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 | 234 | 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 | 203 | 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 | 201 | 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 | 195 | 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 | 178 | 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 | 125 | 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 | 113 | 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 | 113 | 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 | 96 | 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 | 94 | 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 | 82 | 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 | 69 | 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 | 68 | 2017 |
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 | 64 | 2011 |
Nuclear segmentation in H&E sections via multi-reference graph cut (MRGC) H Chang, LA Loss, B Parvin International symposium biomedical imaging, 2012 | 62 | 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 | 59 | 2015 |
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 | 58 | 2013 |
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 | 58 | 2007 |
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 | 53 | 2010 |
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 | 51 | 2013 |