Hang Chang

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2012
Chang H, Han J, Spellman PT, Parvin B.  2012.  Multireference Level Set for the Characterization of Nuclear Morphology in Glioblastoma Multiforme. {IEEE} Trans. Biomed. Engineering. 59:3460–3467.
2011
Han J, Chang H, Loss LA, Zhang K, Baehner FL, Gray JW, Spellman PT, Parvin B.  2011.  Comparison of sparse coding and kernel methods for histopathological classification of gliobastoma multiforme. Proceedings of the 8th {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, {ISBI} 2011, March 30 - April 2, 2011, Chicago, Illinois, {USA}.
Chang H, Fontenay G, Han J, Cong G, Baehner FL, Gray JW, Spellman PT, Parvin B.  2011.  Morphometic analysis of TCGA glioblastoma multiforme. {BMC} Bioinformatics. 12:484.
Han J, Chang H, Yang Q, Fontenay G, Groesser T, M Barcellos-Hoff H, Parvin B.  2011.  Multiscale iterative voting for differential analysis of stress response for 2D and 3D cell culture models. J Microsc. 241:315-26.
Groesser T, Chang H, Fontenay G, Chen J, Costes SV, Barcellos-Hoff MHelen, Parvin B, Rydberg B.  2011.  Persistence of γ-H2AX and 53BP1 foci in proliferating and non-proliferating human mammary epithelial cells after exposure to γ-rays or iron ions. Int J Radiat Biol. 87:696-710.
2010
Rejniak KA, Wang SE, Bryce NS, Chang H, Parvin B, Jourquin J, Estrada L, Gray JW, Arteaga CL, Weaver AM et al..  2010.  Linking changes in epithelial morphogenesis to cancer mutations using computational modeling. PLoS Comput Biol. 6
Han J, Chang H, Giricz O, Lee GY, Baehner FL, Gray JW, Bissell MJ, Kenny PA, Parvin B.  2010.  Molecular predictors of 3D morphogenesis by breast cancer cell lines in 3D culture. PLoS Comput Biol. 6:e1000684.
Han J, Chang H, Andarawewa K, Yaswen P, Barcellos-Hoff MHelen, Parvin B.  2010.  Multidimensional profiling of cell surface proteins and nuclear markers. IEEE/ACM Trans Comput Biol Bioinform. 7:80-90.
Chang H, Parvin B.  2010.  Multiphase level set for automated delineation of membrane-bound macromolecules. Proceedings of the 2010 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April, 2010.
2009
Wen Q, Chang H, Parvin B.  2009.  A Delaunay Triangulation Approach for Segmenting Clumps of Nuclei. Proceedings of the 2009 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009.
Chang H, DeFilippis RAnna, Tlsty TD, Parvin B.  2009.  Graphical methods for quantifying macromolecules through bright field imaging. Bioinformatics. 25:1070–1075.
Han J, Chang H, Fontenay G, Wang NJ, Gray JW, Parvin B.  2009.  Morphometric Subtyping for a Panel of Breast Cancer Cell Lines. Proceedings of the 2009 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009.
Chang H, Auer M, Parvin B.  2009.  Structural Annotation of EM Images by Graph Cut. Proceedings of the 2009 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009.
2008
Chang H, Yang Q, Parvin B.  2008.  A Bayesian approach for image segmentation with shape priors. 2008 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}.
Han J, Chang H, Andarawewa KL, Yaswen P, Barcellos-Hoff MHelen, Parvin B.  2008.  Integrated profiling of cell surface protein and nuclear marker for discriminant analysis. Proceedings of the 2008 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Paris, France, May 14-17, 2008.
Chang H, DeFilippis RAnna, Tlsty TD, Parvin B.  2008.  Scoring histological sections through immunohistochemistry. Proceedings of the 2008 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Paris, France, May 14-17, 2008.
2007
Parvin B, Yang Q, Han J, Chang H, Rydberg B, Barcellos-Hoff MHelen.  2007.  Iterative Voting for Inference of Structural Saliency and Characterization of Subcellular Events. {IEEE} Trans. Image Processing. 16:615–623.
Chang H, Yang Q, Auer M, Parvin B.  2007.  Modeling of Front Evolution with Graph Cut Optimization. Proceedings of the International Conference on Image Processing, {ICIP} 2007, September 16-19, 2007, San Antonio, Texas, {USA}.
Chang H, Andarawewa KL, Han J, Barcellos-Hoff MHelen, Parvin B.  2007.  Perceptual Grouping of Membrane Signals in Cell-Based Assays. Proceedings of the 2007 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Washington, DC, USA, April 12-16, 2007.
Chang H, Park C, Parvin B.  2007.  Quantitative Representation of Three-dimensional Cell Culture Models. Proceedings of the 2007 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Washington, DC, USA, April 12-16, 2007.
Chang H, Yang Q, Parvin B.  2007.  Segmentation of heterogeneous blob objects through voting and level set formulation. Pattern Recognition Letters. 28:1781–1787.
Han J, Chang H, Yang Q, Barcellos-Hoff MHelen, Parvin B.  2007.  Segmentation of Mammosphere Structures from Volumetric Data. Proceedings of the 2007 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Washington, DC, USA, April 12-16, 2007.
2006
Han J, Chang H, Yang Q, Barcellos-Hoff MHelen, Parvin B.  2006.  3D Segmentation of Mammospheres for Localization Studies. Advances in Visual Computing, Second International Symposium, {ISVC} 2006, Lake Tahoe, NV, USA, November 6-8, 2006 Proceedings, Part {I}.
Chang H, Yang Q, Pan C.  2006.  An Iterative Bayesian Approach for Digital Matting. 18th International Conference on Pattern Recognition {(ICPR} 2006), 20-24 August 2006, Hong Kong, China.
Chang H, Parvin B.  2006.  Segmentation of Three Dimensional Cell Culture Models from a Single Focal Plane. Advances in Visual Computing, Second International Symposium, {ISVC} 2006 Lake Tahoe, NV, USA, November 6-8, 2006. Proceedings, Part {II}.

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