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Dr. Xi Liang
Advanced Analytics Specialist at McKinsey & Co
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Author
Publications (4)
SPIE Journal Paper | 11 September 2015
Automatic classification framework for ventricular septal defects: a pilot study on high-throughput mouse embryo cardiac phenotyping
Zhongliu Xie, Xi Liang, Liucheng Guo, Asanobu Kitamoto, Masaru Tamura, Toshihiko Shiroishi, Duncan Gillies
JMI, Vol. 2, Issue 04, 041003, (September 2015) https://doi.org/10.1117/12.10.1117/1.JMI.2.4.041003
KEYWORDS: Image segmentation, Heart, Image registration, Image processing, Blood, Image classification, Pathology, Databases, 3D image processing, Data acquisition
Proceedings Article | 20 March 2015 Paper
Towards high-throughput mouse embryonic phenotyping: a novel approach to classifying ventricular septal defects
Xi Liang, Zhongliu Xie, Masaru Tamura, Toshihiko Shiroishi, Asanobu Kitamoto
Proceedings Volume 9413, 94131V (2015) https://doi.org/10.1117/12.2081148
KEYWORDS: Image segmentation, Heart, Blood, Image processing, Image registration, Liquids, Databases, Genetics, Biological research, Analytics
Proceedings Article | 20 March 2015 Paper
Multi-atlas based segmentation of multiple organs in breast MRI
Xi Liang, Suman Sedai, Hongzhi Wang, Sisi Liang, Naveed Hashmi, Patrick Mcneillie, Sharbell Hashoul
Proceedings Volume 9413, 94133R (2015) https://doi.org/10.1117/12.2081127
KEYWORDS: Breast, Image segmentation, Image fusion, Magnetic resonance imaging, Chest, Heart, Image registration, Tissues, Medical imaging, Image analysis
Proceedings Article | 20 March 2015 Paper
Automated lesion detection in dynamic contrast enhanced magnetic resonance imaging of breast
Xi Liang, Romamohanarao Kotagiri, Helen Frazer, Qing Yang
Proceedings Volume 9414, 94141X (2015) https://doi.org/10.1117/12.2076234
KEYWORDS: Breast, Tissues, Magnetic resonance imaging, Image enhancement, Resonance enhancement, Image filtering, Feature extraction, Computing systems, Binary data, Computer aided diagnosis and therapy
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