Prof. Jack H. Noble Profile

Prof. Jack H. Noble

Assistant Professor at Vanderbilt Univ

SPIE Involvement:

Conference Program Committee | Editorial Board Member: Journal of Medical Imaging | Author

Area of Expertise:

image segmentation , computer-assisted interventions , image-based bio-models , cochlear implants

Websites:

Company Website

Publications (78)

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 Presentation + Paper

Segmentation of the facial nerve using a weakly supervised GAN

Minh Vu, Yubo Fan, Jack Noble

Proceedings Volume 12928, 1292818 (2024) https://doi.org/10.1117/12.3008656

KEYWORDS: Image segmentation, Nerve, Cochlea, Voxels, Network architectures, Computed tomography, Surgery, Image registration, Ear, Machine learning

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Proceedings Article | 29 March 2024 Presentation + Paper

WS-SfMLearner: self-supervised monocular depth and ego-motion estimation on surgical videos with unknown camera parameters

Ange Lou, Jack Noble

Proceedings Volume 12928, 129280L (2024) https://doi.org/10.1117/12.3008390

KEYWORDS: Cameras, Video, Depth maps

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Proceedings Article | 29 March 2024 Presentation + Paper

SAMSNeRF: segment anything model (SAM) guides dynamic surgical scene reconstruction by neural radiance field (NeRF)

Ange Lou, Yamin Li, Xing Yao, Yike Zhang, Jack Noble

Proceedings Volume 12928, 1292806 (2024) https://doi.org/10.1117/12.3008392

KEYWORDS: Image segmentation, 3D modeling, Volume rendering

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Proceedings Article | 29 March 2024 Presentation + Paper

Automatic auditory nerve fiber localization using geodesic paths

Ziteng Liu, Erin Bratu, Jack Noble

Proceedings Volume 12928, 129280Y (2024) https://doi.org/10.1117/12.3008585

KEYWORDS: Nerve, Axons, Cochlea, Interpolation, Image segmentation, Visualization, 3D modeling

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Proceedings Article | 29 March 2024 Presentation + Paper

Motion artifact classification for quality assessment of cochlear implant postoperative CT images

Yubo Fan, Han Liu, Jack Noble, Benoit Dawant

Proceedings Volume 12928, 129280A (2024) https://doi.org/10.1117/12.3007495

KEYWORDS: Computed tomography, Image quality, Cochlea, Motion models, Image classification, Ear, Deep learning

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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 | 29 March 2024 Presentation + Paper

An adaptable model for estimating patient-specific electrical properties of the implanted cochlea

Erin Bratu, Katelyn Berg, Andrea DeFreese, René Gifford, Jack Noble

Proceedings Volume 12928, 129280Q (2024) https://doi.org/10.1117/12.3008731

KEYWORDS: Data modeling, Cochlea, Electrodes, 3D modeling, Statistical modeling, Nervous system, Principal component analysis

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Proceedings Article | 29 March 2024 Poster + Paper

Monocular microscope to CT registration using pose estimation of the incus for augmented reality cochlear implant surgery

Yike Zhang, Eduardo Davalos, Dingjie Su, Ange Lou, Jack Noble

Proceedings Volume 12928, 129282I (2024) https://doi.org/10.1117/12.3008830

KEYWORDS: Microscopes, Pose estimation, Augmented reality, Surgery, Image registration, Computed tomography, Cochlea, Video, Image segmentation, Education and training

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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 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 | 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 | 3 April 2023 Presentation + Paper

Self-supervised registration and segmentation on ossicles with a single ground truth label

Yike Zhang, Jack Noble

Proceedings Volume 12466, 124660X (2023) https://doi.org/10.1117/12.2655653

KEYWORDS: Image segmentation, Deformation, Surgery, Deep learning, Medical imaging, Image registration, Network architectures, 3D image processing

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Proceedings Article | 3 April 2023 Poster + Paper

Influence of auditory nerve fiber model parameters on electrical stimulus thresholds

Erin Bratu, Ziteng Liu, Jack Noble

Proceedings Volume 12466, 124662A (2023) https://doi.org/10.1117/12.2655775

KEYWORDS: Nerve, Cochlea, Axons, Computer simulations

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Proceedings Article | 3 April 2023 Presentation + Paper

