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Hannah G. Mason
at Vanderbilt Univ
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Author
Publications (4)
Proceedings Article | 1 April 2024 Poster + Paper
Evaluation of U-Nets for object segmentation in ultrasound images
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
Proceedings Article | 29 March 2024 Poster + Paper
Auditory nerve fiber localization using a weakly supervised non-rigid registration U-Net
Proceedings Volume 12928, 129282C (2024) https://doi.org/10.1117/12.3008646
KEYWORDS: Image segmentation, Nerve, Deformation, Computer programming, Cochlea, Electrodes, Modeling, Image registration
Proceedings Article | 3 April 2023 Poster + Paper
Atlas-based automatic internal auditory canal localization with a weakly-supervised 3D U-Net
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
Proceedings Article | 4 April 2022 Poster + Paper
Automatic internal auditory canal segmentation using a weakly supervised 3D U-Net
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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