Hang Chang

67 papers A* 6A 2Misc 1Journal 29Unranked 29
YearRankTypeTitle / Venue / Authors
2026 J jnl
GuiDINO: Rethinking Vision Foundation Model in Medical Image Segmentation.
CoRR
Zhuonan Liang, Wei Guo, Jie Gan, Yaxuan Song, Runnan Chen, Hang Chang, Weidong Cai
2025 J jnl
Gene-DML: Dual-Pathway Multi-Level Discrimination for Gene Expression Prediction from Histopathology Images.
CoRR
Yaxuan Song, Jianan Fan, Hang Chang, Tom Weidong Cai
2025 J jnl
On Structuring Hyperspherical Manifold for Probing Novel Biomedical Entities.
IEEE Trans. Pattern Anal. Mach. Intell.
Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai
2025 A conf
ScSAM: Debiasing Morphology and Distributional Variability in Subcellular Semantic Segmentation.
ECAI
Bo Fang, Jianan Fan, Dongnan Liu, Hang Chang, Gerald J. Shami, Filip Braet, Weidong Cai
2025 J jnl
ScSAM: Debiasing Morphology and Distributional Variability in Subcellular Semantic Segmentation.
CoRR
Bo Fang, Jianan Fan, Dongnan Liu, Hang Chang, Gerald J. Shami, Filip Braet, Weidong Cai
2024 J jnl
Learning to Generalize over Subpartitions for Heterogeneity-Aware Domain Adaptive Nuclei Segmentation.
Int. J. Comput. Vis.
Jianan Fan, Dongnan Liu, Hang Chang, Tom Weidong Cai
2024 J jnl
Learning to Generalize over Subpartitions for Heterogeneity-aware Domain Adaptive Nuclei Segmentation.
CoRR
Jianan Fan, Dongnan Liu, Hang Chang, Weidong Cai
2024 — conf
Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View.
ECCV (73)
Jianan Fan, Dongnan Liu, Canran Li, Hang Chang, Heng Huang, Filip Braet, Mei Chen, Tom Weidong Cai
2024 J jnl
Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View.
CoRR
Jianan Fan, Dongnan Liu, Canran Li, Hang Chang, Heng Huang, Filip Braet, Mei Chen, Weidong Cai
2024 A* conf
Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling.
CVPR
Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai
2024 J jnl
Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling.
CoRR
Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai
2023 A* conf
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation.
ICCV
Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Weidong Cai
2023 J jnl
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation.
CoRR
Jianan Fan, Dongnan Liu, Hang Chang, Heng Huang, Mei Chen, Tom Weidong Cai
2022 J jnl
NaroNet: Discovery of tumor microenvironment elements from highly multiplexed images.
Medical Image Anal.
Daniel Jiménez Sánchez, Mikel Ariz, Hang Chang, Xavier Matias-Guiu, Carlos E. de Andrea, Carlos Ortiz-de-Solórzano
2021 J jnl
Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study.
Int. J. Comput. Vis.
Hong Yan, Xuanyu Mao, Xu Yang, Yongquan Xia, Chengbin Wang, Junjun Wang, Rui Xia, Xuejing Xu, Zhiqiang Wang, Zhiyang Li, Xie Zhao, Yan Li, Guoye Liu, Li He, Zhongyu Wang, Zhiqiong Wang, Zhiqiang Li, Weidong Cai, Han Shen, Hang Chang
2021 J jnl
NaroNet: Discovery of tumor microenvironment elements from highly multiplexed images.
CoRR
Daniel Jiménez Sánchez, Mikel Ariz, Hang Chang, Xavier Matias-Guiu, Carlos E. de Andrea, Carlos Ortiz-de-Solórzano
2020 J jnl
Match Feature U-Net: Dynamic Receptive Field Networks for Biomedical Image Segmentation.
Symmetry
Xiaofei Qin, Chengzi Wu, Hang Chang, Hao Lu, Xuedian Zhang
2018 — conf
Feature learning with component selective encoding for histopathology image classification.
ISBI
Yang Song, Hang Chang, Yang Gao, Sidong Liu, Donghao Zhang, Junen Yao, Wojciech Chrzanowski, Weidong Cai
2018 J jnl
Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse Coding for Biomedical Applications.
IEEE Trans. Pattern Anal. Mach. Intell.
Hang Chang, Ju Han, Cheng Zhong, Antoine Snijders, Jian-Hua Mao
2017 — conf
Adapting fisher vectors for histopathology image classification.
ISBI
Yang Song, Ju Jia Zou, Hang Chang, Weidong Cai
2017 J jnl
Automatic segmentation of overlapping cervical smear cells based on local distinctive features and guided shape deformation.
Neurocomputing
Afaf Tareef, Yang Song, Weidong Cai, Heng Huang, Hang Chang, Yue Wang, Michael J. Fulham, Dagan Feng, Mei Chen
2017 — conf
Supervised Intra-embedding of Fisher Vectors for Histopathology Image Classification.
MICCAI (3)
Yang Song, Hang Chang, Heng Huang, Weidong Cai
2017 J jnl
When machine vision meets histology: A comparative evaluation of model architecture for classification of histology sections.
