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ORCIDJohn A. Ozolek
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2010 – 2019
- 2019
[j10]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): 351-361 (2019)- 2016
- [j9]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: 453-462 (2016) - [c9]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: 219-227 - 2015
- [j8]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): 78-87 (2015) - [i1]Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic:
Image Classification with Rejection using Contextual Information. CoRR abs/1509.01287 (2015) - 2014
- [j7]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): 772-780 (2014) - [j6]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: 115-121 (2014) - [j5]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): 2033-2046 (2014) - 2013
- [j4]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): 254-269 (2013) - [c8]Filipe Condessa, José M. Bioucas-Dias, Carlos A. Castro, John A. Ozolek, Jelena Kovacevic:
Classification with reject option using contextual information. ISBI 2013: 1340-1343 - 2012
- [c7]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: 2809-2812 - [c6]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: 768-771 - 2011
- [j3]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: 606857:1-606857:12 (2011) - [j2]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): 2128-2135 (2011) - [j1]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): 621-631 (2011) - [c5]Wei Wang, Yilin Mo, John A. Ozolek, Gustavo K. Rohde:
Characterizing morphology differences from image data using a modified fisher criterion. ISBI 2011: 129-132 - [c4]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: 1649-1652 - 2010
- [c3]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: 129-132 - [c2]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: 1041-1044
2000 – 2009
- 2008
- [c1]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: 979-982
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