John A. Ozolek

According to our database, John A. Ozolek authored at least 20 papers between 2008 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

SetSVM: An Approach to Set Classification in Nuclei-Based Cancer Detection.

Chi Liu, Yue Huang, John A. Ozolek, Matthew G. Hanna, Rajendra Singh, Gustavo K. Rohde

IEEE J. Biomed. Health Informatics, 2019

2016

A continuous linear optimal transport approach for pattern analysis in image datasets.

Soheil Kolouri, Akif Burak Tosun, John A. Ozolek, Gustavo K. Rohde

Pattern Recognit., 2016

Hierarchical Feature Extraction for Nuclear Morphometry-Based Cancer Diagnosis.

Chi Liu, Yue Huang, Ligong Han, John A. Ozolek, Gustavo K. Rohde

Proceedings of the Deep Learning and Data Labeling for Medical Applications, 2016

2015

Automated Histology Analysis: Opportunities for signal processing.

Michael T. McCann, John A. Ozolek, Carlos A. Castro, Bahram Parvin, Jelena Kovacevic

IEEE Signal Process. Mag., 2015

Image Classification with Rejection using Contextual Information.

Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic

CoRR, 2015

2014

Images as Occlusions of Textures: A Framework for Segmentation.

Michael T. McCann, Dustin G. Mixon, Matthew C. Fickus, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic

IEEE Trans. Image Process., 2014

Cancer diagnosis by nuclear morphometry using spatial information.

Hu Huang, Akif Burak Tosun, Jia Guo, Cheng Chen, Wei Wang, John A. Ozolek, Gustavo K. Rohde

Pattern Recognit. Lett., 2014

Accurate diagnosis of thyroid follicular lesions from nuclear morphology using supervised learning.

John A. Ozolek, Akif Burak Tosun, Wei Wang, Cheng Chen, Soheil Kolouri, Saurav Basu, Hu Huang, Gustavo K. Rohde

Medical Image Anal., 2014

2013

A Linear Optimal Transportation Framework for Quantifying and Visualizing Variations in Sets of Images.

Wei Wang, Dejan Slepcev, Saurav Basu, John A. Ozolek, Gustavo K. Rohde

Int. J. Comput. Vis., 2013

Classification with reject option using contextual information.

Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic

Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

2012

A template matching approach for segmenting microscopy images.

Cheng Chen, Wei Wang, John A. Ozolek, Nuno Lages, Steven J. Altschuler, Lani F. Wu, Gustavo K. Rohde

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

Automated colitis detection from endoscopic biopsies as a tissue screening tool in diagnostic pathology.

Michael T. McCann, Ramamurthy Bhagavatula, Matthew C. Fickus, John A. Ozolek, Jelena Kovacevic

Proceedings of the 19th IEEE International Conference on Image Processing, 2012

2011

An Optimal Transportation Approach for Nuclear Structure-Based Pathology.

Wei Wang, John A. Ozolek, Dejan Slepcev, Ann B. Lee, Cheng Chen, Gustavo K. Rohde

IEEE Trans. Medical Imaging, 2011

Penalized Fisher discriminant analysis and its application to image-based morphometry.

Wei Wang, Yilin Mo, John A. Ozolek, Gustavo K. Rohde

Pattern Recognit. Lett., 2011

A General System for Automatic Biomedical Image Segmentation Using Intensity Neighborhoods.

Cheng Chen, John A. Ozolek, Wei Wang, Gustavo K. Rohde

Int. J. Biomed. Imaging, 2011

Characterizing morphology differences from image data using a modified fisher criterion.

Wei Wang, Yilin Mo, John A. Ozolek, Gustavo K. Rohde

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

A pixel classification system for segmenting biomedical images using intensity neighborhoods and dimension reduction.

Cheng Chen, John A. Ozolek, Wei Wang, Gustavo K. Rohde

Proceedings of the 8th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2011

2010

A graph-based method for detecting characteristic phenotypes from biomedical images.

Wei Wang, Cheng Chen, Tao Peng, Dejan Slepcev, John A. Ozolek, Gustavo K. Rohde

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

Automatic identification and delineation of germ layer components in H&E stained images of teratomas derived from human and nonhuman primate embryonic stem cells.

Ramamurthy Bhagavatula, Matthew C. Fickus, W. Kelly, Chenlei Guo, John A. Ozolek, Carlos A. Castro, Jelena Kovacevic

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2008

Multiresolution identification of germ layer components in teratomas derived from human and nonhuman primate embryonic stem cells.

Amina Chebira, John A. Ozolek, Carlos A. Castro, William G. Jenkinson, Mukta Gore, Ramamurthy Bhagavatula, Irina Khaimovich, Shauna E. Ormon, Christopher S. Navara, Meena Sukhwani, Kyle E. Orwig, Ahmi Ben-Yehudah, Gerald Schatten, Gustavo K. Rohde, Jelena Kovacevic

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008