John A. Ozolek

Publication Activity (10 Years)

Years Active: 2008-2019
Publications (10 Years): 5

Top Topics

Image Classification

Pattern Analysis

Cancer Diagnosis

Textured Regions

Top Venues

LABELS/DLMIA@MICCAI

Pattern Recognit.

Publications

Chi Liu, Yue Huang, John A. Ozolek, Matthew G. Hanna, Rajendra Singh, Gustavo K. Rohde
SetSVM: An Approach to Set Classification in Nuclei-Based Cancer Detection. IEEE J. Biomed. Health Informatics 23 (1) (2019)
Soheil Kolouri, Akif Burak Tosun, John A. Ozolek, Gustavo K. Rohde
A continuous linear optimal transport approach for pattern analysis in image datasets. Pattern Recognit. 51 (2016)
Chi Liu, Yue Huang, Ligong Han, John A. Ozolek, Gustavo K. Rohde
Hierarchical Feature Extraction for Nuclear Morphometry-Based Cancer Diagnosis. LABELS/DLMIA@MICCAI (2016)
Michael T. McCann, John A. Ozolek, Carlos A. Castro, Bahram Parvin, Jelena Kovacevic
Automated Histology Analysis: Opportunities for signal processing. IEEE Signal Process. Mag. 32 (1) (2015)
Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic
Image Classification with Rejection using Contextual Information. CoRR (2015)
John A. Ozolek, Akif Burak Tosun, Wei Wang, Cheng Chen, Soheil Kolouri, Saurav Basu, Hu Huang, Gustavo K. Rohde
Accurate diagnosis of thyroid follicular lesions from nuclear morphology using supervised learning. Medical Image Anal. 18 (5) (2014)
Hu Huang, Akif Burak Tosun, Jia Guo, Cheng Chen, Wei Wang, John A. Ozolek, Gustavo K. Rohde
Cancer diagnosis by nuclear morphometry using spatial information. Pattern Recognit. Lett. 42 (2014)
Michael T. McCann, Dustin G. Mixon, Matthew C. Fickus, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic
Images as Occlusions of Textures: A Framework for Segmentation. IEEE Trans. Image Process. 23 (5) (2014)
Wei Wang, Dejan Slepcev, Saurav Basu, John A. Ozolek, Gustavo K. Rohde
A Linear Optimal Transportation Framework for Quantifying and Visualizing Variations in Sets of Images. Int. J. Comput. Vis. 101 (2) (2013)
Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic
Classification with reject option using contextual information. ISBI (2013)
Michael T. McCann, Ramamurthy Bhagavatula, Matthew C. Fickus, John A. Ozolek, Jelena Kovacevic
Automated colitis detection from endoscopic biopsies as a tissue screening tool in diagnostic pathology. ICIP (2012)
Cheng Chen, Wei Wang, John A. Ozolek, Nuno Lages, Steven J. Altschuler, Lani F. Wu, Gustavo K. Rohde
A template matching approach for segmenting microscopy images. ISBI (2012)
Wei Wang, John A. Ozolek, Dejan Slepcev, Ann B. Lee, Cheng Chen, Gustavo K. Rohde
An Optimal Transportation Approach for Nuclear Structure-Based Pathology. IEEE Trans. Medical Imaging 30 (3) (2011)
Wei Wang, Yilin Mo, John A. Ozolek, Gustavo K. Rohde
Penalized Fisher discriminant analysis and its application to image-based morphometry. Pattern Recognit. Lett. 32 (15) (2011)
Cheng Chen, John A. Ozolek, Wei Wang, Gustavo K. Rohde
A General System for Automatic Biomedical Image Segmentation Using Intensity Neighborhoods. Int. J. Biomed. Imaging 2011 (2011)
Wei Wang, Yilin Mo, John A. Ozolek, Gustavo K. Rohde
Characterizing morphology differences from image data using a modified fisher criterion. ISBI (2011)
Cheng Chen, John A. Ozolek, Wei Wang, Gustavo K. Rohde
A pixel classification system for segmenting biomedical images using intensity neighborhoods and dimension reduction. ISBI (2011)
Wei Wang, Cheng Chen, Tao Peng, Dejan Slepcev, John A. Ozolek, Gustavo K. Rohde
A graph-based method for detecting characteristic phenotypes from biomedical images. ISBI (2010)
Ramamurthy Bhagavatula, Matthew C. Fickus, W. Kelly, Chenlei Guo, John A. Ozolek, Carlos A. Castro, Jelena Kovacevic
Automatic identification and delineation of germ layer components in H&E stained images of teratomas derived from human and nonhuman primate embryonic stem cells. ISBI (2010)
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
Multiresolution identification of germ layer components in teratomas derived from human and nonhuman primate embryonic stem cells. ISBI (2008)