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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
2182013
CD36 repression activates a multicellular stromal program shared by high mammographic density and tumor TissuesCD36 modulates phenotypes of breast density and Desmoplasia
RA DeFilippis, H Chang, N Dumont, JT Rabban, YY Chen, GV Fontenay, ...
Cancer discovery 2 (9), 826-839, 2012
1992012
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
1942007
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
1862020
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
1612017
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
1202014
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
1102010
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
1092012
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
912009
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
852017
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
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
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
612017
Nuclear segmentation in H&E sections via multi-reference graph cut (MRGC)
H Chang, LA Loss, B Parvin
International symposium biomedical imaging, 2012
592012
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
552015
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
542020
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
542013
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
512010
Characterization of tissue histopathology via predictive sparse decomposition and spatial pyramid matching
H Chang, N Nayak, PT Spellman, B Parvin
Medical Image Computing and Computer-Assisted Intervention–MICCAI 2013: 16th …, 2013
502013
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Articles 1–20