We develop novel algorithms for neuroimage segmentation, registration, generative modeling, and joint modeling of brain structure with clinical and genetic data.
We build statistical models of brain anatomical and functional structures from large collections of neuroimages. Our approach is to integrate image-derived phenotypes with genetic and clinical indicators. The resulting algorithms provide descriptors of normal anatomy and physiology, disease effects on the brain, and predictions of disease trajectory and recovery.
