Dr. Xiaoyun Yang Profile

Dr. Xiaoyun Yang

Scientific R&D Engineer at Medicsight PLC

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Author

Publications (5)

Proceedings Article | 9 March 2010 Paper

Feature selection for computer-aided polyp detection using MRMR

Xiaoyun Yang, Boray Tek, Gareth Beddoe, Greg Slabaugh

Proceedings Volume 7624, 76241B (2010) https://doi.org/10.1117/12.844165

KEYWORDS: Feature selection, Feature extraction, Computer aided design, Colon, Data modeling, Computer aided diagnosis and therapy, Information theory, Colorectal cancer, Image segmentation

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Proceedings Article | 17 March 2008 Paper

Simultaneous feature selection and classification based on genetic algorithms: an application to colonic polyp detection

Yalin Zheng, Xiaoyun Yang, Musib Siddique, Gareth Beddoe

Proceedings Volume 6915, 69150E (2008) https://doi.org/10.1117/12.770561

KEYWORDS: Gallium, Feature selection, Genetic algorithms, Feature extraction, Colon, Computer aided diagnosis and therapy, Computer aided design, Artificial neural networks, Databases, Medical imaging

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Proceedings Article | 17 March 2008 Paper

Reduction of false positives by extracting fuzzy rules from data for polyp detection in CTC scans

Musib Siddique, Yalin Zheng, Xiaoyun Yang, Gareth Beddoe

Proceedings Volume 6915, 69150S (2008) https://doi.org/10.1117/12.770578

KEYWORDS: Fuzzy logic, Colon, Image segmentation, Fuzzy systems, Data centers, Data modeling, Feature extraction, Computed tomography, Computer aided diagnosis and therapy, Colorectal cancer

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Proceedings Article | 17 March 2008 Paper

Learning from imbalanced data: a comparative study for colon CAD

Xiaoyun Yang, Yalin Zheng, Musib Siddique, Gareth Beddoe

Proceedings Volume 6915, 69150R (2008) https://doi.org/10.1117/12.770630

KEYWORDS: Colon, Data modeling, Computer aided diagnosis and therapy, Colorectal cancer, Computer aided design, Computed tomography, Virtual colonoscopy, Image segmentation, Solid modeling, Systems modeling

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Proceedings Article | 26 March 2007 Paper

Fully automatic segmentation of liver from multiphase liver CT

Yalin Zheng, Xiaoyun Yang, Xujiong Ye, Xinyu Lin

Proceedings Volume 6512, 65122X (2007) https://doi.org/10.1117/12.709711

KEYWORDS: Liver, Image segmentation, Computed tomography, Diffusion, Liver cancer, Algorithm development, Binary data, Abdomen, Image processing algorithms and systems, Computer aided diagnosis and therapy

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