Temporal bone CT synthesis for MR-only cochlear implant preoperative planning

Yubo Fan, Mohammad M. Khan, Han Liu, Jack Noble, Robert Labadie, Benoit Dawant

Proceedings Volume 12466, 124661I (2023) https://doi.org/10.1117/12.2647443

KEYWORDS: Computed tomography, Magnetic resonance imaging, Image segmentation, Anatomy, Cochlea, Image quality, Bone, Surgery, Visualization

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Proceedings Article | 3 April 2023 Presentation + Paper

Self-supervised surgical instrument 3D reconstruction from a single camera image

Ange Lou, Xing Yao, Ziteng Liu, Jintong Han, Jack Noble

Proceedings Volume 12466, 124660F (2023) https://doi.org/10.1117/12.2655618

KEYWORDS: Equipment, 3D modeling, Image segmentation, Image restoration, Education and training, Cameras, 3D mask effects, 3D image reconstruction, Surgery, 3D image processing

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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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Proceedings Article | 4 April 2022 Presentation + Paper

Patient-specific electro-anatomical modeling of cochlear implants using deep neural networks

Ziteng Liu, Jack Noble

Proceedings Volume 12034, 120340G (2022) https://doi.org/10.1117/12.2611596

KEYWORDS: Network architectures, Neural networks, Modeling and simulation

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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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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 Presentation + Paper

Multiclass segmentation of brain intraoperative ultrasound images with limited data

François-Xavier Carton, Jack Noble, Florian Le Lann, Bodil K. Munkvold, Ingerid Reinertsen, Matthieu Chabanas

Proceedings Volume 11598, 115980M (2021) https://doi.org/10.1117/12.2581861

KEYWORDS: Image segmentation, Ultrasonography, Neuroimaging, Brain, Tumors, Data modeling, Surgery, Tissues, Magnetic resonance imaging

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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 February 2021 Presentation + Paper

Cochlear implant electric field estimation using 3D neural networks

Ziteng Liu, Jack Noble

Proceedings Volume 11598, 115981E (2021) https://doi.org/10.1117/12.2582036

KEYWORDS: Neural networks, Electrodes, Computer programming, Surgery, Nerve, Data modeling

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Proceedings Article | 15 February 2021 Presentation + Paper

Metal artifact reduction, intra cochlear anatomy segmentation, and cochlear implant electrodes localization in CT images with a multi-task 3D network

Jianing Wang, Yiyuan Zhao, Jack Noble, Benoit Dawant

Proceedings Volume 11596, 115960U (2021) https://doi.org/10.1117/12.2580931

KEYWORDS: Image segmentation, Electrodes, Computed tomography, Independent component analysis, 3D image processing, Metals, Image resolution, Image processing, Computer programming

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Proceedings Article | 15 February 2021 Poster + Presentation + Paper

Electrical stimulation overlap visualization for image-guided cochlear implant programming

Erin Bratu, Linsey Sunderhaus, Katelyn Berg, Robert Dwyer, Robert Labadie, Rene Gifford, Jack Noble

Proceedings Volume 11598, 115982G (2021) https://doi.org/10.1117/12.2581768

KEYWORDS: Visualization, Computer programming, Electrodes, Nerve, Electronics, Ear

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SPIE Journal Paper | 3 June 2020

Preoperative prediction of angular insertion depth of lateral wall cochlear implant electrode arrays

Mohammad M. Khan, Robert Labadie, Jack Noble

JMI, Vol. 7, Issue 03, 031504, (June 2020) https://doi.org/10.1117/12.10.1117/1.JMI.7.3.031504

KEYWORDS: Electrodes, Surgery, Computed tomography, Data modeling, Manufacturing, Image segmentation, Nerve, Biomimetics, Distance measurement, Algorithm development

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Proceedings Article | 16 March 2020 Presentation + Paper

Automatic segmentation of brain tumor in intraoperative ultrasound images using 3D U-Net

François-Xavier Carton, Matthieu Chabanas, Bodil K. Munkvold, Ingerid Reinertsen, Jack Noble

Proceedings Volume 11315, 113150S (2020) https://doi.org/10.1117/12.2549516

KEYWORDS: Tumors, Image segmentation, Brain, 3D modeling, Neuroimaging, Ultrasonography, Tissues, 3D image processing, Surgery, Image analysis

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Proceedings Article | 16 March 2020 Paper

Cochlear implant electrode sequence optimization using patient specific neural stimulation models

