Her main research motivation relates to improving health care delivery through advances in biomedical imaging technologies, providing technological solutions to actual clinical or biological problems. Her main areas of expertise deal with biomedical image analysis and processing, especially those topics dealing with cardiac imaging, image guided therapy, microscopy image analysis for developmental biology, registration, and motion estimation and compensation.