Redha Attaoua

Prediction of Cardiovascular and Renal Complications of Diabetes by a multi-Polygenic Risk Score in Different Ethnic Groups

This paper develops a multi-Polygenic Risk Score (multiPRS) to predict diabetes complications in different ethnic groups, finding that logistic regression with Mondrian Cross-Conformal Prediction improves prediction accuracy in non-European populations.

Leveraging hierarchical structures for genetic block interaction studies using the hierarchical transformer

The paper introduces a hierarchical transformer model to detect genetic block interactions, showing improved performance over traditional methods in simulation and UK Biobank data.

Polygenic risk scores predict diabetic complications and their response to therapy

This paper develops a polygenic risk score model to predict diabetic complications and their response to therapy using genome-wide association study data.