Ziteng Liu, Ahmet Cakir, Jack Noble

Proceedings Volume 11315, 113152V (2020) https://doi.org/10.1117/12.2550578

KEYWORDS: Electrodes, Nerve, Optimization (mathematics), Surgery, Computer programming, Action potentials, Electrical engineering, Computer science

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Proceedings Article | 16 March 2020 Presentation + Paper

Validation of a metal artifact reduction method based on 3D conditional GANs for CT images of the ear

Jianing Wang, Srijata Chakravorti, Yiyuan Zhao, Jack Noble, Benoit Dawant

Proceedings Volume 11315, 1131507 (2020) https://doi.org/10.1117/12.2549398

KEYWORDS: Electrodes, Image segmentation, Computed tomography, Ear, 3D image processing

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Proceedings Article | 16 March 2020 Paper

Preoperative prediction of insertion depth of lateral wall cochlear implant electrode arrays

Mohammad M. Khan, Robert Labadie, Jack Noble

Proceedings Volume 11315, 113152U (2020) https://doi.org/10.1117/12.2550577

KEYWORDS: Electrodes, Surgery, Computed tomography, Data modeling, Nerve, Signal processing, Image segmentation, Manufacturing, Algorithm development, Biomimetics

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Proceedings Article | 16 March 2020 Presentation + Paper

Preoperative angular insertion depth prediction in case of lateral wall cochlear implant electrode arrays

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

Proceedings Volume 11315, 113151R (2020) https://doi.org/10.1117/12.2566504

KEYWORDS: Electrodes, Surgery, Computed tomography, Nerve, Signal processing, Image segmentation, Distance measurement, Manufacturing, Data modeling, Electrical engineering

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Proceedings Article | 10 March 2020 Presentation + Paper

Combining model- and deep-learning-based methods for the accurate and robust segmentation of the intra-cochlear anatomy in clinical head CT images

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

Proceedings Volume 11313, 113131D (2020) https://doi.org/10.1117/12.2549390

KEYWORDS: Image segmentation, Computed tomography, Head, Image processing, Image quality

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SPIE Journal Paper | 18 February 2020

Automatic segmentation of brain tumor resections in intraoperative ultrasound images using U-Net

François-Xavier Carton, Matthieu Chabanas, Florian Le Lann, Jack Noble

JMI, Vol. 7, Issue 03, 031503, (February 2020) https://doi.org/10.1117/12.10.1117/1.JMI.7.3.031503

KEYWORDS: Image segmentation, Ultrasonography, Tumors, Brain, Neuroimaging, Tissues, Data modeling, 3D image processing, 3D modeling, Network architectures

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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 Presentation + Paper

Development and evaluation of an immersive virtual reality system for medical imaging of the ear

Haley Adams, Justin Shinn, William Morrel, Jack Noble, Bobby Bodenheimer

Proceedings Volume 10951, 1095111 (2019) https://doi.org/10.1117/12.2506178

KEYWORDS: Ear, Virtual reality, Visualization, 3D modeling, Skull, Computed tomography, Computer simulations, Data modeling, Imaging systems, Medical imaging

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Proceedings Article | 8 March 2019 Presentation + Paper

Auditory nerve fiber segmentation methods for neural activation modeling

Ahmet Cakir, Robert Labadie, Jack Noble

Proceedings Volume 10951, 109511K (2019) https://doi.org/10.1117/12.2513006

KEYWORDS: Computational modeling, Nerve, Electrodes, Image segmentation, Computed tomography, Visualization, Neurons

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Proceedings Article | 8 March 2019 Presentation + Paper

Automatic segmentation of brain tumor resections in intraoperative ultrasound images

François-Xavier Carton, Jack Noble, Matthieu Chabanas

Proceedings Volume 10951, 109510U (2019) https://doi.org/10.1117/12.2513613

KEYWORDS: Image segmentation, Ultrasonography, Brain, Magnetic resonance imaging, Neuroimaging, Tumors, Image registration, Tissues, Surgery, Feature extraction, Convolutional neural networks

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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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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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SPIE Journal Paper | 24 September 2018

Validation of automatic cochlear implant electrode localization techniques using μCTs

Yiyuan Zhao, Robert Labadie, Benoit Dawant, Jack Noble

JMI, Vol. 5, Issue 03, 035001, (September 2018) https://doi.org/10.1117/12.10.1117/1.JMI.5.3.035001

KEYWORDS: Electrodes, Computed tomography, Error analysis, Image processing, Surgery, Image analysis, Computer programming, Bone, Sensors, Nerve

