Deep learning for cardiovascular medicine: a practical primer von Krittanawong, Chayakrit, Johnson, Kipp W, Rosenson, Robert S, Wang, Zhen, Aydar, Mehmet, Baber, Usman, Min, James K, Tang, W H Wilson, Halperin, Jonathan L, Narayan, Sanjiv M

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Deep Neural Networks Can Predict New-Onset Atrial Fibrillation From the 12-Lead ECG and Help Identify Those at Risk of Atrial Fibrillation–Related Stroke von Raghunath, Sushravya, Pfeifer, John M., Ulloa-Cerna, Alvaro E., Nemani, Arun, Carbonati, Tanner, Jing, Linyuan, vanMaanen, David P., Hartzel, Dustin N., Ruhl, Jeffery A., Lagerman, Braxton F., Rocha, Daniel B., Stoudt, Nathan J., Schneider, Gargi, Johnson, Kipp W., Zimmerman, Noah, Leader, Joseph B., Kirchner, H. Lester, Griessenauer, Christoph J., Hafez, Ashraf, Good, Christopher W., Fornwalt, Brandon K., Haggerty, Christopher M.

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Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network von Raghunath, Sushravya, Ulloa Cerna, Alvaro E., Jing, Linyuan, vanMaanen, David P., Stough, Joshua, Hartzel, Dustin N., Leader, Joseph B., Kirchner, H. Lester, Stumpe, Martin C., Hafez, Ashraf, Nemani, Arun, Carbonati, Tanner, Johnson, Kipp W., Young, Katelyn, Good, Christopher W., Pfeifer, John M., Patel, Aalpen A., Delisle, Brian P., Alsaid, Amro, Beer, Dominik, Haggerty, Christopher M., Fornwalt, Brandon K.

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Molecular Imaging of Apoptosis in Atherosclerosis by Targeting Cell Membrane Phospholipid Asymmetry von Chaudhry, Farhan, Kawai, Hideki, Johnson, Kipp W., Narula, Navneet, Shekhar, Aditya, Chaudhry, Fayzan, Nakahara, Takehiro, Tanimoto, Takashi, Kim, Dongbin, Adapoe, Matthew K.M.Y., Blankenberg, Francis G., Mattis, Jeffrey A., Pak, Koon Y., Levy, Phillip D., Ozaki, Yukio, Arbustini, Eloisa, Strauss, H. William, Petrov, Artiom, Fuster, Valentin, Narula, Jagat

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Intracoronary Imaging, Cholesterol Efflux, and Transcriptomes after Intensive Statin Treatment: The YELLOW II study von Kini, Annapoorna S., MD, Vengrenyuk, Yuliya, PhD, Shameer, Khader, PhD, Maehara, Akiko, MD, Purushothaman, Meerarani, PhD, Yoshimura, Takahiro, MD, Matsumura, Mitsuaki, BS, Aquino, Melissa, MS, Haider, Nezam, PhD, Johnson, Kipp W., BS, Readhead, Ben, MBBS, Kidd, Brian A., PhD, Feig, Jonathan E., MD, PhD, Krishnan, Prakash, MD, Sweeny, Joseph, MD, Mahajan, Milind, PhD, Moreno, Pedro, MD, Mehran, Roxana, MD, Kovacic, Jason C., MD, PhD, Baber, Usman, MD, Dudley, Joel T., PhD, Narula, Jagat, MD, PhD, Sharma, Samin, MD

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Association of SARS-CoV-2 viral load at admission with in-hospital acute kidney injury: A retrospective cohort study von Paranjpe, Ishan, Chaudhary, Kumardeep, Johnson, Kipp W, Jaladanki, Suraj K, Zhao, Shan, De Freitas, Jessica K, Pujdas, Elisabet, Chaudhry, Fayzan, Bottinger, Erwin P, Levin, Matthew A, Fayad, Zahi A, Charney, Alexander W, Houldsworth, Jane, Cordon-Cardo, Carlos, Glicksberg, Benjamin S, Nadkarni, Girish N

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Machine learning in cardiovascular medicine: are we there yet? von Shameer, Khader, Johnson, Kipp W, Glicksberg, Benjamin S, Dudley, Joel T, Sengupta, Partho P

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Artificial Intelligence in Cardiology von Johnson, Kipp W., Torres Soto, Jessica, Glicksberg, Benjamin S., Shameer, Khader, Miotto, Riccardo, Ali, Mohsin, Ashley, Euan, Dudley, Joel T.

