GenTract
Generative global tractography for diffusion MRI.
GenTract is the first generative framework for global tractography.
GenTract leverages generative modeling to produce dense, anatomically consistent streamlines from dMRI data.
Overview
GenTract reformulates traditional tractography as a generative task, using a probabilistic approach to white matter reconstruction. The framework synthesizes dense tractograms while maintaining computational scalability.
Highlights
- Status: Accepted at CVPR 2026 (Highlight)
- Contribution: Reframes global tractography as a generative modeling problem
- Focus: Scalable probabilistic streamline generation