Search Results for author: Yousef Hannawi

Found 2 papers, 1 papers with code

Using graph theory to compute Laplace operators arising in a model for blood flow in capillary network

no code implementations21 Oct 2020 David Terman, Yousef Hannawi

The main result in that paper was that, for a general class of capillary networks, perturbations of segment diameters or conductances always lead to decreased oxygen levels.

Brain Atlas Guided Attention U-Net for White Matter Hyperintensity Segmentation

1 code implementation19 Oct 2020 Zicong Zhang, Kimerly Powell, Changchang Yin, Shilei Cao, Dani Gonzalez, Yousef Hannawi, Ping Zhang

In this paper, we propose a novel brain atlas guided attention U-Net (BAGAU-Net) that leverages only FLAIR images with a spatially-registered white matter (WM) brain atlas to yield competitive WMH segmentation performance.

Segmentation

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