Akif Burak Tosun

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 6

Top Topics

Pattern Analysis

Histopathological Images

Differential Diagnosis

Grassmann Manifold

Top Venues

Pattern Recognit.

Medical Image Anal.

IEEE Trans. Medical Imaging

Publications

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)
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)
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) (2017)
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)
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)
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)
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)
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)
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) (2012)
Akif Burak Tosun, Cigdem Gunduz Demir
Graph Run-Length Matrices for Histopathological Image Segmentation. IEEE Trans. Medical Imaging 30 (3) (2011)
Cigdem Gunduz Demir, Melih Kandemir, Akif Burak Tosun, Cenk Sokmensuer
Automatic segmentation of colon glands using object-graphs. Medical Image Anal. 14 (1) (2010)
Akif Burak Tosun, Cenk Sokmensuer, Cigdem Gunduz Demir
Unsupervised Tissue Image Segmentation through Object-Oriented Texture. ICPR (2010)
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) (2009)