Cigdem Gunduz Demir

32 papers B 1Journal 26Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Topology-aware loss for segmentation in computed tomography images. Biomed. Signal Process. Control. Seher Ozcelik, Sinan Unver, Ilke Ali Gurses, Rustu Turkay, Cigdem Gunduz Demir
2025	J	`jnl`	FourierLoss: Shape-aware loss function with Fourier descriptors. Neurocomputing Mehmet Bahadir Erden, Selahattin Cansiz, Onur Caki, Haya Khattak, Durmus Etiz, Melek Cosar Yakar, Kerem Duruer, Berke Barut, Cigdem Gunduz Demir
2025	J	`jnl`	Leveraging weak supervision for cell localization in digital pathology using multitask learning and consistency loss. Comput. Biol. Medicine Berke Levent Cesur, Ayse Humeyra Dur Karasayar, Pinar Bulutay, Nilgun Kapucuoglu, Cisel Aydin Mericoz, Handan Eren, Omer Faruk Dilbaz, Javidan Osmanli, Burhan Soner Yetkili, Ibrahim Kulac, Can Fahrettin Koyuncu, Cigdem Gunduz Demir
2024	J	`jnl`	FractalRG: Advanced fractal region growing using Gaussian mixture models for left atrium segmentation. Digit. Signal Process. Marjan Firouznia, Javad Alikhani Koupaei, Karim Faez, Aziza Saber Jabdaragh, Cigdem Gunduz Demir
2024	J	`jnl`	Leveraging Weak Supervision for Cell Localization in Digital Pathology Using Multitask Learning and Consistency Loss. CoRR Berke Levent Cesur, Ayse Humeyra Dur Karasayar, Pinar Bulutay, Nilgun Kapucuoglu, Cisel Aydin Mericoz, Handan Eren, Omer Faruk Dilbaz, Javidan Osmanli, Burhan Soner Yetkili, Ibrahim Kulac, Can Fahrettin Koyuncu, Cigdem Gunduz Demir
2024	J	`jnl`	PI-Att: Topology Attention for Segmentation Networks through Adaptive Persistence Image Representation. CoRR Mehmet Bahadir Erden, Sinan Unver, Ilke Ali Gurses, Rustu Turkay, Cigdem Gunduz Demir
2023	J	`jnl`	FourierLoss: Shape-Aware Loss Function with Fourier Descriptors. CoRR Mehmet Bahadir Erden, Selahattin Cansiz, Onur Caki, Haya Khattak, Durmus Etiz, Melek Cosar Yakar, Kerem Duruer, Berke Barut, Cigdem Gunduz Demir
2023	J	`jnl`	FourierNet: Shape-Preserving Network for Henle's Fiber Layer Segmentation in Optical Coherence Tomography Images. IEEE J. Biomed. Health Informatics Selahattin Cansiz, Cem Kesim, Sevval Nur Bektas, Zeynep Kulali, Murat Hasanreisoglu, Cigdem Gunduz Demir
2023	—	`conf`	Histopathological Classification of Colon Tissue Images with Self-Supervised Models. SIU Mehmet Bahadir Erden, Selahattin Cansiz, Cigdem Gunduz Demir
2023	J	`jnl`	Topology-Aware Loss for Aorta and Great Vessel Segmentation in Computed Tomography Images. CoRR Seher Ozcelik, Sinan Unver, Ilke Ali Gurses, Rustu Turkay, Cigdem Gunduz Demir
2022	J	`jnl`	FourierNet: Shape-Preserving Network for Henle's Fiber Layer Segmentation in Optical Coherence Tomography Images. CoRR Selahattin Cansiz, Cem Kesim, Sevval Nur Bektas, Zeynep Kulali, Murat Hasanreisoglu, Cigdem Gunduz Demir
2020	J	`jnl`	AttentionBoost: Learning What to Attend for Gland Segmentation in Histopathological Images by Boosting Fully Convolutional Networks. IEEE Trans. Medical Imaging Gozde Nur Gunesli, Cenk Sokmensuer, Cigdem Gunduz Demir
2020	J	`jnl`	Image Embedded Segmentation: Combining Supervised and Unsupervised Objectives through Generative Adversarial Networks. CoRR C. T. Sari, Gozde Nur Gunesli, Cenk Sokmensuer, Cigdem Gunduz Demir
