Publications
2024
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A Phenomapping Tool and Clinical Score to Identify Low Diuretic Efficiency in Acute Decompensated Heart Failure
JACC: Heart Failure, 2024
2021
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Development and Validation of Machine Learning-Based Race-Specific Models to Predict 10-Year Risk of Heart Failure: A Multi-Cohort Analysis
Circulation, 2021 -
Development & Validation of Optimal Phenomapping Methods to Estimate Long-term Atherosclerotic Cardiovascular Disease Risk in Patients with Type 2 Diabetes
Diabetologia, 2021
2019
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Phenomapping of patients with heart failure with preserved ejection fraction using machine learningābased unsupervised cluster analysis
European Journal of Heart Failure, 2019 -
Machine Learning to Predict the Risk of Incident Heart Failure Hospitalization Among Patients With Diabetes: The WATCH-DM Risk Score
Diabetes Care, 2019