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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
2282013
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
1982012
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
1952007
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
1942020
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
1762017
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
1242014
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
1122010
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
1112012
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
932009
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
882017
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
812013
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
662017
Morphometic analysis of TCGA glioblastoma multiforme
H Chang, GV Fontenay, J Han, G Cong, FL Baehner, JW Gray, ...
BMC bioinformatics 12 (1), 1-12, 2011
642011
Nuclear segmentation in H&E sections via multi-reference graph cut (MRGC)
H Chang, LA Loss, B Parvin
International symposium biomedical imaging, 2012
622012
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
592020
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
582007
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
572015
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
572013
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
522010
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
512013
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Articles 1–20