1. 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 In Press 2021 [URL]


  1. Phenomapping of patients with heart failure with preserved ejection fraction using machine learningā€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]