JCMG.2016.10.012

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Kipp W. Johnson, Khader Shameer, Benjamin S. Glicksberg, Ben Readhead, Partho P. Sengupta, Johan L.M. Björkegren, Jason C. Kovacic, Joel T. Dudley, Enabling Precision Cardiology Through Multiscale Biology and Systems Medicine JACC: Basic to Translational Science. ,vol. 2, pp. 311- 327 ,(2017) , 10.1016/J.JACBTS.2016.11.010

Alaa Mabrouk Salem Omar, Khader Shameer, Sukrit Narula, Mohamed Ahmed Abdel Rahman, Osama Rifaie, Jagat Narula, Joel T Dudley, Partho P Sengupta, None, Artificial Intelligence-Based Assessment of Left Ventricular Filling Pressures From 2-Dimensional Cardiac Ultrasound Images JACC: Cardiovascular Imaging. ,vol. 11, pp. 509- 510 ,(2018) , 10.1016/J.JCMG.2017.05.003

Charles M. Wojnarski, Eric E. Roselli, Jay J. Idrees, Yuanjia Zhu, Theresa A. Carnes, Ashley M. Lowry, Patrick H. Collier, Brian Griffin, John Ehrlinger, Eugene H. Blackstone, Lars G. Svensson, Bruce W. Lytle, Machine-learning phenotypic classification of bicuspid aortopathy The Journal of Thoracic and Cardiovascular Surgery. ,vol. 155, pp. 461- 469.e4 ,(2018) , 10.1016/J.JTCVS.2017.08.123

Julian Betancur, Yuka Otaki, Manish Motwani, Mathews B. Fish, Mark Lemley, Damini Dey, Heidi Gransar, Balaji Tamarappoo, Guido Germano, Tali Sharir, Daniel S. Berman, Piotr J. Slomka, Prognostic Value of Combined Clinical and Myocardial Perfusion Imaging Data Using Machine Learning Jacc-cardiovascular Imaging. ,vol. 11, pp. 1000- 1009 ,(2017) , 10.1016/J.JCMG.2017.07.024