Publications

Journal papers

[1] Yubo Fan, Dongqing Zhang, Rueben Banalagay, Jianing Wang, Jack H. Noble, Benoit M. Dawant, "Hybrid active shape and deep learning method for accurate and robust segmentation of intracochlear anatomy in clinical head CT and CBCT images," J. Med. Imag. 8(6), 064002 (2021).

[2] Dongqing Zhang, Jianing Wang, Jack H. Noble, Benoit M. Dawant, "HeadLocNet: Deep convolutional neural networks for accurate classification and multi-landmark localization of head CTs" Medical Image Analysis. 61, 101659 (2020).

[3] Dongqing Zhang, Yiyuan Zhao, Jack H. Noble, Benoit M. Dawant, "Electrode configuration selection for image-guided cochlear implant programming using template matching," Journal of Medical Imaging. 5(2), 021202 (2018).

[4] Dongqing Zhang, Yuan Liu, Jack H. Noble, Benoit M. Dawant, "Localizing landmark sets in head CTs using random forests and a heuristic search algorithm for registration initialization," Journal of Medical Imaging. 4(4), 044007 (2017).

[5] Loris Fichera, Neal P. Dillon, Dongqing Zhang, Isuru S. Godage, Michael A Siebold, Bryan Hartley, Jack H. Noble, Paul T. Russell, Robert F. Labadie, Robert J. Webster III, "Through the Eustachian Tube and Beyond: A New Miniature Robotic Endoscope to See Into The Middle Ear", IEEE Robotics and Automation Letters 2.3 (2017): 1488-1494.

[6] Marc L. Bennett, Dongqing Zhang, Robert L. Labadie, Jack H. Noble, "Comparison of middle ear visualization with endoscopy and microscopy", Otology & Neurotology, 37.4 (2016), 362-366.

[7] Timothy J. Davis, Dongqing Zhang, Rene H. Gifford, Benoit M. Dawant, Robert F. Labadie, Jack H. Noble, "Relationship between electrode-to-modiolus distance and current levels for adults with cochlear implants", Otology & Neurotology 37.1 (2016): 31-37

[8] George B. Wanna, Jack H. Noble, Rene H. Gifford, Alejandro Rivas, Mary S. Dietrich, Alex D. Sweeney, Dongqing Zhang, Benoit M. Dawant, Robert F. Labadie, "Impact of Instrascalar Electrode Location, Electrode Type, and Augular Insertion Depth on Residual Hearing in Cochlear Patients", Otology & Neurotology 36.8 (2015): 1343-1348

Conference papers

[1] Yubo Fan, Dongqing Zhang, Jianing Wang, Jack Noble, Benoit Dawant, "Combining model-and deep-learning-based methods for the accurate and robust segmentation of the intra-cochlear anatomy in clinical head CT images". SPIE Medical Imaging 2020, Houston, USA.

[2] Minh Vu, Rueben Banalagay, Dongqing Zhang, Alejandro Rivas, Loris Fichera, Robert Webster, Robert Labadie, Jack Noble, "Analysis of Middle Ear Morphology for Design of a Transnasal Endoscope". SPIE Medical Imaging 2019, San Diego, USA

[3] Dongqing Zhang, Rueben Banalagay, Jianing Wang, Yiyuan Zhao, Jack Noble and Benoit Dawant, "Two-level Training of a 3d U-Net for Accurate Segmentation of the Intra-cochlear Anatomy in Head CT with Limited Ground Truth Training Data", SPIE Medical Imaging 2019, San Diego, USA.

[4] Dongqing Zhang, Jianing Wang, Jack H. Noble and Benoit M. Dawant, "Accurate detection of inner ears in head CTs using a deep volume-to-volume regression network with false positive suppression and a shape-based constraint", Proceedings of the International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI) 2018, (Spotlight oral presentation).

[5] Dongqing Zhang, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen, "A multi-level convolutional LSTM model for the segmentation of left ventricle myocardium in infarcted porcine cine MR images", Proceedings of the 2018 IEEE International Symposium on Biomedical Imaging (ISBI). Washington D.C. USA (oral presentation).

[6] Dongqing Zhang, Jack H. Noble and Benoit M. Dawant, "Automatic detection of the inner ears in head CT images using deep convolutional neural networks", Proceedings of SPIE Medical Imaging Conference 2017, Houston, TX, Feb. 2017

[7] Dongqing Zhang, Ilknur Icke, Belma Dogdas, Sarayu Parimal, Smita Sampath, Joseph Forbes, Ansuman Bagchi, Chih-Liang Chin, Antong Chen, "Segmentation of left ventricle myocardium in porcine cardiac cine MR images using a hybrid of fully convolutional neural network and convolutional LSTM", Proceedins of SPIE Medical Imaging Conference 2017, Houston, TX, Feb. 2017 (oral presentation).

[8] Dongqing Zhang, Yiyuan Zhao, Jack H. Noble and Benoit M. Dawant, "Selecting electrode configurations for image-guided cochlear implant programming using template matching", Proceedings of SPIE Medical Imaging Conference. Orlando, FL, Feb. 2017, (oral presentation)

[9] Dongqing Zhang, Yuan Liu, Jack H. Noble, Benoit M. Dawant, "Automatic localization of landmark sets in head CT images with regression forests for image registration initialization", Proceedings of SPIE Medical Imaging Conference. San Diego, CA, Feb. 2016, (oral presentation)

[10] Dongqing Zhang, Marc L. Bennett, Robert F. Labadie, and Jack H. Noble, "Simulation of trans-nasal endoscopy of the middle ear for visualization of cholesteatoma", Proceedings of the 2015 IEEE International Symposium on Biomedical Imaging (ISBI). New York City, USA

Patents

[1] "Multi-level convolutional LSTM model for the segmentation of mr image". Antong Chen, Dongqing Zhang, Ilknur Icke, Belma Dogdas, Sarayu Parimal. US Patent 11,030,750.