Hang Chang

Orcid: 0000-0002-3773-6818

According to our database1, Hang Chang authored at least 56 papers between 2003 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Learning to Generalize over Subpartitions for Heterogeneity-Aware Domain Adaptive Nuclei Segmentation.
Int. J. Comput. Vis., August, 2024

Revisiting Adaptive Cellular Recognition Under Domain Shifts: A Contextual Correspondence View.
Proceedings of the Computer Vision - ECCV 2024, 2024

Seeing Unseen: Discover Novel Biomedical Concepts via Geometry-Constrained Probabilistic Modeling.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023
Taxonomy Adaptive Cross-Domain Adaptation in Medical Imaging via Optimization Trajectory Distillation.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
NaroNet: Discovery of tumor microenvironment elements from highly multiplexed images.
Medical Image Anal., 2022

2021
Development and Validation of an Unsupervised Feature Learning System for Leukocyte Characterization and Classification: A Multi-Hospital Study.
Int. J. Comput. Vis., 2021

2020
Match Feature U-Net: Dynamic Receptive Field Networks for Biomedical Image Segmentation.
Symmetry, 2020

2018
Unsupervised Transfer Learning via Multi-Scale Convolutional Sparse Coding for Biomedical Applications.
IEEE Trans. Pattern Anal. Mach. Intell., 2018

Feature learning with component selective encoding for histopathology image classification.
Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2017
When machine vision meets histology: A comparative evaluation of model architecture for classification of histology sections.
Medical Image Anal., 2017

Automatic segmentation of overlapping cervical smear cells based on local distinctive features and guided shape deformation.
Neurocomputing, 2017

Supervised Intra-embedding of Fisher Vectors for Histopathology Image Classification.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Adapting fisher vectors for histopathology image classification.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

2016
Integrative Analysis of Cellular Morphometric Context Reveals Clinically Relevant Signatures in Lower Grade Glioma.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Phenotypic characterization of breast invasive carcinoma via transferable tissue morphometric patterns learned from glioblastoma multiforme.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Coupled segmentation of nuclear and membrane-bound macromolecules through voting and multiphase level set.
Pattern Recognit., 2015

Stacked Predictive Sparse Decomposition for Classification of Histology Sections.
Int. J. Comput. Vis., 2015

Classification of 3D Multicellular Organization in Phase Microscopy for High Throughput Screening of Therapeutic Targets.
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision, 2015

Nuclei segmentation via sparsity constrained convolutional regression.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Predictive sparse morphometric context for classification of histology sections.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Classification of Histology Sections via Multispectral Convolutional Sparse Coding.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

2013
Invariant Delineation of Nuclear Architecture in Glioblastoma Multiforme for Clinical and Molecular Association.
IEEE Trans. Medical Imaging, 2013

Integrated profiling of three dimensional cell culture models and 3D microscopy.
Bioinform., 2013

Characterization of Tissue Histopathology via Predictive Sparse Decomposition and Spatial Pyramid Matching.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Classification of tumor histopathology via sparse feature learning.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Stacked Predictive Sparse Coding for Classification of Distinct Regions in Tumor Histopathology.
Proceedings of the IEEE International Conference on Computer Vision, 2013

Classification of Tumor Histology via Morphometric Context.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Multireference Level Set for the Characterization of Nuclear Morphology in Glioblastoma Multiforme.
IEEE Trans. Biomed. Eng., 2012

Detection of 3D filamentous networks from tomographic electron microscopy.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Molecular bases of morphometric composition in Glioblastoma multiforme.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Batch-invariant nuclear segmentation in whole mount histology sections.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Automatic segmentation and quantification of filamentous structures in electron tomography.
Proceedings of the ACM International Conference on Bioinformatics, 2012

2011
Morphometic analysis of TCGA glioblastoma multiforme.
BMC Bioinform., 2011

Comparison of sparse coding and kernel methods for histopathological classification of gliobastoma multiforme.
Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010
Multidimensional Profiling of Cell Surface Proteins and Nuclear Markers.
IEEE ACM Trans. Comput. Biol. Bioinform., 2010

Linking Changes in Epithelial Morphogenesis to Cancer Mutations Using Computational Modeling.
PLoS Comput. Biol., 2010

Molecular Predictors of 3D Morphogenesis by Breast Cancer Cell Lines in 3D Culture.
PLoS Comput. Biol., 2010

Multiphase level set for automated delineation of membrane-bound macromolecules.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2009
Graphical methods for quantifying macromolecules through bright field imaging.
Bioinform., 2009

A Delaunay Triangulation Approach for Segmenting Clumps of Nuclei.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Morphometric Subtyping for a Panel of Breast Cancer Cell Lines.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

Structural Annotation of EM Images by Graph Cut.
Proceedings of the 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Boston, MA, USA, June 28, 2009

2008
Integrated profiling of cell surface protein and nuclear marker for discriminant analysis.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Scoring histological sections through immunohistochemistry.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

A Bayesian approach for image segmentation with shape priors.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Iterative Voting for Inference of Structural Saliency and Characterization of Subcellular Events.
IEEE Trans. Image Process., 2007

Segmentation of heterogeneous blob objects through voting and level set formulation.
Pattern Recognit. Lett., 2007

Development of a personal digital assistant-based wireless application in clinical practice.
Comput. Methods Programs Biomed., 2007

Segmentation of Mammosphere Structures from Volumetric Data.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Quantitative Representation of Three-dimensional Cell Culture Models.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Perceptual Grouping of Membrane Signals in Cell-Based Assays.
Proceedings of the 2007 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2007

Modeling of Front Evolution with Graph Cut Optimization.
Proceedings of the International Conference on Image Processing, 2007

2006
3D Segmentation of Mammospheres for Localization Studies.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

Segmentation of Three Dimensional Cell Culture Models from a Single Focal Plane.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

An Iterative Bayesian Approach for Digital Matting.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2003
Stratification of Adverse Outcomes by Preoperative Risk Factors in Coronary Artery Bypass Graft Patients: An Artificial Neural Network Prediction Model.
Proceedings of the AMIA 2003, 2003


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