Interests in applied mathematics

  • Image segmentation (2D and high-dimensional), feature extraction

  • Variational methods and energy minimization in image processing

  • Shallow and deep (convolutional) neural networks, supervised and unsupervised learning algorithms

  • Dimension reduction techniques and Grassmanian manifolds

Interests in biomedicine

  • Image analysis of optical coherence tomography (OCT) volumes

  • Retinal fluid classification and quantification