Understanding the bias in machine learning systems for cardiovascular disease risk assessment

Suri Jasjit S., Bhagawati Mrinalini, Paul Sudip, Protogeron Athanasios, Sfikakis Petros P., Kitas George D., Khanna Narendra N., Ruzsa Zoltán, Sharma Aditya M., Saxena Sanjay, Faa Gavino, Paraskevas Kosmas I., Laird John R., Johri Amer M., Saba Luca, Kalra Manudeep
2022

A Powerful Paradigm for Cardiovascular Risk Stratification Using Multiclass, Multi-Label, and Ensemble-Based Machine Learning Paradigms A Narrative Review /

Suri Jasjit S., Bhagawati Mrinalini, Paul Sudip, Protogerou Athanasios D., Sfikakis Petros P., Kitas George D., Khanna Narendra N., Ruzsa Zoltán, Sharma Aditya M., Saksena Sanjay, Faa Gavino, Laird John R., Johri Amer M., Kalra Manudeep, Paraskevas Kosmas I., Saba Luca
2022

Cardiovascular disease detection using machine learning and carotid/femoral arterial imaging frameworks in rheumatoid arthritis patients

Konstantonis George, Singh Krishna V., Sfikakis Petros P., Jamthikar Ankush D., Kitas George D., Gupta Suneet K., Saba Luca, Verrou Kleio, Khanna Narendra N., Ruzsa Zoltán, Sharma Aditya M., Laird John R., Johri Amer M., Kalra Manudeep, Protogerou Athanasios, Suri Jasjit S.
2022