Publication

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2022
Liu X-P, Jin X, Ahmadian SSeyed, Yang X, Tian S-F, Cai Y-X, Chawla K, Snijders AM, Xia Y, van Diest PJ et al..  2022.  Clinical Significance and Molecular Annotation of Cellular Morphometric Subtypes in Lower Grade Gliomas discovered by Machine Learning.. Neuro Oncol.
Jiménez-Sánchez D, Ariz M, Chang H, Matias-Guiu X, de Andrea CE, Ortiz-de-Solórzano C.  2022.  NaroNet: Discovery of tumor microenvironment elements from highly multiplexed images.. Med Image Anal. 78:102384.
2012
Loss LA, Bebis G, Chang H, Auer M, Sarkar P, Parvin B.  2012.  Automatic segmentation and quantification of filamentous structures in electron tomography. {ACM} International Conference on Bioinformatics, Computational Biology and Biomedicine, BCB’ 12, Orlando, FL, {USA} - October 08 - 10, 2012.
Loss LA, Chang H, Sarkar P, Auer M, Parvin B.  2012.  Detection of 3D filamentous networks from tomographic electron microscopy. 9th {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings.
Nath S, Spencer VA, Han J, Chang H, Zhang K, Fontenay GV, Anderson C, Hyman JM, Nilsen-Hamilton M, Chang Y-T et al..  2012.  Identification of fluorescent compounds with non-specific binding property via high throughput live cell microscopy. PLoS One. 7:e28802.
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
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, 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.
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
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.
2007
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.