@conference {314,
	title = {Integrative Analysis of Cellular Morphometric Context Reveals Clinically Relevant Signatures in Lower Grade Glioma},
	booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI} 2016 - 19th International Conference, Athens, Greece, October 17-21, 2016, Proceedings, Part {I}},
	year = {2016},
	doi = {10.1007/978-3-319-46720-7_9},
	url = {http://dx.doi.org/10.1007/978-3-319-46720-7_9},
	author = {Ju Han and Yunfu Wang and Weidong Cai and Alexander Borowsky and Bahram Parvin and Hang Chang}
}
@article {22,
	title = {Coupled segmentation of nuclear and membrane-bound macromolecules through voting and multiphase level set},
	journal = {Pattern Recognition},
	volume = {48},
	year = {2015},
	pages = {882{\textendash}893},
	doi = {10.1016/j.patcog.2014.10.005},
	url = {http://dx.doi.org/10.1016/j.patcog.2014.10.005},
	author = {Hang Chang and Quan Wen and Bahram Parvin}
}
@article {89,
	title = {Diagnostic and prognostic histopathology system using morphometric indices},
	number = {13/886,213},
	year = {2015},
	month = {05/2015},
	chapter = {9031306},
	author = {Bahram Parvin and Hang Chang and Ju Han and Gerald Fontenay}
}
@conference {24,
	title = {Nuclei segmentation via sparsity constrained convolutional regression},
	booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI} 2015, Brooklyn, NY, USA, April 16-19, 2015},
	year = {2015},
	doi = {10.1109/ISBI.2015.7164109},
	url = {http://dx.doi.org/10.1109/ISBI.2015.7164109},
	author = {Yin Zhou and Hang Chang and Kenneth E. Barner and Bahram Parvin}
}
@conference {23,
	title = {Predictive sparse morphometric context for classification of histology sections},
	booktitle = {12th {IEEE} International Symposium on Biomedical Imaging, {ISBI} 2015, Brooklyn, NY, USA, April 16-19, 2015},
	year = {2015},
	doi = {10.1109/ISBI.2015.7164040},
	url = {http://dx.doi.org/10.1109/ISBI.2015.7164040},
	author = {Hang Chang and Paul T. Spellman and Bahram Parvin}
}
@inbook {288,
	title = {Quantification of the Dynamics of DNA Repair to Ionizing Radiation via Colocalization of 53BP1 and {\^I}{\textthreesuperior}H2AX},
	booktitle = {Video Bioinformatics: From Live Imaging to Knowledge},
	year = {2015},
	publisher = {Springer},
	organization = {Springer},
	isbn = {978-3-319-23723-7},
	doi = {10.1007/978-3-319-23724-4},
	author = {Groesser, Torsten and Fontenay, Gerald V. and Ju Han and Hang Chang and Janice Pluth and Bahram Parvin},
	editor = {Bir Bhanu and Prue Talbot}
}
@article {19,
	title = {Stacked Predictive Sparse Decomposition for Classification of Histology Sections},
	journal = {International Journal of Computer Vision},
	volume = {113},
	year = {2015},
	pages = {3{\textendash}18},
	doi = {10.1007/s11263-014-0790-9},
	url = {http://dx.doi.org/10.1007/s11263-014-0790-9},
	author = {Hang Chang and Yin Zhou and Alexander Borowsky and Kenneth E. Barner and Paul T. Spellman and Bahram Parvin}
}
@conference {25,
	title = {Classification of Histology Sections via Multispectral Convolutional Sparse Coding},
	booktitle = {2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014},
	year = {2014},
	doi = {10.1109/CVPR.2014.394},
	url = {http://dx.doi.org/10.1109/CVPR.2014.394},
	author = {Yin Zhou and Hang Chang and Kenneth E. Barner and Paul T. Spellman and Bahram Parvin}
}
@conference {30,
	title = {Characterization of Tissue Histopathology via Predictive Sparse Decomposition and Spatial Pyramid Matching},
	booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI} 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part {II}},
	year = {2013},
	doi = {10.1007/978-3-642-40763-5_12},
	url = {http://dx.doi.org/10.1007/978-3-642-40763-5_12},
	author = {Hang Chang and Nandita Nayak and Paul T. Spellman and Bahram Parvin}
}
@conference {27,
	title = {Classification of Tumor Histology via Morphometric Context},
	booktitle = {2013 {IEEE} Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013},
	year = {2013},
	doi = {10.1109/CVPR.2013.286},
