research

research themes

Current work in image-guided intervention, medical imaging, and geometric learning.

These projects are grouped by where the work happened and what technical direction it served. The main thread is recovering useful structure from sparse, noisy, or clinically constrained visual data.

Core directions

  • intra-operative deformation and registration
  • 3D reconstruction and anatomical modeling
  • biomedical segmentation and multimodal learning