Itzik Waizman

TractoTransformer: Diffusion MRI Streamline Tractography using CNN and Transformer Networks

White matter tractography is an advanced neuroimaging technique that reconstructs the 3D white matter pathways of the brain from diffusion MRI data. It can be framed as a pathfinding problem aiming to infer neural fiber trajectories from noisy and ambiguous measurements, facing challenges such as cr…