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Proceedings Article | 13 March 2018 Presentation + Paper

Validation of cochlear implant electrode localization techniques

Yiyuan Zhao, Robert Labadie, Benoit Dawant, Jack Noble

Proceedings Volume 10576, 105761U (2018) https://doi.org/10.1117/12.2293759

KEYWORDS: Electrodes, Computed tomography, Error analysis, Surgery, Image analysis

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Proceedings Article | 2 March 2018 Paper

Automatic detection of the inner ears in head CT images using deep convolutional neural networks

Dongqing Zhang, Jack Noble, Benoit Dawant

Proceedings Volume 10574, 1057427 (2018) https://doi.org/10.1117/12.2293383

KEYWORDS: Ear, Computed tomography, Image processing, Convolutional neural networks, Electrodes, Feature extraction

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SPIE Journal Paper | 11 December 2017

Selecting electrode configurations for image-guided cochlear implant programming using template matching

Dongqing Zhang, Yiyuan Zhao, Jack Noble, Benoit Dawant

JMI, Vol. 5, Issue 02, 021202, (December 2017) https://doi.org/10.1117/12.10.1117/1.JMI.5.2.021202

KEYWORDS: Electrodes, Computer programming, Seaborgium, Visualization, Computed tomography, Automatic control, Medical imaging, Signal processing, Ear, Algorithm development

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SPIE Journal Paper | 8 December 2017

Localizing landmark sets in head CTs using random forests and a heuristic search algorithm for registration initialization

Dongqing Zhang, Yuan Liu, Jack Noble, Benoit Dawant

JMI, Vol. 4, Issue 04, 044007, (December 2017) https://doi.org/10.1117/12.10.1117/1.JMI.4.4.044007

KEYWORDS: Scanners, Computed tomography, Image registration, Image segmentation, Head, Ear, Electrodes, Computer programming, Error analysis, Bone

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SPIE Journal Paper | 16 November 2017

Cochlear implant phantom for evaluating computed tomography acquisition parameters

Srijata Chakravorti, Brian Bussey, Yiyuan Zhao, Benoit Dawant, Robert Labadie, Jack Noble

JMI, Vol. 4, Issue 04, 045002, (November 2017) https://doi.org/10.1117/12.10.1117/1.JMI.4.4.045002

KEYWORDS: Electrodes, Computed tomography, Error analysis, Image registration, Image resolution, Scanners, Ear, Skull, Image quality, Visualization

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SPIE Journal Paper | 14 November 2017

Automatic selection of landmarks in T1-weighted head MRI with regression forests for image registration initialization

Jianing Wang, Yuan Liu, Jack Noble, Benoit Dawant

JMI, Vol. 4, Issue 04, 044005, (November 2017) https://doi.org/10.1117/12.10.1117/1.JMI.4.4.044005

KEYWORDS: Image registration, Head, Magnetic resonance imaging, Brain, 3D image processing, Medical imaging, 3D modeling, Data modeling, Image segmentation, Neuroimaging

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SPIE Journal Paper | 14 June 2017

Evaluation of a high-resolution patient-specific model of the electrically stimulated cochlea

Ahmet Cakir, Robert Dwyer, Jack Noble

JMI, Vol. 4, Issue 02, 025003, (June 2017) https://doi.org/10.1117/12.10.1117/1.JMI.4.2.025003

KEYWORDS: Electrodes, Computed tomography, Medical devices, Sensors, Computer programming, Image processing, Image registration, Tissues

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SPIE Journal Paper | 5 June 2017

Resection planning for robotic acoustic neuroma surgery

Kepra McBrayer, George Wanna, Benoit Dawant, Ramya Balachandran, Robert Labadie, Jack Noble

JMI, Vol. 4, Issue 02, 025002, (June 2017) https://doi.org/10.1117/12.10.1117/1.JMI.4.2.025002

KEYWORDS: Surgery, Acoustics, Robotics, Bone, Ear, Image segmentation, Safety

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Proceedings Article | 3 March 2017 Presentation + Paper

A cochlear implant phantom for evaluating CT acquisition parameters

Srijata Chakravorti, Brian Bussey, Yiyuan Zhao, Benoit Dawant, Robert Labadie, Jack Noble

Proceedings Volume 10135, 101350N (2017) https://doi.org/10.1117/12.2255742

KEYWORDS: Electrodes, Computed tomography, Image resolution, CT reconstruction, Image acquisition, Scanners, Image segmentation, Image registration, Error analysis, Ear, Skull

