Application of artificial intelligence to the electrocardiogram
Attia, Zachi I, Harmon, David M, Behr, Elijah R, Friedman, Paul A
Published in European heart journal (07.12.2021)
Published in European heart journal (07.12.2021)
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Journal Article
Screening for cardiac contractile dysfunction using an artificial intelligence–enabled electrocardiogram
Attia, Zachi I., Kapa, Suraj, Lopez-Jimenez, Francisco, McKie, Paul M., Ladewig, Dorothy J., Satam, Gaurav, Pellikka, Patricia A., Enriquez-Sarano, Maurice, Noseworthy, Peter A., Munger, Thomas M., Asirvatham, Samuel J., Scott, Christopher G., Carter, Rickey E., Friedman, Paul A.
Published in Nature medicine (01.01.2019)
Published in Nature medicine (01.01.2019)
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Journal Article
Age and Sex Estimation Using Artificial Intelligence From Standard 12-Lead ECGs
Attia, Zachi I, Friedman, Paul A, Noseworthy, Peter A, Lopez-Jimenez, Francisco, Ladewig, Dorothy J, Satam, Gaurav, Pellikka, Patricia A, Munger, Thomas M, Asirvatham, Samuel J, Scott, Christopher G, Carter, Rickey E, Kapa, Suraj
Published in Circulation. Arrhythmia and electrophysiology (01.09.2019)
Published in Circulation. Arrhythmia and electrophysiology (01.09.2019)
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Journal Article
Detection of Hypertrophic Cardiomyopathy Using a Convolutional Neural Network-Enabled Electrocardiogram
Ko, Wei-Yin, Siontis, Konstantinos C., Attia, Zachi I., Carter, Rickey E., Kapa, Suraj, Ommen, Steve R., Demuth, Steven J., Ackerman, Michael J., Gersh, Bernard J., Arruda-Olson, Adelaide M., Geske, Jeffrey B., Asirvatham, Samuel J., Lopez-Jimenez, Francisco, Nishimura, Rick A., Friedman, Paul A., Noseworthy, Peter A.
Published in Journal of the American College of Cardiology (25.02.2020)
Published in Journal of the American College of Cardiology (25.02.2020)
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Journal Article
Electrocardiogram screening for aortic valve stenosis using artificial intelligence
Cohen-Shelly, Michal, Attia, Zachi I, Friedman, Paul A, Ito, Saki, Essayagh, Benjamin A, Ko, Wei-Yin, Murphree, Dennis H, Michelena, Hector I, Enriquez-Sarano, Maurice, Carter, Rickey E, Johnson, Patrick W, Noseworthy, Peter A, Lopez-Jimenez, Francisco, Oh, Jae K
Published in European heart journal (07.08.2021)
Published in European heart journal (07.08.2021)
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Journal Article
Artificial Intelligence–Enabled Assessment of the Heart Rate Corrected QT Interval Using a Mobile Electrocardiogram Device
Giudicessi, John R., Schram, Matthew, Bos, J. Martijn, Galloway, Conner D., Shreibati, Jacqueline B., Johnson, Patrick W., Carter, Rickey E., Disrud, Levi W., Kleiman, Robert, Attia, Zachi I., Noseworthy, Peter A., Friedman, Paul A., Albert, David E., Ackerman, Michael J.
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
Prospective validation of a deep learning electrocardiogram algorithm for the detection of left ventricular systolic dysfunction
Attia, Zachi I., Kapa, Suraj, Yao, Xiaoxi, Lopez‐Jimenez, Francisco, Mohan, Tarun L., Pellikka, Patricia A., Carter, Rickey E., Shah, Nilay D., Friedman, Paul A., Noseworthy, Peter A.
Published in Journal of cardiovascular electrophysiology (01.05.2019)
Published in Journal of cardiovascular electrophysiology (01.05.2019)
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Journal Article
Detection of hypertrophic cardiomyopathy by an artificial intelligence electrocardiogram in children and adolescents
Siontis, Konstantinos C., Liu, Kan, Bos, J. Martijn, Attia, Zachi I., Cohen-Shelly, Michal, Arruda-Olson, Adelaide M., Zanjirani Farahani, Nasibeh, Friedman, Paul A., Noseworthy, Peter A., Ackerman, Michael J.
Published in International journal of cardiology (01.10.2021)
Published in International journal of cardiology (01.10.2021)
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Journal Article
Artificial Intelligence and Machine Learning in Arrhythmias and Cardiac Electrophysiology
Feeny, Albert K., Chung, Mina K., Madabhushi, Anant, Attia, Zachi I., Cikes, Maja, Firouznia, Marjan, Friedman, Paul A., Kalscheur, Matthew M., Kapa, Suraj, Narayan, Sanjiv M., Noseworthy, Peter A., Passman, Rod S., Perez, Marco V., Peters, Nicholas S., Piccini, Jonathan P., Tarakji, Khaldoun G., Thomas, Suma A., Trayanova, Natalia A., Turakhia, Mintu P., Wang, Paul J.