2019	J	`jnl`	AttentionBoost: Learning What to Attend by Boosting Fully Convolutional Networks. CoRR Gozde Nur Gunesli, Cenk Sokmensuer, Cigdem Gunduz Demir
2019	J	`jnl`	DeepDistance: A Multi-task Deep Regression Model for Cell Detection in Inverted Microscopy Images. CoRR Can Fahrettin Koyuncu, Gozde Nur Gunesli, Rengül Çetin-Atalay, Cigdem Gunduz Demir
2019	J	`jnl`	Unsupervised Feature Extraction via Deep Learning for Histopathological Classification of Colon Tissue Images. IEEE Trans. Medical Imaging Can Taylan Sari, Cigdem Gunduz Demir
2015	J	`jnl`	Two-Tier Tissue Decomposition for Histopathological Image Representation and Classification. IEEE Trans. Medical Imaging Tunç Gültekin, Can Fahrettin Koyuncu, Cenk Sokmensuer, Cigdem Gunduz Demir
2014	—	`conf`	A supervised learning model for live cell segmentation. SIU Can Fahrettin Koyuncu, Irem Durmaz, Rengül Çetin-Atalay, Cigdem Gunduz Demir
2014	J	`jnl`	Local Object Patterns for the Representation and Classification of Colon Tissue Images. IEEE J. Biomed. Health Informatics Gulden Olgun, Cenk Sokmensuer, Cigdem Gunduz Demir
2013	J	`jnl`	A Hybrid Classification Model for Digital Pathology Using Structural and Statistical Pattern Recognition. IEEE Trans. Medical Imaging Erdem Ozdemir, Cigdem Gunduz Demir
2013	J	`jnl`	Attributed Relational Graphs for Cell Nucleus Segmentation in Fluorescence Microscopy Images. IEEE Trans. Medical Imaging Salim Arslan, Tulin Ersahin, Rengül Çetin-Atalay, Cigdem Gunduz Demir
2013	—	`conf`	Graph walks for classification of histopathological images. ISBI Gulden Olgun, Cenk Sokmensuer, Cigdem Gunduz Demir
2012	J	`jnl`	A Resampling-Based Markovian Model for Automated Colon Cancer Diagnosis. IEEE Trans. Biomed. Eng. Erdem Ozdemir, Cenk Sokmensuer, Cigdem Gunduz Demir
2012	J	`jnl`	Multilevel Segmentation of Histopathological Images Using Cooccurrence of Tissue Objects. IEEE Trans. Biomed. Eng. Ahmet Cagri Simsek, Akif Burak Tosun, Cevdet Aykanat, Cenk Sokmensuer, Cigdem Gunduz Demir
2011	J	`jnl`	Graph Run-Length Matrices for Histopathological Image Segmentation. IEEE Trans. Medical Imaging Akif Burak Tosun, Cigdem Gunduz Demir
2011	—	`conf`	Tissue object patterns for segmentation in histopathological images. ISABEL Cigdem Gunduz Demir
2010	J	`jnl`	Automatic segmentation of colon glands using object-graphs. Medical Image Anal. Cigdem Gunduz Demir, Melih Kandemir, Akif Burak Tosun, Cenk Sokmensuer
2010	J	`jnl`	Color Graphs for Automated Cancer Diagnosis and Grading. IEEE Trans. Biomed. Eng. Dogan Altunbay, Celal Cigir, Cenk Sokmensuer, Cigdem Gunduz Demir
2010	J	`jnl`	Qualitative test-cost sensitive classification. Pattern Recognit. Lett. Mumin Cebe, Cigdem Gunduz Demir
2010	B	`conf`	Unsupervised Tissue Image Segmentation through Object-Oriented Texture. ICPR Akif Burak Tosun, Cenk Sokmensuer, Cigdem Gunduz Demir
2009	J	`jnl`	Object-oriented texture analysis for the unsupervised segmentation of biopsy images for cancer detection. Pattern Recognit. Akif Burak Tosun, Melih Kandemir, Cenk Sokmensuer, Cigdem Gunduz Demir
2007	—	`conf`	Test-Cost Sensitive Classification Based on Conditioned Loss Functions. ECML Mumin Cebe, Cigdem Gunduz Demir