Multicenter validation of a machine learning phase space electro-mechanical pulse wave analysis to predict elevated left ventricular end diastolic pressure at the point-of-care
Bhavnani, Sanjeev P, Khedraki, Rola, Cohoon, Travis J, Meine, 3rd, Frederick J, Stuckey, Thomas D, McMinn, Thomas, Depta, Jeremiah P, Bennett, Brett, McGarry, Thomas, Carroll, William, Suh, David, Steuter, John A, Roberts, Michael, Gillins, Horace R, Shadforth, Ian, Lange, Emmanuel, Doomra, Abhinav, Firouzi, Mohammad, Fathieh, Farhad, Burton, Timothy, Khosousi, Ali, Ramchandani, Shyam, Sanders, Jr, William E, Smart, Frank
Published in PloS one (15.11.2022)
Published in PloS one (15.11.2022)
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Development and validation of a machine learned algorithm to IDENTIFY functionally significant coronary artery disease
Stuckey, Thomas, Meine, Frederick, McMinn, Thomas, Depta, Jeremiah P., Bennett, Brett, McGarry, Thomas, Carroll, William, Suh, David, Steuter, John A., Roberts, Michael, Gillins, Horace R., Lange, Emmanuel, Fathieh, Farhad, Burton, Timothy, Khosousi, Ali, Shadforth, Ian, Sanders, William E., Rabbat, Mark G.
Published in Frontiers in cardiovascular medicine (02.09.2022)
Published in Frontiers in cardiovascular medicine (02.09.2022)
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Identifying novel phenotypes of elevated left ventricular end diastolic pressure using hierarchical clustering of features derived from electromechanical waveform data
Burton, Timothy, Ramchandani, Shyam, Bhavnani, Sanjeev P., Khedraki, Rola, Cohoon, Travis J., Stuckey, Thomas D., Steuter, John A., Meine, Frederick J., Bennett, Brett A., Carroll, William S., Lange, Emmanuel, Fathieh, Farhad, Khosousi, Ali, Rabbat, Mark, Sanders, William E.
Published in Frontiers in cardiovascular medicine (23.09.2022)
Published in Frontiers in cardiovascular medicine (23.09.2022)
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Predicting cardiac disease from interactions of simultaneously-acquired hemodynamic and cardiac signals
Fathieh, Farhad, Paak, Mehdi, Khosousi, Ali, Burton, Tim, Sanders, William E., Doomra, Abhinav, Lange, Emmanuel, Khedraki, Rola, Bhavnani, Sanjeev, Ramchandani, Shyam
Published in Computer methods and programs in biomedicine (01.04.2021)
Published in Computer methods and programs in biomedicine (01.04.2021)
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FIRST-IN-MAN DEVELOPMENT OF A MACHINE LEARNING CARDIAC PHASE SPACE ANALYTIC APPROACH TO PREDICT ELEVATED LEFT VENTRICULAR PRESSURES
Khedraki, Rola, Burton, Tim, Cohoon, Travis, Shen, Christine, Khosousi, Ali, Lange, Emmanuel, Sanders, William E., Bhavnani, Sanjeev
Published in Journal of the American College of Cardiology (24.03.2020)
Published in Journal of the American College of Cardiology (24.03.2020)
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IDENTIFYING NOVEL PHENOTYPES OF ELEVATED LEFT VENTRICULAR END DIASTOLIC PRESSURE USING HIERARCHICAL CLUSTERING OF FEATURES DERIVED FROM ELECTROMECHANICAL WAVEFORM DATA
Burton, Timothy, Gillins, Horace, Sanders, William E., Bhavnani, Sanjeev P., Khedraki, Rola, Cohoon, Travis James, Lange, Emmanuel, Firouzi, Mohammad, Doomra, Abhinav, Fathieh, Farhad, Khosousi, Ali, Ramchandani, Shyam
Published in Journal of the American College of Cardiology (01.03.2022)
Published in Journal of the American College of Cardiology (01.03.2022)
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