Published in Circulation. Arrhythmia and electrophysiology (01.08.2020)
Published in Circulation. Arrhythmia and electrophysiology (01.08.2020)
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Journal Article
Prospective evaluation of smartwatch-enabled detection of left ventricular dysfunction
Attia, Zachi I., Harmon, David M., Dugan, Jennifer, Manka, Lukas, Lopez-Jimenez, Francisco, Lerman, Amir, Siontis, Konstantinos C., Noseworthy, Peter A., Yao, Xiaoxi, Klavetter, Eric W., Halamka, John D., Asirvatham, Samuel J., Khan, Rita, Carter, Rickey E., Leibovich, Bradley C., Friedman, Paul A.
Published in Nature medicine (01.12.2022)
Published in Nature medicine (01.12.2022)
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Journal Article
Deep learning-derived cardiovascular age shares a genetic basis with other cardiac phenotypes
Libiseller-Egger, Julian, Phelan, Jody E., Attia, Zachi I., Benavente, Ernest Diez, Campino, Susana, Friedman, Paul A., Lopez-Jimenez, Francisco, Leon, David A., Clark, Taane G.
Published in Scientific reports (31.12.2022)
Published in Scientific reports (31.12.2022)
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Journal Article
Development and Validation of a Deep-Learning Model to Screen for Hyperkalemia From the Electrocardiogram
Galloway, Conner D, Valys, Alexander V, Shreibati, Jacqueline B, Treiman, Daniel L, Petterson, Frank L, Gundotra, Vivek P, Albert, David E, Attia, Zachi I, Carter, Rickey E, Asirvatham, Samuel J, Ackerman, Michael J, Noseworthy, Peter A, Dillon, John J, Friedman, Paul A
Published in JAMA cardiology (01.05.2019)
Published in JAMA cardiology (01.05.2019)
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Journal Article
Noninvasive assessment of dofetilide plasma concentration using a deep learning (neural network) analysis of the surface electrocardiogram: A proof of concept study
Attia, Zachi I, Sugrue, Alan, Asirvatham, Samuel J, Ackerman, Michael J, Kapa, Suraj, Friedman, Paul A, Noseworthy, Peter A
Published in PloS one (22.08.2018)
Published in PloS one (22.08.2018)
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Journal Article
Predictive Value of Artificial Intelligence-Enabled Electrocardiography in Patients With Takotsubo Cardiomyopathy
Kanaji, Yoshihisa, Ozcan, Ilke, Tryon, David N, Ahmad, Ali, Sara, Jaskanwal Deep Singh, Lewis, Brad, Friedman, Paul, Noseworthy, Peter A, Lerman, Lilach O, Kakuta, Tsunekazu, Attia, Zachi I, Lerman, Amir
Published in Journal of the American Heart Association (05.03.2024)
Published in Journal of the American Heart Association (05.03.2024)
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Journal Article
Left ventricular systolic dysfunction predicted by artificial intelligence using the electrocardiogram in Chagas disease patients-The SaMi-Trop cohort
Brito, Bruno Oliveira de Figueiredo, Attia, Zachi I, Martins, Larissa Natany A, Perel, Pablo, Nunes, Maria Carmo P, Sabino, Ester Cerdeira, Cardoso, Clareci Silva, Ferreira, Ariela Mota, Gomes, Paulo R, Luiz Pinho Ribeiro, Antonio, Lopez-Jimenez, Francisco
Published in PLoS neglected tropical diseases (01.12.2021)
Published in PLoS neglected tropical diseases (01.12.2021)
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Journal Article
Pragmatic considerations for fostering reproducible research in artificial intelligence
Carter, Rickey E., Attia, Zachi I., Lopez-Jimenez, Francisco, Friedman, Paul A.
Published in NPJ digital medicine (22.05.2019)
Published in NPJ digital medicine (22.05.2019)
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Journal Article
Novel Bloodless Potassium Determination Using a Signal‐Processed Single‐Lead ECG
Attia, Zachi I., DeSimone, Christopher V., Dillon, John J., Sapir, Yehu, Somers, Virend K., Dugan, Jennifer L., Bruce, Charles J., Ackerman, Michael J., Asirvatham, Samuel J., Striemer, Bryan L., Bukartyk, Jan, Scott, Christopher G., Bennet, Kevin E., Ladewig, Dorothy J., Gilles, Emily J., Sadot, Dan, Geva, Amir B., Friedman, Paul A.
Published in Journal of the American Heart Association (01.01.2016)
Published in Journal of the American Heart Association (01.01.2016)
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Journal Article
Artificial intelligence-enabled ECG for left ventricular diastolic function and filling pressure
Lee, Eunjung, Ito, Saki, Miranda, William R., Lopez-Jimenez, Francisco, Kane, Garvan C., Asirvatham, Samuel J., Noseworthy, Peter A., Friedman, Paul A., Carter, Rickey E., Borlaug, Barry A., Attia, Zachi I., Oh, Jae K.
Published in NPJ digital medicine (06.01.2024)
Published in NPJ digital medicine (06.01.2024)
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Journal Article