	url = {http://dx.doi.org/10.1109/CVPR.2013.286},
	author = {Hang Chang and Alexander Borowsky and Paul T. Spellman and Bahram Parvin}
}
@conference {29,
	title = {Classification of tumor histopathology via sparse feature learning},
	booktitle = {{ISBI}},
	year = {2013},
	doi = {10.1109/ISBI.2013.6556499},
	url = {http://dx.doi.org/10.1109/ISBI.2013.6556499},
	author = {Nandita Nayak and Hang Chang and Alexander Borowsky and Paul T. Spellman and Bahram Parvin}
}
@article {26,
	title = {Integrated profiling of three dimensional cell culture models and 3D microscopy},
	journal = {Bioinformatics},
	volume = {29},
	year = {2013},
	pages = {3087{\textendash}3093},
	doi = {10.1093/bioinformatics/btt535},
	url = {http://dx.doi.org/10.1093/bioinformatics/btt535},
	author = {Cemal Cagatay Bilgin and Sun Kim and Elle Leung and Hang Chang and Bahram Parvin}
}
@article {20,
	title = {Invariant Delineation of Nuclear Architecture in Glioblastoma Multiforme for Clinical and Molecular Association},
	journal = {{IEEE} Trans. Med. Imaging},
	volume = {32},
	year = {2013},
	pages = {670{\textendash}682},
	doi = {10.1109/TMI.2012.2231420},
	url = {http://dx.doi.org/10.1109/TMI.2012.2231420},
	author = {Hang Chang and Ju Han and Alexander Borowsky and Leandro A. Loss and Joe W. Gray and Paul T. Spellman and Bahram Parvin}
}
@inbook {74,
	title = {Molecular Correlates of Morphometric Subtypes in Glioblastoma Multiforme},
	booktitle = {Computational Systems Biology: From Molecular Mechanisms to Disease: Second Edition},
	year = {2013},
	pages = {423{\textendash}454},
	publisher = {Elsevier Inc.},
	organization = {Elsevier Inc.},
	keywords = {Glioblastoma multiforme, Histology classification, Molecular pathology, Morphometric subtyping, Nuclear segmentation, Tumor heterogeneity, Tumor histopathology},
	isbn = {9780124059269},
	doi = {10.1016/B978-0-12-405926-9.00018-6},
	author = {Hang Chang and Gerald Fontenay and Cemal Cagatay Bilgin and Alexander Borowsky and Paul Spellman and Bahram Parvin}
}
@conference {28,
	title = {Stacked Predictive Sparse Coding for Classification of Distinct Regions in Tumor Histopathology},
	booktitle = {{IEEE} International Conference on Computer Vision, {ICCV} 2013, Sydney, Australia, December 1-8, 2013},
	year = {2013},
	doi = {10.1109/ICCV.2013.28},
	url = {http://dx.doi.org/10.1109/ICCV.2013.28},
	author = {Hang Chang and Yin Zhou and Paul T. Spellman and Bahram Parvin}
}
@conference {31,
	title = {Automatic segmentation and quantification of filamentous structures in electron tomography},
	booktitle = {{ACM} International Conference on Bioinformatics, Computational Biology and Biomedicine, BCB{\textquoteright} 12, Orlando, FL, {USA} - October 08 - 10, 2012},
	year = {2012},
	doi = {10.1145/2382936.2382958},
	url = {http://doi.acm.org/10.1145/2382936.2382958},
	author = {Leandro A. Loss and George Bebis and Hang Chang and Manfred Auer and Purbasha Sarkar and Bahram Parvin}
}
@conference {32,
	title = {Batch-invariant nuclear segmentation in whole mount histology sections},
	booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
	year = {2012},
	doi = {10.1109/ISBI.2012.6235683},
	url = {http://dx.doi.org/10.1109/ISBI.2012.6235683},
	author = {Hang Chang and Leandro A. Loss and Paul T. Spellman and Alexander Borowsky and Bahram Parvin}
}
@conference {33,
	title = {Detection of 3D filamentous networks from tomographic electron microscopy},
	booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
	year = {2012},
	doi = {10.1109/ISBI.2012.6235826},
	url = {http://dx.doi.org/10.1109/ISBI.2012.6235826},
	author = {Leandro A. Loss and Hang Chang and Purbasha Sarkar and Manfred Auer and Bahram Parvin}
}
@conference {57,
	title = {Learning invariant features of tumor signature with independent subspace analysis},
	booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
	year = {2012},
	doi = {10.1109/ISBI.2012.6235544},
	url = {http://dx.doi.org/10.1109/ISBI.2012.6235544},
