Rana Raza Mehdi

This paper introduces a physics-informed neural network to predict myocardial mechanics from physiological measurements, showing improved stress prediction and disease stratification in pulmonary hypertension.

This paper develops a non-invasive ML model to identify infarcted myocardium using cardiac strain data, combining synthetic rodent data with limited human data to predict LGE ground truth.

This study investigates RV biomechanical remodeling in PH, finding that collagen fiber tautness and myofiber reorientation contribute to severe RV dysfunction and failure.