Dr. Xiang Zhou Profile

Dr. Xiang Zhou

Co-CEO at Shanghai United Imaging Intelligence Co., Ltd

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Author

Publications (20)

Proceedings Article | 13 March 2019 Presentation + Paper

Automatic MR kidney segmentation for autosomal dominant polycystic kidney disease

Yaozong Gao, Yiyi Ma, Guangrui Mu, Miaofei Han, Yiqiang Zhan, Xiang Zhou

Proceedings Volume 10950, 109500X (2019) https://doi.org/10.1117/12.2512372

KEYWORDS: Kidney, Image segmentation, Magnetic resonance imaging, Image resolution, Network architectures, Medical imaging, Convolution, 3D image processing, Convolutional neural networks

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Proceedings Article | 13 March 2019 Paper

Spatial and depth weighted neural network for diagnosis of Alzheimer’s disease

Quan Huo, Yiqiang Zhan, Xiang Sean Zhou, Qingfeng Li, Feng Shi, Xiaodan Xing

Proceedings Volume 10950, 1095028 (2019) https://doi.org/10.1117/12.2512645

KEYWORDS: Feature extraction, Neural networks, Machine learning, Alzheimer's disease, Convolution, Brain, Magnetic resonance imaging, Neuroimaging, Performance modeling, Image classification

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Proceedings Article | 8 March 2019 Presentation + Paper

Large-scale evaluation of V-Net for organ segmentation in image guided radiation therapy

Yaozong Gao, Miaofei Han, Yu Zhang, Yiqiang Zhan, Xiang Zhou, Qiangqiang Zhou, Chengcheng Rong

Proceedings Volume 10951, 109510O (2019) https://doi.org/10.1117/12.2512318

KEYWORDS: Image segmentation, 3D image processing, Computed tomography, Bladder, Liver, Image processing, Convolution, Image guided radiation therapy, Medical imaging

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Proceedings Article | 3 March 2017 Paper

Automatic lumbar spine measurement in CT images

Shu Liao, Yunxiang Mao, Dong Zheng, Zhigang Peng, Ruyi Yan, Junhua Liu, Zhongxing Dong, Liyan Gong, Xiang Sean Zhou, Yiqiang Zhan, Jun Fei

Proceedings Volume 10134, 1013446 (2017) https://doi.org/10.1117/12.2254460

KEYWORDS: Spine, Computed tomography, Image segmentation, Surgery, Image processing algorithms and systems, Analytics, Clinical research, Machine learning, Sensors, Detection and tracking algorithms, Bone, Minerals, 3D modeling

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Proceedings Article | 24 February 2017 Presentation + Paper

Real time coarse orientation detection in MR scans using multi-planar deep convolutional neural networks

Parmeet Bhatia, Fitsum Reda, Martin Harder, Yiqiang Zhan, Xiang Sean Zhou

Proceedings Volume 10133, 1013303 (2017) https://doi.org/10.1117/12.2254647

KEYWORDS: Convolutional neural networks, Detection and tracking algorithms, Neural networks, Image processing algorithms and systems, Medical imaging, Image segmentation, Magnetic resonance imaging, Convolution, Image registration, Target detection, 3D scanning, Visualization

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Proceedings Article | 21 March 2014 Paper

Sparse appearance model-based algorithm for automatic segmentation and identification of articulated hand bones

Fitsum Reda, Zhigang Peng, Gerardo Hermosillo, Shu Liao, Yoshihisa Shinagawa, Yiqiang Zhan, Xiang Sean Zhou

Proceedings Volume 9034, 90341O (2014) https://doi.org/10.1117/12.2043262

KEYWORDS: Bone, Image segmentation, Statistical modeling, Computed tomography, Solid modeling, Mathematical modeling, Medical imaging applications, Magnetic resonance imaging, Distance measurement, Electrical engineering

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Proceedings Article | 21 March 2014 Paper

Multi-view learning based robust collimation detection in digital radiographs

Hongda Mao, Zhigang Peng, Frank Dennerlein, Yoshihisa Shinagawa, Yiqiang Zhan, Xiang Sean Zhou

Proceedings Volume 9034, 903421 (2014) https://doi.org/10.1117/12.2043818

KEYWORDS: Collimation, Corner detection, Sensors, Detection and tracking algorithms, Radiography, X-rays, Image fusion, X-ray imaging, Databases, Algorithm development

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Proceedings Article | 28 February 2009 Paper

Robust algorithms for anatomic plane primitive detection in MR

Xiang Sean Zhou, Maneesh Dewan, Yiqiang Zhan, Zhigang Peng

Proceedings Volume 7260, 72601C (2009) https://doi.org/10.1117/12.813735

KEYWORDS: Detection and tracking algorithms, Medical imaging, Brain, Spine, Magnetic resonance imaging, 3D applications, Neuroimaging, Data analysis, 3D image processing, Imaging systems

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Proceedings Article | 28 February 2009 Paper

Robust anatomy detection from CT topograms

Xiang Sean Zhou, Arun Krishnan, Zhigang Peng, Yiqiang Zhan

Proceedings Volume 7260, 72603X (2009) https://doi.org/10.1117/12.813689

KEYWORDS: Heart, Lung, Computed tomography, Liver, Detection and tracking algorithms, Sensors, Abdomen, Statistical modeling, Tolerancing, 3D acquisition

