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Conference Paper

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}.

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}.

Journal Article

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.

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.

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.