	author = {Quoc V. Le and Ju Han and Joe W. Gray and Paul T. Spellman and Alexander Borowsky and Bahram Parvin}
}
@conference {34,
	title = {Molecular bases of morphometric composition in Glioblastoma multiforme},
	booktitle = {9th {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings},
	year = {2012},
	doi = {10.1109/ISBI.2012.6235889},
	url = {http://dx.doi.org/10.1109/ISBI.2012.6235889},
	author = {Ju Han and Hang Chang and Gerald Fontenay and Paul T. Spellman and Alexander Borowsky and Bahram Parvin}
}
@article {21,
	title = {Multireference Level Set for the Characterization of Nuclear Morphology in Glioblastoma Multiforme},
	journal = {{IEEE} Trans. Biomed. Engineering},
	volume = {59},
	year = {2012},
	pages = {3460{\textendash}3467},
	doi = {10.1109/TBME.2012.2218107},
	url = {http://dx.doi.org/10.1109/TBME.2012.2218107},
	author = {Hang Chang and Ju Han and Paul T. Spellman and Bahram Parvin}
}
@conference {36,
	title = {Comparison of sparse coding and kernel methods for histopathological classification of gliobastoma multiforme},
	booktitle = {Proceedings of the 8th {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, {ISBI} 2011, March 30 - April 2, 2011, Chicago, Illinois, {USA}},
	year = {2011},
	doi = {10.1109/ISBI.2011.5872505},
	url = {http://dx.doi.org/10.1109/ISBI.2011.5872505},
	author = {Ju Han and Hang Chang and Leandro A. Loss and Kai Zhang and Frederick L. Baehner and Joe W. Gray and Paul T. Spellman and Bahram Parvin}
}
@article {35,
	title = {Morphometic analysis of {TCGA} glioblastoma multiforme},
	journal = {{BMC} Bioinformatics},
	volume = {12},
	year = {2011},
	pages = {484},
	doi = {10.1186/1471-2105-12-484},
	url = {http://dx.doi.org/10.1186/1471-2105-12-484},
	author = {Hang Chang and Gerald Fontenay and Ju Han and Ge Cong and Frederick L. Baehner and Joe W. Gray and Paul T. Spellman and Bahram Parvin}
}
@conference {40,
	title = {Multiphase level set for automated delineation of membrane-bound macromolecules},
	booktitle = {Proceedings of the 2010 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Rotterdam, The Netherlands, 14-17 April, 2010},
	year = {2010},
	doi = {10.1109/ISBI.2010.5490389},
	url = {http://dx.doi.org/10.1109/ISBI.2010.5490389},
	author = {Hang Chang and Bahram Parvin}
}
@conference {42,
	title = {A Delaunay Triangulation Approach for Segmenting Clumps of Nuclei},
	booktitle = {Proceedings of the 2009 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009},
	year = {2009},
	doi = {10.1109/ISBI.2009.5192970},
	url = {http://dx.doi.org/10.1109/ISBI.2009.5192970},
	author = {Quan Wen and Hang Chang and Bahram Parvin}
}
@article {41,
	title = {Graphical methods for quantifying macromolecules through bright field imaging},
	journal = {Bioinformatics},
	volume = {25},
	year = {2009},
	pages = {1070{\textendash}1075},
	doi = {10.1093/bioinformatics/btn426},
	url = {http://dx.doi.org/10.1093/bioinformatics/btn426},
	author = {Hang Chang and Rosa Anna DeFilippis and Thea D. Tlsty and Bahram Parvin}
}
@conference {43,
	title = {Morphometric Subtyping for a Panel of Breast Cancer Cell Lines},
	booktitle = {Proceedings of the 2009 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009},
	year = {2009},
	doi = {10.1109/ISBI.2009.5193168},
	url = {http://dx.doi.org/10.1109/ISBI.2009.5193168},
	author = {Ju Han and Hang Chang and Gerald Fontenay and Nicholas J. Wang and Joe W. Gray and Bahram Parvin}
}
@conference {44,
	title = {Structural Annotation of {EM} Images by Graph Cut},
	booktitle = {Proceedings of the 2009 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009},
	year = {2009},
	doi = {10.1109/ISBI.2009.5193249},
	url = {http://dx.doi.org/10.1109/ISBI.2009.5193249},
	author = {Hang Chang and Manfred Auer and Bahram Parvin}
}
@conference {45,
	title = {A Bayesian approach for image segmentation with shape priors},
	booktitle = {2008 {IEEE} Computer Society Conference on Computer Vision and Pattern Recognition {(CVPR} 2008), 24-26 June 2008, Anchorage, Alaska, {USA}},
