Dr. Dongqing Zhang Profile

Dr. Dongqing Zhang

Software Engineer

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Publications (10)

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 | 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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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 | 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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Proceedings Article | 2 March 2018 Presentation + Paper

Segmentation of left ventricle myocardium in porcine cardiac cine MR images using a hybrid of fully convolutional neural networks and convolutional LSTM

Dongqing Zhang, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen

Proceedings Volume 10574, 105740A (2018) https://doi.org/10.1117/12.2293984

KEYWORDS: Image segmentation, Convolutional neural networks, Magnetic resonance imaging, Neural networks, Feature extraction, Machine learning, Pattern recognition

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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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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 | 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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Showing 5 of 10 publications

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