​Research interests include acute and critical care in general with a focus on critically ill cardiovascular patients, role of Inflammatory Biomarkers in Coronary Artery Diseases (CAD) and patients' outcomes, using AI enabled model in prediction of CAD and management outcomes including adverse cardiovascular events, patients' outcomes post cardiac surgery including HRQL, and factors associated with Peripheral Arterial Disease and revascularization outcomes. ​