Medical Image Anal.
Cheng Zhong, Ju Han, Alexander Borowsky, Bahram Parvin, Yunfu Wang, Hang Chang
2016 — conf
Integrative Analysis of Cellular Morphometric Context Reveals Clinically Relevant Signatures in Lower Grade Glioma.
MICCAI (1)
Ju Han, Yunfu Wang, Weidong Cai, Alexander Borowsky, Bahram Parvin, Hang Chang
2016 — conf
Phenotypic characterization of breast invasive carcinoma via transferable tissue morphometric patterns learned from glioblastoma multiforme.
ISBI
Ju Han, Gerald V. Fontenay, Yunfu Wang, Jian-Hua Mao, Hang Chang
2015 A conf
Classification of 3D Multicellular Organization in Phase Microscopy for High Throughput Screening of Therapeutic Targets.
WACV
Hang Chang, Bahram Parvin
2015 J jnl
Coupled segmentation of nuclear and membrane-bound macromolecules through voting and multiphase level set.
Pattern Recognit.
Hang Chang, Quan Wen, Bahram Parvin
2015 — conf
Nuclei segmentation via sparsity constrained convolutional regression.
ISBI
Yin Zhou, Hang Chang, Kenneth E. Barner, Bahram Parvin
2015 — conf
Predictive sparse morphometric context for classification of histology sections.
ISBI
Hang Chang, Paul T. Spellman, Bahram Parvin
2015 J jnl
Stacked Predictive Sparse Decomposition for Classification of Histology Sections.
Int. J. Comput. Vis.
Hang Chang, Yin Zhou, Alexander Borowsky, Kenneth E. Barner, Paul T. Spellman, Bahram Parvin
2014 A* conf
Classification of Histology Sections via Multispectral Convolutional Sparse Coding.
CVPR
Yin Zhou, Hang Chang, Kenneth E. Barner, Paul T. Spellman, Bahram Parvin
2013 — conf
Characterization of Tissue Histopathology via Predictive Sparse Decomposition and Spatial Pyramid Matching.
MICCAI (2)
Hang Chang, Nandita Nayak, Paul T. Spellman, Bahram Parvin
2013 A* conf
Classification of Tumor Histology via Morphometric Context.
CVPR
Hang Chang, Alexander Borowsky, Paul T. Spellman, Bahram Parvin
2013 — conf
Classification of tumor histopathology via sparse feature learning.
ISBI
Nandita Nayak, Hang Chang, Alexander Borowsky, Paul T. Spellman, Bahram Parvin
2013 — conf
Classification of tumor histopathology via sparse feature learning.
ISBI
Nandita Nayak, Hang Chang, Alexander Borowsky, Paul T. Spellman, Bahram Parvin
2013 J jnl
Integrated profiling of three dimensional cell culture models and 3D microscopy.
Bioinform.
Cemal Çagatay Bilgin, Sun Kim, Elle Leung, Hang Chang, Bahram Parvin
2013 J jnl
Invariant Delineation of Nuclear Architecture in Glioblastoma Multiforme for Clinical and Molecular Association.
IEEE Trans. Medical Imaging
Hang Chang, Ju Han, Alexander Borowsky, Leandro A. Loss, Joe W. Gray, Paul T. Spellman, Bahram Parvin
2013 A* conf
Stacked Predictive Sparse Coding for Classification of Distinct Regions in Tumor Histopathology.
ICCV
Hang Chang, Yin Zhou, Paul T. Spellman, Bahram Parvin
2012 — conf
Automatic segmentation and quantification of filamentous structures in electron tomography.
BCB
Leandro A. Loss, George Bebis, Hang Chang, Manfred Auer, Purbasha Sarkar, Bahram Parvin
2012 — conf
Batch-invariant nuclear segmentation in whole mount histology sections.
ISBI
Hang Chang, Leandro A. Loss, Paul T. Spellman, Alexander Borowsky, Bahram Parvin
2012 — conf
Detection of 3D filamentous networks from tomographic electron microscopy.
ISBI
Leandro A. Loss, Hang Chang, Purbasha Sarkar, Manfred Auer, Bahram Parvin
2012 — conf
Molecular bases of morphometric composition in Glioblastoma multiforme.
ISBI
Ju Han, Hang Chang, Gerald Fontenay, Paul T. Spellman, Alexander Borowsky, Bahram Parvin
2012 J jnl
Multireference Level Set for the Characterization of Nuclear Morphology in Glioblastoma Multiforme.
IEEE Trans. Biomed. Eng.
Hang Chang, Ju Han, Paul T. Spellman, Bahram Parvin
2011 — conf
Comparison of sparse coding and kernel methods for histopathological classification of gliobastoma multiforme.
ISBI
Ju Han, Hang Chang, Leandro A. Loss, Kai Zhang, Frederick L. Baehner, Joe W. Gray, Paul T. Spellman, Bahram Parvin
2011 J jnl
Morphometic analysis of TCGA glioblastoma multiforme.
BMC Bioinform.
