Her research interests include:
Machine learning for medical and biological imaging applications.
Clinical applications related to multi-dimensional imaging modalities for denoising, enhancement and segmentation.
Image and signal processing, sparse decompositions, computer vision, computer graphics and scientific visualization.
Enhancement of image quality for different clinical modalities and diagnostic applications.
Quantification and phenotyping of anatomical structures and physiological functions with clinical associations.
Anatomical modeling.