	year = {2008},
	doi = {10.1109/CVPR.2008.4587430},
	url = {http://dx.doi.org/10.1109/CVPR.2008.4587430},
	author = {Hang Chang and Qing Yang and Bahram Parvin}
}
@conference {47,
	title = {Integrated profiling of cell surface protein and nuclear marker for discriminant analysis},
	booktitle = {Proceedings of the 2008 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Paris, France, May 14-17, 2008},
	year = {2008},
	doi = {10.1109/ISBI.2008.4541253},
	url = {http://dx.doi.org/10.1109/ISBI.2008.4541253},
	author = {Ju Han and Hang Chang and Kumari L. Andarawewa and Paul Yaswen and Mary Helen Barcellos-Hoff and Bahram Parvin}
}
@article {49,
	title = {Iterative Voting for Inference of Structural Saliency and Characterization of Subcellular Events},
	journal = {{IEEE} Trans. Image Processing},
	volume = {16},
	year = {2007},
	pages = {615{\textendash}623},
	doi = {10.1109/TIP.2007.891154},
	url = {http://dx.doi.org/10.1109/TIP.2007.891154},
	author = {Bahram Parvin and Qing Yang and Ju Han and Hang Chang and Bjorn Rydberg and Mary Helen Barcellos-Hoff}
}
@conference {50,
	title = {Modeling of Front Evolution with Graph Cut Optimization},
	booktitle = {Proceedings of the International Conference on Image Processing, {ICIP} 2007, September 16-19, 2007, San Antonio, Texas, {USA}},
	year = {2007},
	doi = {10.1109/ICIP.2007.4378936},
	url = {http://dx.doi.org/10.1109/ICIP.2007.4378936},
	author = {Hang Chang and Qing Yang and Manfred Auer and Bahram Parvin}
}
@conference {53,
	title = {Perceptual Grouping of Membrane Signals in Cell-Based Assays},
	booktitle = {Proceedings of the 2007 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Washington, DC, USA, April 12-16, 2007},
	year = {2007},
	doi = {10.1109/ISBI.2007.356906},
	url = {http://dx.doi.org/10.1109/ISBI.2007.356906},
	author = {Hang Chang and Kumari L. Andarawewa and Ju Han and Mary Helen Barcellos-Hoff and Bahram Parvin}
}
@conference {51,
	title = {Quantitative Representation of Three-dimensional Cell Culture Models},
	booktitle = {Proceedings of the 2007 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Washington, DC, USA, April 12-16, 2007},
	year = {2007},
	doi = {10.1109/ISBI.2007.356795},
	url = {http://dx.doi.org/10.1109/ISBI.2007.356795},
	author = {Hang Chang and Catherine Park and Bahram Parvin}
}
@article {48,
	title = {Segmentation of heterogeneous blob objects through voting and level set formulation},
	journal = {Pattern Recognition Letters},
	volume = {28},
	year = {2007},
	pages = {1781{\textendash}1787},
	doi = {10.1016/j.patrec.2007.05.008},
	url = {http://dx.doi.org/10.1016/j.patrec.2007.05.008},
	author = {Hang Chang and Qing Yang and Bahram Parvin}
}
@conference {52,
	title = {Segmentation of Mammosphere Structures from Volumetric Data},
	booktitle = {Proceedings of the 2007 {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, Washington, DC, USA, April 12-16, 2007},
	year = {2007},
	doi = {10.1109/ISBI.2007.356904},
	url = {http://dx.doi.org/10.1109/ISBI.2007.356904},
	author = {Ju Han and Hang Chang and Qing Yang and Mary Helen Barcellos-Hoff and Bahram Parvin}
}
@conference {55,
	title = {3D Segmentation of Mammospheres for Localization Studies},
	booktitle = {Advances in Visual Computing, Second International Symposium, {ISVC} 2006, Lake Tahoe, NV, USA, November 6-8, 2006 Proceedings, Part {I}},
	year = {2006},
	doi = {10.1007/11919476_52},
	url = {http://dx.doi.org/10.1007/11919476_52},
	author = {Ju Han and Hang Chang and Qing Yang and Mary Helen Barcellos-Hoff and Bahram Parvin}
}
@conference {56,
	title = {Segmentation of Three Dimensional Cell Culture Models from a Single Focal Plane},
	booktitle = {Advances in Visual Computing, Second International Symposium, {ISVC} 2006 Lake Tahoe, NV, USA, November 6-8, 2006. Proceedings, Part {II}},
	year = {2006},
	doi = {10.1007/11919629_59},
	url = {http://dx.doi.org/10.1007/11919629_59},
	author = {Hang Chang and Bahram Parvin}
}
