Mr. Stephan Heckers Profile

Stephan Heckers

at Vanderbilt Univ School of Medicine

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Author

Publications (3)

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 | 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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