Kranthi K. Kolli

Maximization of the usage of coronary CTA derived plaque information using a machine learning based algorithm to improve risk stratification; insights from the CONFIRM registry

Alexander R. van Rosendael, Gabriel Maliakal, Kranthi K. Kolli et al. · Journal of cardiovascular computed tomography · 2018 · 164 citations · Full text

Epidemiology, Machine Learning, Cardiovascular Disease +12

Determinants of In‐Hospital Mortality After Percutaneous Coronary Intervention: A Machine Learning Approach

Subhi J. Al’Aref, Gurpreet Singh, Alexander R. van Rosendael et al. · Journal of the American Heart Association · 2019 · 126 citations · Full text

Machine Learning, Machine Learning Tool, Machine Learning Approach +21

Machine Learning Framework to Identify Individuals at Risk of Rapid Progression of Coronary Atherosclerosis: From the PARADIGM Registry

Donghee Han, Kranthi K. Kolli, Subhi J. Al’Aref et al. · Journal of the American Heart Association · 2020 · 91 citations · Full text

Relationship Between Endothelial Wall Shear Stress and High‐Risk Atherosclerotic Plaque Characteristics for Identification of Coronary Lesions That Cause Ischemia: A Direct Comparison With Fractional Flow Reserve

Donghee Han, Anna Starikov, Bríain ó Hartaigh et al. · Journal of the American Heart Association · 2016 · 65 citations · Full text

Machine learning based risk prediction model for asymptomatic individuals who underwent coronary artery calcium score: Comparison with traditional risk prediction approaches

Donghee Han, Kranthi K. Kolli, Heidi Gransar et al. · Journal of cardiovascular computed tomography · 2019 · 39 citations · Full text

Asymptomatic Individuals, Health Informatics, Cardiovascular Disease +13