Cigdem Gunduz Demir

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 13

Top Topics

Regression Model

Microscopy Images

Vessel Segmentation

Top Venues

IEEE Trans. Medical Imaging

IEEE J. Biomed. Health Informatics

Publications

Marjan Firouznia, Javad Alikhani Koupaei, Karim Faez, Aziza Saber Jabdaragh, Cigdem Gunduz Demir
FractalRG: Advanced fractal region growing using Gaussian mixture models for left atrium segmentation. Digit. Signal Process. 147 (2024)
Selahattin Cansiz, Cem Kesim, Sevval Nur Bektas, Zeynep Kulali, Murat Hasanreisoglu, Cigdem Gunduz Demir
FourierNet: Shape-Preserving Network for Henle's Fiber Layer Segmentation in Optical Coherence Tomography Images. IEEE J. Biomed. Health Informatics 27 (2) (2023)
Seher Ozcelik, Sinan Unver, Ilke Ali Gurses, Rustu Turkay, Cigdem Gunduz Demir
Topology-Aware Loss for Aorta and Great Vessel Segmentation in Computed Tomography Images. CoRR (2023)
Mehmet Bahadir Erden, Selahattin Cansiz, Cigdem Gunduz Demir
Histopathological Classification of Colon Tissue Images with Self-Supervised Models. SIU (2023)
Mehmet Bahadir Erden, Selahattin Cansiz, Onur Caki, Haya Khattak, Durmus Etiz, Melek Cosar Yakar, Kerem Duruer, Berke Barut, Cigdem Gunduz Demir
FourierLoss: Shape-Aware Loss Function with Fourier Descriptors. CoRR (2023)
Aziza Saber Jabdaragh, Marjan Firouznia, Karim Faez, Fariba Alikhani, Javad Alikhani Koupaei, Cigdem Gunduz Demir
: Left atrium segmentation in CT images through fractal dimension estimation. Pattern Recognit. Lett. 173 (2023)
Selahattin Cansiz, Cem Kesim, Sevval Nur Bektas, Zeynep Kulali, Murat Hasanreisoglu, Cigdem Gunduz Demir
FourierNet: Shape-Preserving Network for Henle's Fiber Layer Segmentation in Optical Coherence Tomography Images. CoRR (2022)
C. T. Sari, Gozde Nur Gunesli, Cenk Sokmensuer, Cigdem Gunduz Demir
Image Embedded Segmentation: Combining Supervised and Unsupervised Objectives through Generative Adversarial Networks. CoRR (2020)
Can Fahrettin Koyuncu, Gozde Nur Gunesli, Rengül Çetin-Atalay, Cigdem Gunduz Demir
: A multi-task deep regression model for cell detection in inverted microscopy images. Medical Image Anal. 63 (2020)
Gozde Nur Gunesli, Cenk Sokmensuer, Cigdem Gunduz Demir
AttentionBoost: Learning What to Attend for Gland Segmentation in Histopathological Images by Boosting Fully Convolutional Networks. IEEE Trans. Medical Imaging 39 (12) (2020)
Can Fahrettin Koyuncu, Gozde Nur Gunesli, Rengül Çetin-Atalay, Cigdem Gunduz Demir
DeepDistance: A Multi-task Deep Regression Model for Cell Detection in Inverted Microscopy Images. CoRR (2019)
Can Taylan Sari, Cigdem Gunduz Demir
Unsupervised Feature Extraction via Deep Learning for Histopathological Classification of Colon Tissue Images. IEEE Trans. Medical Imaging 38 (5) (2019)
Gozde Nur Gunesli, Cenk Sokmensuer, Cigdem Gunduz Demir
AttentionBoost: Learning What to Attend by Boosting Fully Convolutional Networks. CoRR (2019)
Tunç Gültekin, Can Fahrettin Koyuncu, Cenk Sokmensuer, Cigdem Gunduz Demir
Two-Tier Tissue Decomposition for Histopathological Image Representation and Classification. IEEE Trans. Medical Imaging 34 (1) (2015)
Can Fahrettin Koyuncu, Irem Durmaz, Rengül Çetin-Atalay, Cigdem Gunduz Demir
A supervised learning model for live cell segmentation. SIU (2014)
Gulden Olgun, Cenk Sokmensuer, Cigdem Gunduz Demir
Local Object Patterns for the Representation and Classification of Colon Tissue Images. IEEE J. Biomed. Health Informatics 18 (4) (2014)
Salim Arslan, Tulin Ersahin, Rengül Çetin-Atalay, Cigdem Gunduz Demir
Attributed Relational Graphs for Cell Nucleus Segmentation in Fluorescence Microscopy Images. IEEE Trans. Medical Imaging 32 (6) (2013)
Erdem Ozdemir, Cigdem Gunduz Demir
A Hybrid Classification Model for Digital Pathology Using Structural and Statistical Pattern Recognition. IEEE Trans. Medical Imaging 32 (2) (2013)
Gulden Olgun, Cenk Sokmensuer, Cigdem Gunduz Demir
Graph walks for classification of histopathological images. ISBI (2013)
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)
Erdem Ozdemir, Cenk Sokmensuer, Cigdem Gunduz Demir
A Resampling-Based Markovian Model for Automated Colon Cancer Diagnosis. IEEE Trans. Biomed. Eng. 59 (1) (2012)
Cigdem Gunduz Demir
Tissue object patterns for segmentation in histopathological images. ISABEL (2011)
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)
Dogan Altunbay, Celal Cigir, Cenk Sokmensuer, Cigdem Gunduz Demir
Color Graphs for Automated Cancer Diagnosis and Grading. IEEE Trans. Biomed. Eng. 57 (3) (2010)
Mumin Cebe, Cigdem Gunduz Demir
Qualitative test-cost sensitive classification. Pattern Recognit. Lett. 31 (13) (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)
Mumin Cebe, Cigdem Gunduz Demir
Test-Cost Sensitive Classification Based on Conditioned Loss Functions. ECML (2007)