Ms. Maureen McHugo Profile

Maureen McHugo

at Vanderbilt Univ School of Medicine

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Author

Publications (4)

SPIE Journal Paper | 23 December 2020

Generalizing deep whole-brain segmentation for post-contrast MRI with transfer learning

Camilo Bermudez, Samuel Remedios, Karthik Ramadass, Maureen McHugo, Stephan Heckers, Yuankai Huo, Bennett Landman

JMI, Vol. 7, Issue 06, 064004, (December 2020) https://doi.org/10.1117/12.10.1117/1.JMI.7.6.064004

KEYWORDS: Image segmentation, Magnetic resonance imaging, Data acquisition, Brain, Image processing algorithms and systems, Image processing, Data modeling, Tissues, Medical imaging, Neural networks

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Proceedings Article | 10 March 2020 Presentation + Paper

Generalizing deep whole brain segmentation for pediatric and post-contrast MRI with augmented transfer learning

Camilo Bermudez, Justin Blaber, Samuel Remedios, Jess Reynolds, Catherine Lebel, Maureen McHugo, Stephan Heckers, Yuankai Huo, Bennett Landman

Proceedings Volume 11313, 113130L (2020) https://doi.org/10.1117/12.2548622

KEYWORDS: Image segmentation, Brain, Magnetic resonance imaging, Neuroimaging, Data acquisition, Neural networks, Image processing, Databases, Medical imaging

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Proceedings Article | 15 March 2019 Paper

Reproducibility evaluation of SLANT whole brain segmentation across clinical magnetic resonance imaging protocols

Yunxi Xiong, Yuankai Huo, Jiachen Wang, L. Taylor Davis, Maureen McHugo, Bennett Landman

Proceedings Volume 10949, 109492V (2019) https://doi.org/10.1117/12.2512561

KEYWORDS: Magnetic resonance imaging, Image segmentation, Brain, Neuroimaging, Image quality, Medical research, 3D image processing, 3D acquisition, Convolutional neural networks, Magnetism

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Proceedings Article | 24 February 2017 Paper

Multi-scale hippocampal parcellation improves atlas-based segmentation accuracy

Andrew Plassard, Maureen McHugo, Stephan Heckers, Bennett Landman

Proceedings Volume 10133, 101332D (2017) https://doi.org/10.1117/12.2254425

KEYWORDS: Image segmentation, Head, Magnetic resonance imaging, Brain, Image registration, Image processing, Detection and tracking algorithms, Image processing algorithms and systems, Image fusion, Visualization

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