Research

Interests

• Machine learning
• Image registration
• Geometric mechanics

Publications

Full list on Google Scholar.

Students

• Archishman Saha, PhD 2026, Stochastic Geometric Mechanics and Symmetry. Co-supervised with Cristina Stoica.
• John Boby Mesadieu, MSc Statistics 2025, Cardiac PET Attenuation Correction and Inter-modal Medical Image Translation. Co-supervised with Robert DeKemp.
• Mohsen Rezapour Toughari, MSc Mathematics 2021, Manifold learning via Diffusion Maps. Co-supervised with Cristina Stoica.
• Hetian (Eric) Liu, MSc Statistics 2020, A Novel Method for Population Stratification Correction using Nonlinear Dimension Reduction. Co-supervised with Kelly Burkett.
• Kevin Raina, MSc Statistics 2020, Machine Learning Methods for Brain Lesion Delineation.