2 papers
cs.CV2018
DeepTract: A Probabilistic Deep Learning Framework for White Matter Fiber Tractography
Itay Benou, Tammy Riklin-Raviv
We present DeepTract, a deep-learning framework for estimating white matter fibers orientation and streamline tractography. We adopt a data-driven approach for fiber reconstruction…
cs.CV2017
Fiber-Flux Diffusion Density for White Matter Tracts Analysis: Application to Mild Anomalies Localization in Contact Sports Players
Itay Benou, Ronel Veksler, Alon Friedman +1
We present the concept of fiber-flux density for locally quantifying white matter (WM) fiber bundles. By combining scalar diffusivity measures (e.g., fractional anisotropy) with fi…