Hang Chang, Gerald Fontenay, Ju Han, Ge Cong, Frederick L. Baehner, Joe W. Gray, Paul T. Spellman, Bahram Parvin
2010 J jnl
Linking Changes in Epithelial Morphogenesis to Cancer Mutations Using Computational Modeling.
PLoS Comput. Biol.
Katarzyna A. Rejniak, Shizhen E. Wang, Nicole S. Bryce, Hang Chang, Bahram Parvin, Jerome Jourquin, Lourdes Estrada, Joe W. Gray, Carlos L. Arteaga, Alissa M. Weaver, Vito Quaranta, Alexander R. A. Anderson
2010 J jnl
Molecular Predictors of 3D Morphogenesis by Breast Cancer Cell Lines in 3D Culture.
PLoS Comput. Biol.
Ju Han, Hang Chang, Orsi Giricz, Genee Y. Lee, Frederick L. Baehner, Joe W. Gray, Mina J. Bissell, Paraic A. Kenny, Bahram Parvin
2010 J jnl
Multidimensional Profiling of Cell Surface Proteins and Nuclear Markers.
IEEE ACM Trans. Comput. Biol. Bioinform.
Ju Han, Hang Chang, Kumari L. Andarawewa, Paul Yaswen, Mary Helen Barcellos-Hoff, Bahram Parvin
2010 — conf
Multiphase level set for automated delineation of membrane-bound macromolecules.
ISBI
Hang Chang, Bahram Parvin
2009 — conf
A Delaunay Triangulation Approach for Segmenting Clumps of Nuclei.
ISBI
Quan Wen, Hang Chang, Bahram Parvin
2009 J jnl
Graphical methods for quantifying macromolecules through bright field imaging.
Bioinform.
Hang Chang, Rosa Anna DeFilippis, Thea D. Tlsty, Bahram Parvin
2009 — conf
Morphometric Subtyping for a Panel of Breast Cancer Cell Lines.
ISBI
Ju Han, Hang Chang, Gerald Fontenay, Nicholas J. Wang, Joe W. Gray, Bahram Parvin
2009 — conf
Structural Annotation of EM Images by Graph Cut.
ISBI
Hang Chang, Manfred Auer, Bahram Parvin
2008 A* conf
A Bayesian approach for image segmentation with shape priors.
CVPR
Hang Chang, Qing Yang, Bahram Parvin
2008 — conf
Integrated profiling of cell surface protein and nuclear marker for discriminant analysis.
ISBI
Ju Han, Hang Chang, Kumari L. Andarawewa, Paul Yaswen, Mary Helen Barcellos-Hoff, Bahram Parvin
2008 — conf
Scoring histological sections through immunohistochemistry.
ISBI
Hang Chang, Rosa Anna DeFilippis, Thea D. Tlsty, Bahrain Parvin
2007 J jnl
Development of a personal digital assistant-based wireless application in clinical practice.
Comput. Methods Programs Biomed.
Yen-Cheng Chen, Hou-Chang Chiu, Ming-Dar Tsai, Hang Chang, Chee-Fah Chong
2007 J jnl
Iterative Voting for Inference of Structural Saliency and Characterization of Subcellular Events.
IEEE Trans. Image Process.
Bahram Parvin, Qing Yang, Ju Han, Hang Chang, Bjorn Rydberg, Mary Helen Barcellos-Hoff
2007 — conf
Modeling of Front Evolution with Graph Cut Optimization.
ICIP (1)
Hang Chang, Qing Yang, Manfred Auer, Bahram Parvin
2007 — conf
Perceptual Grouping of Membrane Signals in Cell-Based Assays.
ISBI
Hang Chang, Kumari L. Andarawewa, Ju Han, Mary Helen Barcellos-Hoff, Bahram Parvin
2007 — conf
Quantitative Representation of Three-dimensional Cell Culture Models.
ISBI
Hang Chang, Catherine Park, Bahram Parvin
2007 — conf
Segmentation of Mammosphere Structures from Volumetric Data.
ISBI
Ju Han, Hang Chang, Qing Yang, Mary Helen Barcellos-Hoff, Bahram Parvin
2007 J jnl
Segmentation of heterogeneous blob objects through voting and level set formulation.
Pattern Recognit. Lett.
Hang Chang, Qing Yang, Bahram Parvin
2006 — conf
3D Segmentation of Mammospheres for Localization Studies.
ISVC (1)
Ju Han, Hang Chang, Qing Yang, Mary Helen Barcellos-Hoff, Bahram Parvin
2006 — conf
An Iterative Bayesian Approach for Digital Matting.
ICPR (2)
Hang Chang, Qing Yang, Chunhong Pan
2006 — conf
Segmentation of Three Dimensional Cell Culture Models from a Single Focal Plane.
ISVC (2)
Hang Chang, Bahram Parvin
2003 Misc conf
Stratification of Adverse Outcomes by Preoperative Risk Factors in Coronary Artery Bypass Graft Patients: An Artificial Neural Network Prediction Model.
AMIA
Chee-Fah Chong, Yu-Chuan Li, Tzong-Luen Wang, Hang Chang