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Proceedings Article | 3 March 2017 Presentation + Paper

Evaluation of a high-resolution patient-specific model of the electrically stimulated cochlea

Ahmet Cakir, Robert Dwyer, Jack Noble

Proceedings Volume 10135, 101350M (2017) https://doi.org/10.1117/12.2256005

KEYWORDS: Electrodes, Computed tomography, Computer programming, Image processing, Visualization, 3D modeling, Tissues, Electroluminescence, Ear, Image segmentation, Molybdenum, Computer simulations, In vivo imaging

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Proceedings Article | 3 March 2017 Presentation + Paper

Selecting electrode configurations for image-guided cochlear implant programming using template matching

Dongqing Zhang, Yiyuan Zhao, Jack Noble, Benoit Dawant

Proceedings Volume 10135, 101350Q (2017) https://doi.org/10.1117/12.2256000

KEYWORDS: Ear, Algorithm development, Electrodes, Cognitive informatics, Surgery, Computed tomography, Visualization, Seaborgium, Automatic control, Signal processing

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Proceedings Article | 24 February 2017 Paper

Automatic selection of landmarks in T1-weighted head MRI with regression forests for image registration initialization

Jianing Wang, Yuan Liu, Jack Noble, Benoit Dawant

Proceedings Volume 10133, 101332M (2017) https://doi.org/10.1117/12.2254769

KEYWORDS: Neuroimaging, Image registration, Head, Magnetic resonance imaging, Medical imaging, 3D image processing, Machine learning, Image segmentation, Brain, 3D modeling, Data modeling

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Proceedings Article | 24 February 2017 Presentation + Paper

Automatic localization of cochlear implant electrodes in CTs with a limited intensity range

Yiyuan Zhao, Benoit Dawant, Jack Noble

Proceedings Volume 10133, 101330T (2017) https://doi.org/10.1117/12.2254569

KEYWORDS: Surgery, Electrodes, Image processing, Image segmentation, Image analysis, Computed tomography, Image filtering, Seaborgium, Image enhancement, 3D modeling

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SPIE Journal Paper | 22 September 2016

Automatic selection of the active electrode set for image-guided cochlear implant programming

Yiyuan Zhao, Benoit Dawant, Jack Noble

JMI, Vol. 3, Issue 03, 035001, (September 2016) https://doi.org/10.1117/12.10.1117/1.JMI.3.3.035001

KEYWORDS: Automatic control, Electrodes, Computer programming, Seaborgium, Visualization, Manufacturing, Nerve, Signal processing, Surgery, Distance measurement

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Proceedings Article | 21 March 2016 Paper

Automatic localization of landmark sets in head CT images with regression forests for image registration initialization

Dongqing Zhang, Yuan Liu, Jack Noble, Benoit Dawant

Proceedings Volume 9784, 97841M (2016) https://doi.org/10.1117/12.2216925

KEYWORDS: Image registration, Detection and tracking algorithms, Head, Computed tomography, Ear, Image processing, Computer programming

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Proceedings Article | 18 March 2016 Paper

Resection planning for robotic acoustic neuroma surgery

Kepra McBrayer, George Wanna, Benoit Dawant, Ramya Balachandran, Robert Labadie, Jack Noble

Proceedings Volume 9786, 978608 (2016) https://doi.org/10.1117/12.2216867

KEYWORDS: Surgery, Robotics, Bone, Nerve, Ear, Image segmentation, Image registration, Skull

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Proceedings Article | 18 March 2016 Paper

Evaluation of a μCT-based electro-anatomical cochlear implant model

Ahmet Cakir, Benoit Dawant, Jack Noble

Proceedings Volume 9786, 97860M (2016) https://doi.org/10.1117/12.2217275

KEYWORDS: 3D modeling, Image processing, Electrodes, Tissues, Computed tomography, Computer programming, Bone, Nerve, In vivo imaging, Computer simulations, Nervous system

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Proceedings Article | 18 March 2015 Paper

Automatic electrode configuration selection for image-guided cochlear implant programming

Yiyuan Zhao, Benoit Dawant, Jack Noble

Proceedings Volume 9415, 94150K (2015) https://doi.org/10.1117/12.2081473

KEYWORDS: Electrodes, Seaborgium, Biomimetics, Computer programming, Nerve, Image analysis, Visualization, Signal processing, Databases, Surgery

