Hang Chang
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Breast fibroblasts modulate early dissemination, tumorigenesis, and metastasis through alteration of extracellular matrix characteristics
N Dumont, B Liu, RA DeFilippis, H Chang, JT Rabban, AN Karnezis, ...
Neoplasia 15 (3), 249-IN7, 2013
Chemical composition and pharmacological mechanism of Qingfei Paidu Decoction and Ma Xing Shi Gan Decoction against Coronavirus Disease 2019 (COVID-19): in silico and …
R Yang, H Liu, C Bai, Y Wang, X Zhang, R Guo, S Wu, J Wang, E Leung, ...
Pharmacological research 157, 104820, 2020
CD36 repression activates a multicellular stromal program shared by high mammographic density and tumor tissues
RA DeFilippis, H Chang, N Dumont, JT Rabban, YY Chen, GV Fontenay, ...
Cancer discovery 2 (9), 826-839, 2012
Iterative voting for inference of structural saliency and characterization of subcellular events
B Parvin, Q Yang, J Han, H Chang, B Rydberg, MH Barcellos-Hoff
IEEE Transactions on Image Processing 16 (3), 615-623, 2007
Unsupervised transfer learning via multi-scale convolutional sparse coding for biomedical applications
H Chang, J Han, C Zhong, AM Snijders, JH Mao
IEEE transactions on pattern analysis and machine intelligence 40 (5), 1182-1194, 2017
Classification of Histology Sections via Multispectral Convolutional Sparse Coding
Y Zhou, H Chang, K Barner, P Spellman, B Parvin
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2014
Invariant delineation of nuclear architecture in glioblastoma multiforme for clinical and molecular association
H Chang, J Han, A Borowsky, L Loss, JW Gray, PT Spellman, B Parvin
IEEE transactions on medical imaging 32 (4), 670-682, 2012
Molecular predictors of 3D morphogenesis by breast cancer cell lines in 3D culture
J Han, H Chang, O Giricz, GY Lee, FL Baehner, JW Gray, MJ Bissell, ...
PLoS computational biology 6 (2), e1000684, 2010
Adapting fisher vectors for histopathology image classification
Y Song, JJ Zou, H Chang, W Cai
2017 IEEE 14th international symposium on biomedical imaging (ISBI 2017 …, 2017
A Delaunay triangulation approach for segmenting clumps of nuclei
Q Wen, H Chang, B Parvin
2009 IEEE International symposium on biomedical imaging: From Nano to Macro …, 2009
Classification of tumor histopathology via sparse feature learning
N Nayak, H Chang, A Borowsky, P Spellman, B Parvin
2013 IEEE 10th international symposium on biomedical imaging, 410-413, 2013
Genetic and metabolic links between the murine microbiome and memory
JH Mao, YM Kim, YX Zhou, D Hu, C Zhong, H Chang, CJ Brislawn, ...
Microbiome 8, 1-14, 2020
Automatic segmentation of overlapping cervical smear cells based on local distinctive features and guided shape deformation
A Tareef, Y Song, W Cai, H Huang, H Chang, Y Wang, M Fulham, D Feng, ...
Neurocomputing 221, 94-107, 2017
Morphometic analysis of TCGA glioblastoma multiforme
H Chang, GV Fontenay, J Han, G Cong, FL Baehner, JW Gray, ...
BMC bioinformatics 12, 1-12, 2011
Nuclear segmentation in H&E sections via multi-reference graph cut (MRGC)
H Chang, LA Loss, B Parvin
International symposium biomedical imaging, 2012
Stacked predictive sparse decomposition for classification of histology sections
H Chang, Y Zhou, A Borowsky, K Barner, P Spellman, B Parvin
International journal of computer vision 113, 3-18, 2015
Segmentation of heterogeneous blob objects through voting and level set formulation
H Chang, Q Yang, B Parvin
Pattern recognition letters 28 (13), 1781-1787, 2007
Classification of tumor histology via morphometric context
H Chang, A Borowsky, P Spellman, B Parvin
Proceedings of the IEEE conference on computer vision and pattern …, 2013
Characterization of tissue histopathology via predictive sparse decomposition and spatial pyramid matching
H Chang, N Nayak, PT Spellman, B Parvin
International Conference on Medical Image Computing and Computer-Assisted …, 2013
Linking changes in epithelial morphogenesis to cancer mutations using computational modeling
KA Rejniak, SE Wang, NS Bryce, H Chang, B Parvin, J Jourquin, ...
PLoS Computational Biology 6 (8), e1000900, 2010
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