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Artificial Intelligence and Cardiovascular Genetics von Krittanawong, Chayakrit, Johnson, Kipp W, Choi, Edward, Kaplin, Scott, Venner, Eric, Murugan, Mullai, Wang, Zhen, Glicksberg, Benjamin S, Amos, Christopher I, Schatz, Michael C, Tang, W H Wilson

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Enabling Precision Cardiology Through Multiscale Biology and Systems Medicine von Johnson, Kipp W., BS, Shameer, Khader, PhD, Glicksberg, Benjamin S., BS, Readhead, Ben, MBBS, Sengupta, Partho P., MD, Björkegren, Johan L.M., MD, PhD, Kovacic, Jason C., MD, PhD, Dudley, Joel T., PhD

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Machine Learning Applications in the Neuro ICU: A Solution to Big Data Mayhem? von Chaudhry, Farhan, Hunt, Rachel J, Hariharan, Prashant, Anand, Sharath Kumar, Sanjay, Surya, Kjoller, Ellen E, Bartlett, Connor M, Johnson, Kipp W, Levy, Phillip D, Noushmehr, Houtan, Lee, Ian Y

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Prevalence and Impact of Myocardial Injury in Patients Hospitalized With COVID-19 Infection von Lala, Anuradha, Johnson, Kipp W., Januzzi, James L., Russak, Adam J., Paranjpe, Ishan, Richter, Felix, Zhao, Shan, Somani, Sulaiman, Van Vleck, Tielman, Vaid, Akhil, Chaudhry, Fayzan, De Freitas, Jessica K., Fayad, Zahi A., Pinney, Sean P., Levin, Matthew, Charney, Alexander, Bagiella, Emilia, Narula, Jagat, Glicksberg, Benjamin S., Nadkarni, Girish, Mancini, Donna M., Fuster, Valentin

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Predictive Modelling of Susceptibility to Substance Abuse, Mortality and Drug-Drug Interactions in Opioid Patients von Vunikili, Ramya, Glicksberg, Benjamin S, Johnson, Kipp W, Dudley, Joel T, Subramanian, Lakshminarayanan, Shameer, Khader

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Integration of novel monitoring devices with machine learning technology for scalable cardiovascular management von Krittanawong, Chayakrit, Rogers, Albert J., Johnson, Kipp W., Wang, Zhen, Turakhia, Mintu P., Halperin, Jonathan L., Narayan, Sanjiv M.

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Pathology of Peripheral Artery Disease in Patients With Critical Limb Ischemia von Narula, Navneet, Dannenberg, Andrew J., Olin, Jeffrey W., Bhatt, Deepak L., Johnson, Kipp W., Nadkarni, Girish, Min, James, Torii, Sho, Poojary, Priti, Anand, Sonia S., Bax, Jeroen J., Yusuf, Salim, Virmani, Renu, Narula, Jagat

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Machine learning prediction in cardiovascular diseases: a meta-analysis von Krittanawong, Chayakrit, Virk, Hafeez Ul Hassan, Bangalore, Sripal, Wang, Zhen, Johnson, Kipp W., Pinotti, Rachel, Zhang, HongJu, Kaplin, Scott, Narasimhan, Bharat, Kitai, Takeshi, Baber, Usman, Halperin, Jonathan L., Tang, W. H. Wilson

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Integrating blockchain technology with artificial intelligence for cardiovascular medicine von Krittanawong, Chayakrit, Rogers, Albert J., Aydar, Mehmet, Choi, Edward, Johnson, Kipp W., Wang, Zhen, Narayan, Sanjiv M.

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Intracoronary Imaging, Cholesterol Efflux, and Transcriptomics after Intensive Statin Treatment in Diabetes von Chamaria, Surbhi, Johnson, Kipp W., Vengrenyuk, Yuliya, Baber, Usman, Shameer, Khader, Divaraniya, Aparna A., Glicksberg, Benjamin S., Li, Li, Bhatheja, Samit, Moreno, Pedro, Maehara, Akiko, Mehran, Roxana, Dudley, Joel T., Narula, Jagat, Sharma, Samin K., Kini, Annapoorna S.

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Genome Sequences of the Primary Endosymbiont “Candidatus Portiera aleyrodidarum” in the Whitefly Bemisia tabaci B and Q Biotypes von Jiang, Zi-Feng, Xia, Fangfang, Johnson, Kipp W, Bartom, Elizabeth, Tuteja, Jigyasa H, Stevens, Rick, Grossman, Robert L, Brumin, Marina, White, Kevin P, Ghanim, Murad

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Conditions and Factors Associated With Spontaneous Coronary Artery Dissection (from a National Population-Based Cohort Study) von Krittanawong, Chayakrit, Kumar, Anirudh, Johnson, Kipp W., Luo, Yiming, Yue, Bing, Wang, Zhen, Bhatt, Deepak L.

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