Bahram Parvin

According to our database1, Bahram Parvin authored at least 95 papers between 1987 and 2018.

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

Timeline

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Bibliography

2018
Feature-Based Representation Improves Color Decomposition and Nuclear Detection Using a Convolutional Neural Network.
IEEE Trans. Biomed. Engineering, 2018

Deep Learning Models Delineates Multiple Nuclear Phenotypes in H&E Stained Histology Sections.
CoRR, 2018

Quantum cascade laser infrared microscopy differentiates malignant phenotypes in breast histology sections.
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 Analysis, 2017

Detection of nuclei in H&E stained sections using convolutional neural networks.
Proceedings of the 2017 IEEE EMBS International Conference on Biomedical & Health Informatics, 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

2015
Scaling Up Graph-Based Semisupervised Learning via Prototype Vector Machines.
IEEE Trans. Neural Netw. Learning Syst., 2015

EditorialMachine Learning and Data Mining in Medical Imaging.
IEEE J. Biomedical and Health Informatics, 2015

Automated Histology Analysis: Opportunities for signal processing.
IEEE Signal Process. Mag., 2015

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

Stacked Predictive Sparse Decomposition for Classification of Histology Sections.
International Journal of Computer Vision, 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. Med. Imaging, 2013

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

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. Engineering, 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

Learning invariant features of tumor signatures.
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
Iterative Tensor Voting for Perceptual Grouping of Ill-Defined Curvilinear Structures.
IEEE Trans. Med. Imaging, 2011

Morphometic analysis of TCGA glioblastoma multiforme.
BMC Bioinformatics, 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. Biology Bioinform., 2010

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

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

Prediction of epigenetically regulated genes in breast cancer cell lines.
BMC Bioinformatics, 2010

Sparse multitask regression for identifying common mechanism of response to therapeutic targets.
Bioinformatics [ISMB], 2010

Chemical profiling of the plant cell wall through Raman microspectroscopy.
Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 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.
Bioinformatics, 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

Tunable Tensor Voting for Regularizing Punctate Patterns of Membrane-Bound Protein Signals.
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

Prototype vector machine for large scale semi-supervised learning.
Proceedings of the 26th Annual International Conference on Machine Learning, 2009

Tunable tensor voting improves grouping of membrane-bound macromolecules.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 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

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 Processing, 2007

Segmentation of heterogeneous blob objects through voting and level set formulation.
Pattern Recognition Letters, 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

Spectral Decomposition of Signaling Networks.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 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

2005
Geometric Approach to Segmentation and Protein Localization in Cell Cultured Assays.
Proceedings of the Advances in Visual Computing, First International Symposium, 2005

2004
Localization of Saliency through Iterative Voting.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Shape Metamorphism using p-Laplacian Equation.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Perceptual Organization of Radial Symmetries.
Proceedings of the 2004 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2004), with CD-ROM, 27 June, 2004

2003
BioSig: an imaging bioinformatics system for phenotypic analysis.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2003

High-resolution reconstruction of sparse data from dense low-resolution spatio-temporal data.
IEEE Trans. Image Processing, 2003

Harmonic cut and regularized centroid transform for localization of subcellular structures.
IEEE Trans. Biomed. Engineering, 2003

2002
BioSig: An Imaging Bioinformatic System for Studying Phenomic.
IEEE Computer, 2002

CHEF: Convex Hull of Elliptic Features for 3D Blob Detection.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

High-Resolution Reconstruction of Sparse Data from Dense Low-Resolution Spatio-Temporal Data.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Harmonic Cut and Regularized Centroid Transform for Localization of Subcellular Structures.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

2001
Robust and efficient surface reconstruction from contours.
The Visual Computer, 2001

Declarative Flow Control for Distributed Instrumentation.
Proceedings of the First IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2001), 2001

2000
Model-based segmentation of nuclei.
Pattern Recognition, 2000

Shape Recovery from Equal Thickness Contours.
IEEE Trans. Pattern Anal. Mach. Intell., 2000

Singular Features in Sea Surface Temperature Data.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Surface Recovery from Planar Sectional Contours.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

Feature Based Visualization of Geophysical Data.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

A New Regularized Approach for Contour Morphing.
Proceedings of the 2000 Conference on Computer Vision and Pattern Recognition (CVPR 2000), 2000

BioSig: A Bioinformatic System for Studying the Mechanism of Intra-Cell Signaling.
Proceedings of the 1st IEEE International Symposium on Bioinformatics and Biomedical Engineering, 2000

1999
An Algebraic Solution to Surface Recovery from Cross-Sectional Contours.
Graphical Models and Image Processing, 1999

DeepView: A Channel for Distributed Microscopy and Informatics.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1999

DeepView: A Channel for Distributed Microscopy.
Proceedings of the International Symposium on Distributed Objects and Applications, 1999

Model Based Segmentation of Nuclei.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

1998
Surface reconstruction from sparse fringe contours.
Proceedings of the Proceedings Fourth IEEE Workshop on Applications of Computer Vision, 1998

A Collaborative Framework for Distributed Microscopy.
Proceedings of the ACM/IEEE Conference on Supercomputing, 1998

Curve evolution for corner enhancement.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Shape from interference patterns.
Proceedings of the Fourteenth International Conference on Pattern Recognition, 1998

Shape from Equal Thickness Contours.
Proceedings of the 1998 Conference on Computer Vision and Pattern Recognition (CVPR '98), 1998

1997
Visual Servoing for Online Facilities.
IEEE Computer, 1997

1996
B-rep object description from multiple range views.
International Journal of Computer Vision, 1996

Visual servoing for micro-manipulation.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Telepresence for In-situ Microscopy.
Proceedings of the IEEE International Conference on Multimedia Computing and Systems, 1996

1994
Tracking of tubular objects for scientific applications.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1994

1993
Pinta: a system for visualizing the anatomical structures of the brain from MR imaging.
Proceedings of the Conference on Computer Vision and Pattern Recognition, 1993

1992
B-rep from unregistered multiple range images.
Proceedings of the 1992 IEEE International Conference on Robotics and Automation, 1992

1991
A dynamic system for object description and correspondence.
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 1991

1989
Adaptive multiscale feature extraction from range data.
Computer Vision, Graphics, and Image Processing, 1989

1987
Segmentation of natural scenes.
Pattern Recognition, 1987


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