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Proceedings Article | 21 March 2014 Paper

An artifact-robust, shape library-based algorithm for automatic segmentation of inner ear anatomy in post-cochlear-implantation CT

Fitsum Reda, Jack Noble, Robert Labadie, Benoit Dawant

Proceedings Volume 9034, 90342V (2014) https://doi.org/10.1117/12.2043260

KEYWORDS: Image segmentation, Ear, Electrodes, Image registration, Computed tomography, Seaborgium, Image processing, Autoregressive models, Computer programming, Algorithm development

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Proceedings Article | 12 March 2014 Paper

Cochlear implant simulator for surgical technique analysis

Rebecca Turok, Robert Labadie, George Wanna, Benoit Dawant, Jack Noble

Proceedings Volume 9036, 903619 (2014) https://doi.org/10.1117/12.2044205

KEYWORDS: Electrodes, Surgery, Computer simulations, Device simulation, Haptic technology, 3D visualizations, Nerve, Statistical analysis, Bone, Human-machine interfaces

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Proceedings Article | 19 March 2013 Paper

Overcoming nonlinear partial volume effects in known-component reconstruction of Cochlear implants

J. Stayman, H. Dang, Y. Otake, Wojciech Zbijewski, J. Noble, B. Dawant, R. Labadie, J. Carey, J. Siewerdsen

Proceedings Volume 8668, 86681L (2013) https://doi.org/10.1117/12.2007945

KEYWORDS: Sensors, Electrodes, Data modeling, Image registration, Spatial resolution, Model-based design, Signal attenuation, Visualization, Metals, Image resolution

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Proceedings Article | 15 March 2013 Paper

Image guidance could aid performance of atraumatic cochlear implantation surgical techniques

Jack Noble, Robert Labadie, George Wanna, Benoit Dawant

Proceedings Volume 8671, 86711T (2013) https://doi.org/10.1117/12.2007946

KEYWORDS: Surgery, Electrodes, Tissues, Natural surfaces, Microscopes, Optical spheres, Computer simulations, Bone, Array processing, Ear

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Proceedings Article | 8 March 2013 Paper

Automatic segmentation of intra-cochlear anatomy in post-implantation CT

Fitsum Reda, Benoit Dawant, Theodore McRackan, Robert Labadie, Jack Noble

Proceedings Volume 8671, 86710I (2013) https://doi.org/10.1117/12.2008098

KEYWORDS: Image segmentation, Ear, Electrodes, Computed tomography, Image registration, Algorithm development, Surgery, Computer programming, Gold, Nerve

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Proceedings Article | 24 February 2012 Paper

Segmentation of the optic tracts using graph-based techniques

Jack Noble, Pierre-François D'Haese, Benoit Dawant

Proceedings Volume 8314, 83144I (2012) https://doi.org/10.1117/12.912016

KEYWORDS: Image segmentation, Statistical modeling, Gemini Planet Imager, Surgery, Brain, Electrodes, Optimization (mathematics), Model-based design, Data modeling, Visualization

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Proceedings Article | 17 February 2012 Paper

A surgeon specific automatic path planning algorithm for deep brain stimulation

Yuan Liu, Benoit Dawant, Srivatsan Pallavaram, Joseph Neimat, Peter Konrad, Pierre-Francois D'Haese, Ryan Datteri, Bennett Landman, Jack Noble

Proceedings Volume 8316, 83161D (2012) https://doi.org/10.1117/12.911705

KEYWORDS: Surgery, Brain stimulation, Brain, Thalamus, Magnetic resonance imaging, Electrodes, Image segmentation, Neurological disorders, Detection and tracking algorithms, Interfaces

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Proceedings Article | 17 February 2012 Paper

Automatic pre- to intra-operative CT registration for image-guided cochlear implant surgery

Fitsum Reda, Benoit Dawant, Robert Labadie, Jack Noble

Proceedings Volume 8316, 83161E (2012) https://doi.org/10.1117/12.911803

KEYWORDS: Skull, Image registration, Bone, Image segmentation, Computed tomography, Surgery, Head, Tissues, Ear, Infrared imaging

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Proceedings Article | 17 February 2012 Paper

Variability of the temporal bone surface's topography: implications for otologic surgery

