Ms. Hannah G. Mason Profile

Hannah G. Mason

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Publications (4)

Proceedings Article | 1 April 2024 Poster + Paper

Evaluation of U-Nets for object segmentation in ultrasound images

Rui Wang, Katelyn Craft, Elisa Hotlzman, Hannah Mason, Christopher Khan, Brett Byram, Jason Mitchell, Jack Noble

Proceedings Volume 12932, 129321G (2024) https://doi.org/10.1117/12.3008809

KEYWORDS: Image segmentation, Ultrasonography, Deep learning, Medical imaging, Acoustics, Autoregressive models, 3D modeling, Ultrasound transducers, Tissues

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Proceedings Article | 29 March 2024 Poster + Paper

Auditory nerve fiber localization using a weakly supervised non-rigid registration U-Net

Hannah Mason, Ziteng Liu, Jack Noble

Proceedings Volume 12928, 129282C (2024) https://doi.org/10.1117/12.3008646

KEYWORDS: Image segmentation, Nerve, Deformation, Computer programming, Cochlea, Electrodes, Modeling, Image registration

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Proceedings Article | 3 April 2023 Poster + Paper

Atlas-based automatic internal auditory canal localization with a weakly-supervised 3D U-Net

Hannah Mason, Jack Noble

Proceedings Volume 12466, 1246627 (2023) https://doi.org/10.1117/12.2655625

KEYWORDS: Deformation, Image segmentation, Cochlea, Machine learning, Computer programming, 3D modeling, Education and training, Computed tomography

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Proceedings Article | 4 April 2022 Poster + Paper

Automatic internal auditory canal segmentation using a weakly supervised 3D U-Net

Hannah Mason, Jack Noble

Proceedings Volume 12034, 120341X (2022) https://doi.org/10.1117/12.2611897

KEYWORDS: Image segmentation, Electrodes, Computed tomography, Visualization, Nerve, Tissues, Bone, Computer programming, 3D image processing, Neural networks

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