| Mitosis detection using convolutional neural network based features A Albayrak, G Bilgin 2016 IEEE 17th International symposium on computational intelligence and …, 2016 | 83 | 2016 |
| Automatic cell segmentation in histopathological images via two-staged superpixel-based algorithms A Albayrak, G Bilgin Medical & Biological Engineering & Computing, 1-13, 2018 | 56 | 2018 |
| Detection of mitotic cells in breast cancer histopathological images using deep versus handcrafted features İO Sigirci, A Albayrak, G Bilgin Multimedia Tools and Applications, 2021 | 52 | 2021 |
| A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability A Albayrak, AU Akhan, N Calik, A Capar, G Bilgin, BU Toreyin, ... Medical & Biological Engineering & Computing, 1741-0444, 2021 | 31 | 2021 |
| A hybrid method of superpixel segmentation algorithm and deep learning method in histopathological image segmentation A Albayrak, G Bilgin 2018 Innovations in Intelligent Systems and Applications (INISTA), 1-5, 2018 | 21 | 2018 |
| Metaphase finding with deep convolutional neural networks Y Moazzen, C Abdulkerim, A Albayrak, N Calik, BU Toreyin Biomedical Signal Processing and Control 52, 353-361, 2019 | 20 | 2019 |
| Classification of analyzable metaphase images using transfer learning and fine tuning A Albayrak Medical & Biological Engineering & Computing 60 (1), 239-248, 2022 | 19 | 2022 |
| Segmentation of precursor lesions in cervical cancer using convolutional neural networks A Albayrak, A Ünlü, N Çalık, G Bilgin, I Türkmen, A Çakır, A Çapar, ... 2017 25th Signal Processing and Communications Applications Conference (SIU …, 2017 | 18 | 2017 |
| Detection of mitotic cells using completed local binary pattern in histopathological images IO Sığırcı, A Albayrak, G Bilgin 2015 23nd Signal Processing and Communications Applications Conference (SIU …, 2015 | 14 | 2015 |
| Enhancing human phenotype ontology term extraction through synthetic case reports and embedding-based retrieval: A novel approach for improved biomedical data annotation A Albayrak, Y Xiao, P Mukherjee, SS Barnett, CA Marcou, SN Hart Journal of Pathology Informatics 16, 100409, 2025 | 8 | 2025 |
| Gas Cylinder Detection Using Deep Learning Based YOLOv5 Object Detection Method A Albayrak, MS Özerdem 2022 7th International Conference on Computer Science and Engineering (UBMK …, 2022 | 8 | 2022 |
| Breast cancer mitosis detection in histopathological images with spatial feature extraction. A Albayrak, G Bilgin ICMV, 90670L, 2013 | 8 | 2013 |
| Superpixel-based segmentation of glottal area from videolaryngoscopy images HI Turkmen, A Albayrak, ME Karsligil, I Kocak Journal of Electronic Imaging 26 (6), 061608-061608, 2017 | 6 | 2017 |
| Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features N Calik, A Albayrak, A Akhan, I Turkmen, A Capar, BU Toreyin, G Bilgin, ... IEEE Journal of Biomedical and Health Informatics 27 (4), 1747-1757, 2023 | 5 | 2023 |
| Classification of tumor regions in histopathological images using convolutional neural networks K Gündüz, A Albayrak, G Bilgin, ME Karsligil 2018 26th Signal Processing and Communications Applications Conference (SIU …, 2018 | 5 | 2018 |
| Superpixel approach in high resolution histopathological image segmentation A Albayrak, G Bilgin 2017 25th Signal Processing and Communications Applications Conference (SIU …, 2017 | 5 | 2017 |
| Effects of color spaces to the cell segmentation in histopathological images A Albayrak, G Bilgin 2016 24th Signal Processing and Communication Application Conference (SIU …, 2016 | 5 | 2016 |
| Detection of mitotic cells in histopathological images using textural features A Albayrak, G Bilgin 2013 21st Signal Processing and Communications Applications Conference (SIU …, 2013 | 5 | 2013 |
| Öz Dikkat Mekanizması Tabanlı Görü Dönüştürücü Kullanılarak Sıtma Parazit Tespiti İ Tuncel, A Albayrak, A Mehmet Dicle Üniversitesi Mühendislik Fakültesi Mühendislik Dergisi 13 (2), 271-277, 2022 | 4 | 2022 |
| Segmentation of cellular structures with encoder-decoder based deep learning algorithm in histopathological images A Albayrak, G Bilgin 2018 Medical Technologies National Congress (TIPTEKNO), 1-4, 2018 | 4 | 2018 |
Gokhan BilginProfessor of Computer Science, Yildiz Technical UniversityVerified email at yildiz.edu.tr