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Proceedings Article | 28 February 2009 Paper

An adaptive knowledge-driven medical image search engine for interactive diffuse parenchymal lung disease quantification

Jinbo Bi, Matthias Wolf, Anna Jerebkoa, Arun Krishnana, Yimo Tao, Xiang Sean Zhou, Marcos Salganicoff

Proceedings Volume 7260, 726007 (2009) https://doi.org/10.1117/12.813848

KEYWORDS: Computed tomography, Tissues, Binary data, Lung, Emphysema, Feature extraction, Feature selection, Medical imaging, CAD systems, Computer aided diagnosis and therapy

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Proceedings Article | 17 March 2008 Paper

An information theoretic view of the scheduling problem in whole-body CAD

Xiang Sean Zhou, Yiqiang Zhan, Arun Krishnan

Proceedings Volume 6915, 691515 (2008) https://doi.org/10.1117/12.770922

KEYWORDS: Head, Computer aided design, Computer aided diagnosis and therapy, CAD systems, Computed tomography, Information theory, Kidney, Sensors, Lymphatic system, Solid modeling

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Proceedings Article | 17 March 2008 Paper

Joint detection and localization of multiple anatomical landmarks through learning

Mert Dikmen, Xiang Sean Zhou, Yiqiang Zhan

Proceedings Volume 6915, 691538 (2008) https://doi.org/10.1117/12.770914

KEYWORDS: Sensors, Medical imaging, Image registration, Computed tomography, Head, Kidney, Image segmentation, Chest, Visualization, Magnetic resonance imaging

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Proceedings Article | 30 March 2007 Paper

Statistical image quantification toward optimal scan fusion and change quantification

Vaclav Potesil, Xiang Sean Zhou

Proceedings Volume 6514, 651412 (2007) https://doi.org/10.1117/12.710320

KEYWORDS: Anisotropy, Monte Carlo methods, Error analysis, Image fusion, Data fusion, Statistical analysis, Magnetic resonance imaging, Imaging systems, Medical imaging, Image resolution

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Proceedings Article | 30 March 2007 Paper

Automated tumor delineation using joint PET/CT information

Xiaolei Huang, Vaclav Potesil, Xiang Sean Zhou

Proceedings Volume 6514, 65142Y (2007) https://doi.org/10.1117/12.710216

KEYWORDS: Positron emission tomography, Tumors, Image segmentation, Computed tomography, Tissues, Liver, Lung, Diagnostics, Signal attenuation, Computer aided diagnosis and therapy

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Proceedings Article | 12 May 2004 Paper

Comparative study of dissimilarity measures for histogram-based tracking in echocardiography

Dorin Comaniciu, Xiang Zhou, Etienne Mangonaux

Proceedings Volume 5370, (2004) https://doi.org/10.1117/12.536037

KEYWORDS: Echocardiography, Principal component analysis, Heart, Optical flow, Image retrieval, Motion models, Particle filters, Visual process modeling, Roads, Databases

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Proceedings Article | 11 October 2000 Paper

Generalized relevance feedback scheme for image retrieval

Thomas Huang, Xiang Zhou

Proceedings Volume 4210, (2000) https://doi.org/10.1117/12.403820

KEYWORDS: Image retrieval, Content based image retrieval, Statistical analysis, Databases

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Proceedings Article | 11 October 2000 Paper

Image classification using a set of labeled and unlabeled images

Milind Naphade, Xiang Zhou, Thomas Huang

Proceedings Volume 4210, (2000) https://doi.org/10.1117/12.403809

KEYWORDS: Image classification, Expectation maximization algorithms, Pattern recognition

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Proceedings Article | 19 April 2000 Paper

CBIR: from low-level features to high-level semantics

Xiang Zhou, Thomas Huang

Proceedings Volume 3974, (2000) https://doi.org/10.1117/12.382975

KEYWORDS: Databases, Image processing, Feature extraction, Intelligence systems, Detection and tracking algorithms, Content based image retrieval, Image retrieval, Multimedia, Video, Computer simulations

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SPIE Journal Paper | 1 January 2000

Calibration, parameter estimation, and accuracy enhancement of a 4DI camera turntable system

Xiang Zhou, Ruihua Yin, Wenjian Wang, Xiaogu Wu, William Wee

OE, Vol. 39, Issue 01, (January 2000) https://doi.org/10.1117/12.10.1117/1.602348

KEYWORDS: Cameras, Calibration, Imaging systems, 3D image processing, Data processing, Ranging, Error analysis, Data acquisition, 3D metrology, Sensing systems

Proceedings Article | 8 July 1998 Paper

Adaptive-order statistic filters for noise characterization and suppression using noisy reference

Xiang Zhou, William Wee

Proceedings Volume 3389, (1998) https://doi.org/10.1117/12.316544

KEYWORDS: Digital filtering, Image filtering, Filtering (signal processing), 3D image processing, Image processing, Algorithm development, Computed tomography, Signal processing, Chemical elements, Optical filters

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Showing 5 of 20 publications

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