Search Results for author: Katherine Aboud

Found 2 papers, 2 papers with code

3D Whole Brain Segmentation using Spatially Localized Atlas Network Tiles

2 code implementations • 28 Mar 2019 • Yuankai Huo, Zhoubing Xu, Yunxi Xiong, Katherine Aboud, Prasanna Parvathaneni, Shunxing Bao, Camilo Bermudez, Susan M. Resnick, Laurie E. Cutting, Bennett A. Landman

To address the first challenge, multiple spatially distributed networks were used in the SLANT method, in which each network learned contextual information for a fixed spatial location.

Brain Segmentation Segmentation

105

Paper
Code

Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited Data

2 code implementations • 1 Jun 2018 • Yuankai Huo, Zhoubing Xu, Katherine Aboud, Prasanna Parvathaneni, Shunxing Bao, Camilo Bermudez, Susan M. Resnick, Laurie E. Cutting, Bennett A. Landman

Whole brain segmentation on a structural magnetic resonance imaging (MRI) is essential in non-invasive investigation for neuroanatomy.

Brain Segmentation Segmentation

105

Paper
Code

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