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Conference Paper

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, 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, 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, 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}.

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.

Journal Article

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.

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.

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.

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)

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.

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.

Hung M-S, Xu Z, Chen Y, Smith E, Mao J-H, Hsieh D, Lin Y-C, Yang C-T, Jablons DM, You L. 2013. Hematein, a casein kinase II inhibitor, inhibits lung cancer tumor growth in a murine xenograft model.. Int J Oncol. 43:1517-22.

Hung M-S, Xu Z, Chen Y, Smith E, Mao J-H, Hsieh D, Lin Y-C, Yang C-T, Jablons DM, You L. 2013. Hematein, a casein kinase II inhibitor, inhibits lung cancer tumor growth in a murine xenograft model.. Int J Oncol. 43:1517-22.

Zhong C, He L, Lee S-Y, Chang H, Zhang Y, Threadgill DW, Yuan Y, Zhou F, Celniker SE, Xia Y et al.. 2021. Host genetics and gut microbiota cooperatively contribute to azoxymethane-induced acute toxicity in Collaborative Cross mice.. Arch Toxicol. 95(3):949-958.

Jiang C, Zhao Y, Yuan B, Chang H, Hang B, Snijders AM, Mao J-H, Zou X, Wang P. 2020. Identification of a novel 15-gene expression signature predicting overall survival of human colorectal cancer.. Clin Transl Med. 10(8):e258.

Mao AW, Barck H, Young J, Paley A, Mao J-H, Chang H. 2022. Identification of a novel cancer microbiome signature for predicting prognosis of human breast cancer patients.. Clin Transl Oncol. 24(3):597-604.

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.

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.

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.

Ding D, Yong H, You N, Lu W, Yang X, Ye X, Wang Y, Cai T, Zheng X, Chen H et al.. 2022. Prospective Study Reveals Host Microbial Determinants of Clinical Response to Fecal Microbiota Transplant Therapy in Type 2 Diabetes Patients.. Front Cell Infect Microbiol. 12:820367.

Ding D, Yong H, You N, Lu W, Yang X, Ye X, Wang Y, Cai T, Zheng X, Chen H et al.. 2022. Prospective Study Reveals Host Microbial Determinants of Clinical Response to Fecal Microbiota Transplant Therapy in Type 2 Diabetes Patients.. Front Cell Infect Microbiol. 12:820367.

Ding D, Yong H, You N, Lu W, Yang X, Ye X, Wang Y, Cai T, Zheng X, Chen H et al.. 2022. Prospective Study Reveals Host Microbial Determinants of Clinical Response to Fecal Microbiota Transplant Therapy in Type 2 Diabetes Patients.. Front Cell Infect Microbiol. 12:820367.

Ding D, Yong H, You N, Lu W, Yang X, Ye X, Wang Y, Cai T, Zheng X, Chen H et al.. 2022. Prospective Study Reveals Host Microbial Determinants of Clinical Response to Fecal Microbiota Transplant Therapy in Type 2 Diabetes Patients.. Front Cell Infect Microbiol. 12:820367.

Chang H, Yang Q, Parvin B. 2007. Segmentation of heterogeneous blob objects through voting and level set formulation. Pattern Recognition Letters. 28:1781–1787.