Search Results for author: Zicong Zhang

Found 2 papers, 2 papers with code

Temporal Clustering with External Memory Network for Disease Progression Modeling

1 code implementation29 Sep 2021 Zicong Zhang, Changchang Yin, Ping Zhang

Disease progression modeling (DPM) involves using mathematical frameworks to quantitatively measure the severity of how certain disease progresses.

Clustering

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

Cannot find the paper you are looking for? You can Submit a new open access paper.