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ORCIDAkif Burak Tosun
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2020 – today
- 2021
[c6]Akash Parvatikar
, Om Choudhary, Arvind Ramanathan, Rebekah Jenkins, Olga Navolotskaia, Gloria Carter, Akif Burak Tosun, Jeffrey L. Fine, S. Chakra Chennubhotla:
Prototypical Models for Classifying High-Risk Atypical Breast Lesions. MICCAI (8) 2021: 143-152- 2020
- [c5]Akash Parvatikar, Om Choudhary, Arvind Ramanathan, Olga Navolotskaia, Gloria Carter, Akif Burak Tosun, Jeffrey L. Fine, S. Chakra Chennubhotla:
Modeling Histological Patterns for Differential Diagnosis of Atypical Breast Lesions. MICCAI (5) 2020: 550-560 - [p1]Akif Burak Tosun, Filippo Pullara, Michael J. Becich, D. Lansing Taylor, S. Chakra Chennubhotla, Jeffrey L. Fine:
HistoMapr™: An Explainable AI (xAI) Platform for Computational Pathology Solutions. AI and ML for Digital Pathology 2020: 204-227
2010 – 2019
- 2017
- [j8]Luong Nguyen, Akif Burak Tosun, Jeffrey L. Fine, Adrian V. Lee, D. Lansing Taylor, S. Chakra Chennubhotla:
Spatial Statistics for Segmenting Histological Structures in H&E Stained Tissue Images. IEEE Trans. Medical Imaging 36(7): 1522-1532 (2017) - [c4]Luong Nguyen, Akif Burak Tosun, Jeffrey L. Fine, D. Lansing Taylor, S. Chakra Chennubhotla:
Architectural patterns for differential diagnosis of proliferative breast lesions from histopathological images. ISBI 2017: 152-155 - [c3]Akif Burak Tosun, Luong Nguyen, Nathan Ong, Olga Navolotskaia, Gloria Carter, Jeffrey L. Fine, D. Lansing Taylor, S. Chakra Chennubhotla:
Histological Detection of High-Risk Benign Breast Lesions from Whole Slide Images. MICCAI (2) 2017: 144-152 - 2016
- [j7]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) - 2014
- [j6]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) - [j5]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) - [c2]Akif Burak Tosun, Oleksandr Yergiyev, Soheil Kolouri, Jan F. Silverman, Gustavo K. Rohde:
Novel computer-aided diagnosis of mesothelioma using nuclear structure of mesothelial cells in effusion cytology specimens. Medical Imaging: Digital Pathology 2014: 90410Z - 2012
- [b1]Akif Burak Tosun:
Object-oriented texture analysis and unsupervised segmentation for histopathological images (Histopatolojik imgelerde nesneye dayalı doku analizi ve öğreticisiz bölütleme). İhsan Doğramacı Bilkent University, Turkey, 2012 - [j4]Ahmet Cagri Simsek, Akif Burak Tosun, Cevdet Aykanat, Cenk Sokmensuer, Cigdem Gunduz Demir:
Multilevel Segmentation of Histopathological Images Using Cooccurrence of Tissue Objects. IEEE Trans. Biomed. Eng. 59(6): 1681-1690 (2012) - 2011
- [j3]Akif Burak Tosun, Cigdem Gunduz Demir:
Graph Run-Length Matrices for Histopathological Image Segmentation. IEEE Trans. Medical Imaging 30(3): 721-732 (2011) - 2010
- [j2]Cigdem Gunduz Demir, Melih Kandemir, Akif Burak Tosun, Cenk Sokmensuer:
Automatic segmentation of colon glands using object-graphs. Medical Image Anal. 14(1): 1-12 (2010) - [c1]Akif Burak Tosun, Cenk Sokmensuer, Cigdem Gunduz Demir:
Unsupervised Tissue Image Segmentation through Object-Oriented Texture. ICPR 2010: 2516-2519
2000 – 2009
- 2009
- [j1]Akif Burak Tosun, Melih Kandemir, Cenk Sokmensuer, Cigdem Gunduz Demir:
Object-oriented texture analysis for the unsupervised segmentation of biopsy images for cancer detection. Pattern Recognit. 42(6): 1104-1112 (2009)
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