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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}.
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Srinivasa G, Fickus MC, Guo Y, Linstedt AD, Kovacević J.  2009.  Active mask segmentation of fluorescence microscope images.. IEEE Trans Image Process. 18:1817-29.
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.
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Chang H, Loss LA, Spellman PT, Borowsky A, Parvin B.  2012.  Batch-invariant nuclear segmentation in whole mount histology sections. 9th {IEEE} International Symposium on Biomedical Imaging: From Nano to Macro, {ISBI} 2012, May 2-5, 2012, Barcelona, Spain, Proceedings.
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}.
Bilgin CCagatay, Fontenay G, Cheng Q, Chang H, Han J, Parvin B.  2016.  BioSig3D: High Content Screening of Three-Dimensional Cell Culture Models. PLoS One. 11:e0148379.
Dumont N, Liu B, DeFilippis RAnna, Chang H, Rabban JT, Karnezis AN, Tjoe JA, Marx J, Parvin B, Tlsty TD.  2013.  Breast fibroblasts modulate early dissemination, tumorigenesis, and metastasis through alteration of extracellular matrix characteristics. Neoplasia. 15:249-62.
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DeFilippis RAnna, Chang H, Dumont N, Rabban JT, Chen Y-Y, Fontenay GV, Berman HK, Gauthier ML, Zhao J, Hu D et al..  2012.  CD36 repression activates a multicellular stromal program shared by high mammographic density and tumor tissues. Cancer Discov. 2:826-39.
Chang H, Nayak N, Spellman PT, Parvin B.  2013.  Characterization of Tissue Histopathology via Predictive Sparse Decomposition and Spatial Pyramid Matching. Medical Image Computing and Computer-Assisted Intervention - {MICCAI} 2013 - 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part {II}.
Zhou Y, Chang H, Barner KE, Spellman PT, Parvin B.  2014.  Classification of Histology Sections via Multispectral Convolutional Sparse Coding. 2014 {IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR} 2014, Columbus, OH, USA, June 23-28, 2014.
Chang H, Borowsky A, Spellman PT, Parvin B.  2013.  Classification of Tumor Histology via Morphometric Context. 2013 {IEEE} Conference on Computer Vision and Pattern Recognition, Portland, OR, USA, June 23-28, 2013.
Nayak N, Chang H, Borowsky A, Spellman PT, Parvin B.  2013.  Classification of tumor histopathology via sparse feature learning. {ISBI}.
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.
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}.
Zhang Y, Chen T, Zhang Y, Hu Q, Wang X, Chang H, Mao J-H, Snijders AM, Xia Y.  2021.  Contribution of trace element exposure to gestational diabetes mellitus through disturbing the gut microbiome.. Environ Int. 153:106520.
Chang H, Wen Q, Parvin B.  2015.  Coupled segmentation of nuclear and membrane-bound macromolecules through voting and multiphase level set. Pattern Recognition. 48:882–893.
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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.
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.
Yan H, Mao X, Yang X, Xia Y, Wang C, Wang J, Xia R, Xu X, Wang Z, Li Z et al..  2021.  Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study. 129(6):1837-1856.
Parvin B, Chang H, Han J, Fontenay G.  2015.  Diagnostic and prognostic histopathology system using morphometric indices.
Yang H, Zhang M, Mao X-Y, Chang H, Perez-Losada J, Mao J-H.  2021.  Distinct Clinical Impact and Biological Function of Angiopoietin and Angiopoietin-like Proteins in Human Breast Cancer.. Cells. 10(10)
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Wang Z, Liu Y, Zhang P, Zhang W, Wang W, Curr K, Wei G, Mao J-H.  2013.  FAM83D promotes cell proliferation and motility by downregulating tumor suppressor gene FBXW7.. Oncotarget. 4:2476-86.
Chang H, Yang X, Moore J, Liu X-P, Jen K-Y, Snijders AM, Ma L, Chou W, Corchado-Cobos R, García-Sancha N et al..  2021.  From Mouse to Human: Cellular Morphometric Subtype Learned From Mouse Mammary Tumors Provides Prognostic Value in Human Breast Cancer.. Front Oncol. 11:819565.
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Mao J-H, Kim Y-M, Zhou Y-X, Hu D, Zhong C, Chang H, Brislawn CJ, Fansler S, Langley S, Wang Y et al..  2020.  Genetic and metabolic links between the murine microbiome and memory.. Microbiome. 8(1):53.
He L, Wang P, Schick SF, Huang A, Jacob P, Yang X, Xia Y, Snijders AM, Mao J-H, Chang H et al..  2021.  Genetic background influences the effect of thirdhand smoke exposure on anxiety and memory in Collaborative Cross mice.. Sci Rep. 11(1):13285.

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