I am a post-doctoral researcher in the Medical Vision
Group of CSAIL (P.
Golland), and also associated with the Asclepios Project at the INRIA Sophia-Antipolis, France (N. Ayache).
I am interested in the analysis of spatio-temporal physical processes
using probabilistic and functional models which rely on vector-valued
image data as the primary source of information.
I also work on
the design and validation of automated diagnostic systems implementing these models
(primarily) in biomedical
applications.
Currently,
I am working on the
patient-adaptive modeling of tumor growth using the information from
multi-parametric magnetic resonance images of the brain.