Liang Shan

Ph.D. in Computer Science

Liang Shan developed various approaches for the analysis of cartilage changes in osteoarthritis; with a particular emphasis on multi-atlas segmentation, longitudinal analysis, and convex segmentation approaches. She is currently a software engineer at Google.

Education

PhD in Computer Science, 2014

UNC Chapel Hill

Latest

Chao Huang, Liang Shan, Cecil Charles, Wolfgang Wirth, Marc Niethammer, Hongtu Zhu (2015). Diseased Region Detection of Longitudinal Knee Magnetic Resonance Imaging Data. IEEE Trans. Medical Imaging.
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Liang Shan, Christopher Zach, Cecil Charles, Marc Niethammer (2014). Automatic atlas-based three-label cartilage segmentation from MR knee images. Medical Image Anal..
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Liang Shan (2014). Automatic Localized Analysis of Longitudinal Cartilage Changes.
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Liang Shan (2014). Automatic localized analysis of longitudinal cartilage changes.
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Chao Huang, Liang Shan, Cecil Charles, Marc Niethammer, Hongtu Zhu (2013). Diseased Region Detection of Longitudinal Knee MRI Data. Information Processing in Medical Imaging - 23rd International Conference, IPMI 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings.
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Liang Shan, Cecil Charles, Marc Niethammer (2013). Longitudinal three-label segmentation of knee cartilage. 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2013, 7-11 April, 2013, San Francisco, CA, USA, Proceedings.
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Liang Shan, Cecil Charles, Marc Niethammer (2012). Automatic atlas-based three-label cartilage segmentation from MR knee images. 2012 IEEE Workshop on Mathematical Methods in Biomedical Image Analysis, MMBIA 2012, Breckenridge, CO, USA, January 9-10, 2012.
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Liang Shan, Cecil Charles, Marc Niethammer (2012). Automatic multi-atlas-based cartilage segmentation from knee MR images. 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2012, May 2-5, 2012, Barcelona, Spain, Proceedings.
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Liang Shan, Christopher Zach, Martin Styner, Cecil Charles, Marc Niethammer (2010). Automatic bone segmentation and alignment from MR knee images. Medical Imaging 2010: Image Processing, San Diego, California, USA, February 14-16, 2010.
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Liang Shan, Christopher Zach, Marc Niethammer (2010). Automatic three-label bone segmentation from knee MR images. Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April, 2010.
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Christopher Zach, Liang Shan, Marc Niethammer (2009). Globally Optimal Finsler Active Contours. Pattern Recognition, 31st DAGM Symposium, Jena, Germany, September 9-11, 2009. Proceedings.
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