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Medical Image Harmonization Using Deep Learning Based Canonical Mapping: Toward Robust and Generalizable Learning in Imaging
Conventional and deep learning-based methods have shown great potential ...
10/11/2020 ∙ by Vishnu M. Bashyam, et al. ∙
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3D Whole Brain Segmentation using Spatially Localized Atlas Network Tiles
Detailed whole brain segmentation is an essential quantitative technique...
03/28/2019 ∙ by Yuankai Huo, et al. ∙
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Data-driven Probabilistic Atlases Capture Whole-brain Individual Variation
Probabilistic atlases provide essential spatial contextual information f...
06/06/2018 ∙ by Yuankai Huo, et al. ∙
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Spatially Localized Atlas Network Tiles Enables 3D Whole Brain Segmentation from Limited Data
Whole brain segmentation on a structural magnetic resonance imaging (MRI...
06/01/2018 ∙ by Yuankai Huo, et al. ∙
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Learning Implicit Brain MRI Manifolds with Deep Learning
An important task in image processing and neuroimaging is to extract qua...
01/05/2018 ∙ by Camilo Bermudez, et al. ∙
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