FractalRG: Advanced fractal region growing using Gaussian mixture models for left atrium segmentation M Firouznia, JA Koupaei, K Faez, AS Jabdaragh, C Gunduz-Demir Digital Signal Processing 147, 104411, 2024 | | 2024 |
Artificial intelligence assisted patient blood and urine droplet pattern analysis for non-invasive and accurate diagnosis of bladder cancer R Demir, S Koc, DG Ozturk, S Bilir, Hİ Ozata, R Williams, J Christy, ... Scientific Reports 14 (1), 2488, 2024 | | 2024 |
Deep-learning-enabled electromagnetic near-field prediction and inverse design of metasurfaces TB Kanmaz, E Ozturk, HV Demir, C Gunduz-Demir Optica 10 (10), 1373-1382, 2023 | 5 | 2023 |
FourierLoss: Shape-Aware Loss Function with Fourier Descriptors MB Erden, S Cansiz, O Caki, H Khattak, D Etiz, MC Yakar, K Duruer, ... arXiv preprint arXiv:2309.12106, 2023 | | 2023 |
FourierLoss: Shape-Aware Loss Function with Fourier Descriptors M Bahadir Erden, S Cansiz, O Caki, H Khattak, D Etiz, M Cosar Yakar, ... arXiv e-prints, arXiv: 2309.12106, 2023 | | 2023 |
MTFD-Net: Left atrium segmentation in CT images through fractal dimension estimation AS Jabdaragh, M Firouznia, K Faez, F Alikhani, JA Koupaei, ... Pattern Recognition Letters 173, 108-114, 2023 | 3 | 2023 |
Topology-Aware Loss for Aorta and Great Vessel Segmentation in Computed Tomography Images S Ozcelik, S Unver, IA Gurses, R Turkay, C Gunduz-Demir arXiv preprint arXiv:2307.03137, 2023 | | 2023 |
FourierNet: Shape-Preserving Network for Henle's Fiber Layer Segmentation in Optical Coherence Tomography Images S Cansiz, C Kesim, SN Bektas, Z Kulali, M Hasanreisoglu, ... IEEE Journal of Biomedical and Health Informatics 27 (2), 1036-1047, 2022 | 6 | 2022 |
Henle fiber layer mapping with directional optical coherence tomography C Kesim, SN Bektas, Z Kulali, E Yildiz, MG Ersoz, A Sahin, ... Retina 42 (9), 1780-1787, 2022 | 6 | 2022 |
AttentionBoost: Learning What to Attend for Gland Segmentation in Histopathological Images by Boosting Fully Convolutional Networks GN Gunesli, C Sokmensuer, C Gunduz-Demir IEEE Transactions on Medical Imaging 39 (12), 4262-4273, 2020 | 15 | 2020 |
DeepDistance: A multi-task deep regression model for cell detection in inverted microscopy images CF Koyuncu, GN Gunesli, R Cetin-Atalay, C Gunduz-Demir Medical Image Analysis 63, 101720, 2020 | 25 | 2020 |
Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images CT Sari, C Sokmensuer, C Gunduz-Demir arXiv preprint arXiv:2001.11202, 2020 | | 2020 |
Image Embedded Segmentation: Combining Supervised and Unsupervised Objectives through Generative Adversarial Networks. CT Sari, GN Gunesli, C Sokmensuer, CG Demir CoRR, 2020 | | 2020 |
Attentionboost: Learning what to attend by boosting fully convolutional networks GN Gunesli, C Sokmensuer, C Gunduz-Demir arXiv preprint arXiv:1908.02095, 2019 | 2 | 2019 |
DeepDistance: A Multi-task Deep Regression Model for Cell Detection in Inverted Microscopy Images C Fahrettin Koyuncu, GN Gunesli, R Cetin-Atalay, C Gunduz-Demir arXiv e-prints, arXiv: 1908.11211, 2019 | 1 | 2019 |
Unsupervised feature extraction via deep learning for histopathological classification of colon tissue images CT Sari, C Gunduz-Demir IEEE transactions on medical imaging 38 (5), 1139-1149, 2018 | 99 | 2018 |
Object‐oriented segmentation of cell nuclei in fluorescence microscopy images CF Koyuncu, R Cetin‐Atalay, C Gunduz‐Demir Cytometry Part A 93 (10), 1019-1028, 2018 | 20 | 2018 |
Cartilage endplate thickness variation measured by ultrashort echo-time MRI is associated with adjacent disc degeneration B Berg-Johansen, M Han, AJ Fields, EC Liebenberg, BJ Lim, PEZ Larson, ... Spine 43 (10), E592-E600, 2018 | 67 | 2018 |
Iterative h‐minima‐based marker‐controlled watershed for cell nucleus segmentation CF Koyuncu, E Akhan, T Ersahin, R Cetin‐Atalay, C Gunduz‐Demir Cytometry Part A 89 (4), 338-349, 2016 | 40 | 2016 |
Iterative h-minima based marker-controlled watershed for cell nucleus segmentation: Supplementary material C Koyuncu, E Akhan, R Cetin-Atalay, C Gunduz Demir Computer Engineering, Bilkent University, Technical Report, BU-CE-1501, 2015 | 1 | 2015 |