Unspecified Rueben A. Banalagay Profile

Rueben A. Banalagay

at Vanderbilt Univ

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Author

Publications (10)

SPIE Journal Paper | 19 July 2023

Validation of active shape model techniques for intracochlear anatomy segmentation in computed tomography images

Rueben A. Banalagay, Robert F. Labadie, Jack H. Noble

JMI, Vol. 10, Issue 04, 044003, (July 2023) https://doi.org/10.1117/12.10.1117/1.JMI.10.4.044003

KEYWORDS: Image segmentation, Computed tomography, Education and training, Cochlea, Anatomy, Error analysis, Visualization, Performance modeling, Image registration, Electrodes

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Proceedings Article | 3 April 2023 Presentation + Paper

Automatic chorda tympani segmentation with weakly supervised conditional adversarial networks

Rueben Banalagay, Jack Noble

Proceedings Volume 12466, 124660W (2023) https://doi.org/10.1117/12.2655616

KEYWORDS: Image segmentation, Education and training, Cochlea, Voxels, Nerve, Computed tomography, Network architectures, Visualization, Bone

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Proceedings Article | 4 April 2022 Presentation + Paper

Active shape models with locally weighted components

Rueben Banalagay, Jack Noble

Proceedings Volume 12032, 1203214 (2022) https://doi.org/10.1117/12.2611836

KEYWORDS: Image segmentation, Statistical modeling, Image processing, Data modeling, Ear

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Proceedings Article | 4 April 2022 Presentation + Paper

Sensitivity of intra-cochlear anatomy segmentation methods to varying image acquisition parameters

Mohammad M. R. Khan, Rueben Banalagay, Robert Labadie, Jack Noble

Proceedings Volume 12034, 120340I (2022) https://doi.org/10.1117/12.2611684

KEYWORDS: Image segmentation, Image resolution, Computed tomography, Image acquisition, Surgery, Image filtering, Image quality, Electrodes, Bone, Image processing

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SPIE Journal Paper | 24 November 2021

Hybrid active shape and deep learning method for the accurate and robust segmentation of the intracochlear anatomy in clinical head CT and CBCT images

Yubo Fan, Dongqing Zhang, Rueben Banalagay, Jianing Wang, Jack Noble, Benoit Dawant

JMI, Vol. 8, Issue 06, 064002, (November 2021) https://doi.org/10.1117/12.10.1117/1.JMI.8.6.064002

KEYWORDS: Image segmentation, Computed tomography, Independent component analysis, Scanners, Autoregressive models, Data modeling, Optical inspection, Image quality, Computer programming, Electrodes

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Validation of a hybrid active shape and deep learning intracochlear anatomy segmentation method for image-guided cochlear implant programming

Yubo Fan, Jianing Wang, Rueben Banalagay, Jack Noble, Benoit Dawant

Proceedings Volume 11598, 1159824 (2021) https://doi.org/10.1117/12.2582148

KEYWORDS: Image segmentation, Computer programming, Electrodes, Independent component analysis, Visualization, Image processing

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Proceedings Article | 15 February 2021 Presentation + Paper

Validation of active shape model techniques for intra-cochlear anatomy segmentation in CT images

Rueben Banalagay, Robert Labadie, Jack Noble

Proceedings Volume 11596, 115961M (2021) https://doi.org/10.1117/12.2582096

KEYWORDS: Image segmentation, Computed tomography, Visualization, Statistical modeling, Performance modeling, Error analysis, Electrodes, Data modeling

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Proceedings Article | 15 March 2019 Presentation + Paper

Two-level training of a 3D U-Net for accurate segmentation of the intra-cochlear anatomy in head CTs with limited ground truth training data

Dongqing Zhang, Rueben Banalagay, Jianing Wang, Yiyuan Zhao, Jack Noble, Benoit Dawant

Proceedings Volume 10949, 1094907 (2019) https://doi.org/10.1117/12.2512529

KEYWORDS: Image segmentation, Computed tomography, 3D image processing, Head, Electrodes, Image processing algorithms and systems, Ear, Image processing

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Proceedings Article | 8 March 2019 Paper

Analysis of middle ear morphology for design of a transnasal endoscope

Minh Vu, Rueben Banalagay, Dongqing Zhang, Alejandro Rivas, Loris Fichera, Robert Webster, Robert Labadie, Jack Noble

Proceedings Volume 10951, 109512S (2019) https://doi.org/10.1117/12.2513841

KEYWORDS: Ear, Visualization, Endoscopes, Image segmentation, Statistical modeling, Principal component analysis, Statistical analysis

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Proceedings Article | 8 March 2019 Presentation + Paper

Automatic localization of the internal auditory canal for patient-specific cochlear implant modeling

Ghassan Alduraibi, Rueben Banalagay, Robert Labadie, Jack Noble

Proceedings Volume 10951, 109511L (2019) https://doi.org/10.1117/12.2513976

KEYWORDS: Image segmentation, Nerve, Electrodes, Computed tomography, Interfaces, Computer programming, Surgery, Process modeling, 3D modeling, Rigid registration

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Showing 5 of 10 publications

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