2024

1. A Phenomapping Tool and Clinical Score to Identify Low Diuretic Efficiency in Acute Decompensated Heart Failure Matthew W. Segar, Muhammad Shahzeb Khan, Kershaw Patel, Javed Butler, Ashwin Ravichandran, Mary Norine Walsh, DuWayne Willett, Gregg Fonarow, Mark Drazner, Robert Mentz, Jennifer Hall, Maryjane Farr, Susan Hedayati, Clyde Yancy, Larry Allen, W H Wilson Tang, Ambarish Pandey JACC: Heart Failure 2024 [URL]

2021

1. Development and Validation of Machine Learning-Based Race-Specific Models to Predict 10-Year Risk of Heart Failure: A Multi-Cohort Analysis Matthew W. Segar, Byron C. Jaeger, Kershaw V. Patel, Vijay Nambi, Chiadi E. Ndumele, Adolfo Correa, Javed Butler, Alvin Chandra, Colby Ayers, Shreya Rao, Alana A. Lewis, Laura M. Raffield, Carlos J. Rodriguez, Erin D. Michos, Christie M. Ballantyne, Michael E. Hall, Robert J. Mentz, James A. de Lemos, Ambarish Pandey Circulation 2021 [URL]
2. Development & Validation of Optimal Phenomapping Methods to Estimate Long-term Atherosclerotic Cardiovascular Disease Risk in Patients with Type 2 Diabetes Matthew W Segar, Kershaw V Patel, Muthiah Vaduganathan, Melissa C Caughey, Byron C Jaeger, Mujeeb Basit, Duwayne Willett, Javed Butler, Partho P Sengupta, Thomas J Wang, Darren K McGuire, Ambarish Pandey Diabetologia 2021 [URL]

2019

1. Phenomapping of patients with heart failure with preserved ejection fraction using machine learning‐based unsupervised cluster analysis Matthew W Segar, Kershaw V Patel, Colby Ayers, Mujeeb Basit, WH Wilson Tang, Duwayne Willett, Jarett Berry, Justin L Grodin, Ambarish Pandey European Journal of Heart Failure 2019 [URL]
2. Machine Learning to Predict the Risk of Incident Heart Failure Hospitalization Among Patients With Diabetes: The WATCH-DM Risk Score Matthew W Segar, Muthiah Vaduganathan, Kershaw V Patel, Darren K McGuire, Javed Butler, Gregg C Fonarow, Mujeeb Basit, Vaishnavi Kannan, Justin L Grodin, Brendan Everett, Duwayne Willett, Jarett Berry, Ambarish Pandey Diabetes Care 2019 [URL]

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