Deep learning for cardiovascular medicine: a practical primer
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
Published in European heart journal (01.07.2019)
Published in European heart journal (01.07.2019)
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Journal Article
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
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
Published in Circulation (New York, N.Y.) (30.03.2021)
Published in Circulation (New York, N.Y.) (30.03.2021)
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Journal Article
Prediction of mortality from 12-lead electrocardiogram voltage data using a deep neural network
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
Published in Nature medicine (01.06.2020)
Published in Nature medicine (01.06.2020)
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Journal Article
Molecular Imaging of Apoptosis in Atherosclerosis by Targeting Cell Membrane Phospholipid Asymmetry
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
Published in Journal of the American College of Cardiology (20.10.2020)
Published in Journal of the American College of Cardiology (20.10.2020)
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Journal Article
Intracoronary Imaging, Cholesterol Efflux, and Transcriptomes after Intensive Statin Treatment: The YELLOW II study
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
Published in Journal of the American College of Cardiology (14.02.2017)
Published in Journal of the American College of Cardiology (14.02.2017)
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Journal Article
Association of SARS-CoV-2 viral load at admission with in-hospital acute kidney injury: A retrospective cohort study
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
Published in PloS one (24.02.2021)
Published in PloS one (24.02.2021)
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Journal Article
Machine Learning Applications in the Neuro ICU: A Solution to Big Data Mayhem?
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
Published in Frontiers in neurology (09.10.2020)
Published in Frontiers in neurology (09.10.2020)
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Journal Article
Artificial Intelligence and Cardiovascular Genetics
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
Published in Life (Basel, Switzerland) (14.02.2022)
Published in Life (Basel, Switzerland) (14.02.2022)
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Journal Article
Enabling Precision Cardiology Through Multiscale Biology and Systems Medicine
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
Published in JACC. Basic to translational science (01.06.2017)
Published in JACC. Basic to translational science (01.06.2017)
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Journal Article
Predictive Modelling of Susceptibility to Substance Abuse, Mortality and Drug-Drug Interactions in Opioid Patients
Vunikili, Ramya, Glicksberg, Benjamin S, Johnson, Kipp W, Dudley, Joel T, Subramanian, Lakshminarayanan, Shameer, Khader
Published in Frontiers in artificial intelligence (10.12.2021)
Published in Frontiers in artificial intelligence (10.12.2021)
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Journal Article
Machine learning in cardiovascular medicine: are we there yet?
Shameer, Khader, Johnson, Kipp W, Glicksberg, Benjamin S, Dudley, Joel T, Sengupta, Partho P
Published in Heart (British Cardiac Society) (01.07.2018)
Published in Heart (British Cardiac Society) (01.07.2018)
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Journal Article
Intracoronary Imaging, Cholesterol Efflux, and Transcriptomics after Intensive Statin Treatment in Diabetes
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
Published in Scientific reports (01.08.2017)
Published in Scientific reports (01.08.2017)
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Journal Article
Artificial Intelligence in Cardiology
Johnson, Kipp W., Torres Soto, Jessica, Glicksberg, Benjamin S., Shameer, Khader, Miotto, Riccardo, Ali, Mohsin, Ashley, Euan, Dudley, Joel T.
Published in Journal of the American College of Cardiology (12.06.2018)
Published in Journal of the American College of Cardiology (12.06.2018)
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Journal Article
Genome Sequences of the Primary Endosymbiont “Candidatus Portiera aleyrodidarum” in the Whitefly Bemisia tabaci B and Q Biotypes
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
Published in Journal of Bacteriology (01.12.2012)
Published in Journal of Bacteriology (01.12.2012)
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Journal Article
Pharmacological risk factors associated with hospital readmission rates in a psychiatric cohort identified using prescriptome data mining
Shameer, Khader, Perez-Rodriguez, M Mercedes, Bachar, Roy, Li, Li, Johnson, Amy, Johnson, Kipp W, Glicksberg, Benjamin S, Smith, Milo R, Readhead, Ben, Scarpa, Joseph, Jebakaran, Jebakumar, Kovatch, Patricia, Lim, Sabina, Goodman, Wayne, Reich, David L, Kasarskis, Andrew, Tatonetti, Nicholas P, Dudley, Joel T
Published in BMC medical informatics and decision making (14.09.2018)
Published in BMC medical informatics and decision making (14.09.2018)
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Journal Article
Comparison of the Genome Sequences of “Candidatus Portiera aleyrodidarum” Primary Endosymbionts of the Whitefly Bemisia tabaci B and Q Biotypes
JIANG, Zi-Feng, FANGFANG XIA, GHANIM, Murad, JOHNSON, Kipp W, BROWN, Christopher D, BARTOM, Elizabeth, TUTEJA, Jigyasa H, STEVENS, Rick, GROSSMAN, Robert L, BRUMIN, Marina, WHITE, Kevin P
Published in Applied and Environmental Microbiology (01.03.2013)
Published in Applied and Environmental Microbiology (01.03.2013)
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Journal Article
Prevalence and Impact of Myocardial Injury in Patients Hospitalized With COVID-19 Infection
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
Published in Journal of the American College of Cardiology (04.08.2020)
Published in Journal of the American College of Cardiology (04.08.2020)
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Journal Article
Integrative analysis of loss-of-function variants in clinical and genomic data reveals novel genes associated with cardiovascular traits
Glicksberg, Benjamin S, Amadori, Letizia, Akers, Nicholas K, Sukhavasi, Katyayani, Franzén, Oscar, Li, Li, Belbin, Gillian M, Ayers, Kristin L, Shameer, Khader, Badgeley, Marcus A, Johnson, Kipp W, Readhead, Ben, Darrow, Bruce J, Kenny, Eimear E, Betsholtz, Christer, Ermel, Raili, Skogsberg, Josefin, Ruusalepp, Arno, Schadt, Eric E, Dudley, Joel T, Ren, Hongxia, Kovacic, Jason C, Giannarelli, Chiara, Li, Shuyu D, Björkegren, Johan L M, Chen, Rong
Published in BMC medical genomics (25.07.2019)
Published in BMC medical genomics (25.07.2019)
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Journal Article
Integration of novel monitoring devices with machine learning technology for scalable cardiovascular management
Krittanawong, Chayakrit, Rogers, Albert J, Johnson, Kipp W, Wang, Zhen, Turakhia, Mintu P, Halperin, Jonathan L, Narayan, Sanjiv M
Published in Nature reviews cardiology (01.02.2021)
Published in Nature reviews cardiology (01.02.2021)
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Journal Article
Pathology of Peripheral Artery Disease in Patients With Critical Limb Ischemia
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
Published in Journal of the American College of Cardiology (30.10.2018)
Published in Journal of the American College of Cardiology (30.10.2018)
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Journal Article