Jérémy Lecoeur, Jack Noble, Ramya Balachandran, Robert Labadie, Benoit Dawant

Proceedings Volume 8316, 83161B (2012) https://doi.org/10.1117/12.911373

KEYWORDS: Bone, Surgery, Ear, Skull, Computed tomography, Nerve, Visualization, Brain, Rigid registration, Blood vessels

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Proceedings Article | 14 February 2012 Paper

Segmentation of parotid glands in head and neck CT images using a constrained active shape model with landmark uncertainty

Antong Chen, Jack Noble, Kenneth Niermann, Matthew Deeley, Benoit Dawant

Proceedings Volume 8314, 83140P (2012) https://doi.org/10.1117/12.911534

KEYWORDS: Image segmentation, Head, Neck, Computed tomography, 3D modeling, Expectation maximization algorithms, Data modeling, Radiotherapy, Tissues, Distance measurement

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Proceedings Article | 12 March 2011 Paper

Model-based segmentation of the facial nerve and chorda tympani in pediatric CT scans

Fitsum Reda, Jack Noble, Alejandro Rivas, Robert Labadie, Benoit Dawant

Proceedings Volume 7962, 79622B (2011) https://doi.org/10.1117/12.877599

KEYWORDS: Nerve, Image segmentation, Ear, Computed tomography, Image registration, Data modeling, Head, Surgery, Statistical analysis, Skull

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Proceedings Article | 11 March 2011 Paper

Automatic identification of cochlear implant electrode arrays for post-operative assessment

Jack Noble, Theodore Schuman, Charles Wright, Robert Labadie, Benoit Dawant

Proceedings Volume 7962, 796217 (2011) https://doi.org/10.1117/12.878490

KEYWORDS: Electrodes, Image segmentation, Computed tomography, In vivo imaging, Image processing, Image registration, 3D modeling, Detection and tracking algorithms, Lead, Surgery

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Proceedings Article | 2 March 2011 Paper

Insertion of electrode array using percutaneous cochlear implantation technique: a cadaveric study

Ramya Balachandran, Jason Mitchell, Jack Noble, Daniel Schurzig, Grégoire Blachon, Theodore McRackan, Robert Webster, Benoit Dawant, J. Michael Fitzpatrick, Robert Labadie

Proceedings Volume 7964, 79641E (2011) https://doi.org/10.1117/12.878786

KEYWORDS: Electrodes, Computed tomography, Bone, Nerve, Surgery, Ear, Endoscopes, Skull, Scanners, Adaptive optics

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Proceedings Article | 6 March 2010 Paper

Modeling and segmentation of intra-cochlear anatomy in conventional CT

Jack Noble, Robert Rutherford, Robert Labadie, Omid Majdani, Benoit Dawant

Proceedings Volume 7623, 762302 (2010) https://doi.org/10.1117/12.844747

KEYWORDS: Surgery, Image segmentation, Electrodes, Image registration, Computed tomography, Data modeling, Statistical modeling, Visualization, Tissues, Head

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Proceedings Article | 27 March 2009 Paper

Automatic segmentation of the optic nerves and chiasm in CT and MR using the atlas-navigated optimal medial axis and deformable-model algorithm

Jack Noble, Benoit Dawant

Proceedings Volume 7259, 725916 (2009) https://doi.org/10.1117/12.810941

KEYWORDS: Image segmentation, Image registration, Radiation effects, Data modeling, Image processing, Magnetic resonance imaging, Computed tomography, Head, Optic nerve, Scanners

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Proceedings Article | 11 March 2008 Paper

Automatic segmentation of the facial nerve and chorda tympani using image registration and statistical priors

Jack Noble, Frank Warren, Robert Labadie, Benoit Dawant

Proceedings Volume 6914, 69140P (2008) https://doi.org/10.1117/12.772034

KEYWORDS: Nerve, Image segmentation, Ear, Surgery, Image registration, Computed tomography, Image processing algorithms and systems, Skull, Data modeling, Electrodes

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Proceedings Article | 22 March 2007 Paper

Planning a safe drilling path for cochlear implantation surgery using image registration techniques

Hasan Al-Marzouqi, Jack Noble, Frank Warren, Robert Labadie, J. Michael Fitzpatrick, Benoit Dawant

Proceedings Volume 6509, 650933 (2007) https://doi.org/10.1117/12.710672

KEYWORDS: Ear, Image registration, Surgery, Image segmentation, Nerve, Computed tomography, Skull, Control systems, Algorithm development, Image processing algorithms and systems

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