Abdulkadir Albayrak

20 papers C 2Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
Vision Transformers Versus Convolutional Neural Networks: Comparing Robustness by Exploiting Varying Local Features.
IEEE Access
Muhammed Cihad Arslanoglu, Abdulkadir Albayrak, Hüseyin Acar
2023 J jnl
Classification of Cervical Precursor Lesions via Local Histogram and Cell Morphometric Features.
IEEE J. Biomed. Health Informatics
Nurullah Çalik, Abdulkadir Albayrak, Asli Unlu Akhan, Ilknur Türkmen, Abdulkerim Çapar, Behcet Ugur Töreyin, Gokhan Bilgin, Bahar Muezzinoglu, Lutfiye Durak-Ata
2022 J jnl
Classification of analyzable metaphase images using transfer learning and fine tuning.
Medical Biol. Eng. Comput.
Abdulkadir Albayrak
2022 J jnl
Detection of mitotic cells in breast cancer histopathological images using deep versus handcrafted features.
Multim. Tools Appl.
Ibrahim Onur Sigirci, Abdulkadir Albayrak, Gokhan Bilgin
2021 J jnl
A whole-slide image grading benchmark and tissue classification for cervical cancer precursor lesions with inter-observer variability.
Medical Biol. Eng. Comput.
Abdulkadir Albayrak, Asli Unlu Akhan, Nurullah Çalik, Abdulkerim Çapar, Gokhan Bilgin, Behcet Ugur Töreyin, Bahar Muezzinoglu, Ilknur Türkmen, Lutfiye Durak-Ata
2019 — conf
Automatic Nuclei Detection in Histopathological Images based on Convolutional Neural Networks.
BIOSIGNALS
Roaa Safi Abed Alah, Gokhan Bilgin, Abdulkadir Albayrak
2019 J jnl
Automatic cell segmentation in histopathological images via two-staged superpixel-based algorithms.
Medical Biol. Eng. Comput.
Abdulkadir Albayrak, Gokhan Bilgin
2019 J jnl
Metaphase finding with deep convolutional neural networks.
Biomed. Signal Process. Control.
Yaser Moazzen, Abdulkerim Çapar, Abdulkadir Albayrak, Nurullah Çalik, Behcet Ugur Töreyin
2018 C conf
A Hybrid Method of Superpixel Segmentation Algorithm and Deep Learning Method in Histopathological Image Segmentation.
INISTA
Abdulkadir Albayrak, Gökhan Bilgin
2018 J jnl
A Whole Slide Image Grading Benchmark and Tissue Classification for Cervical Cancer Precursor Lesions with Inter-Observer Variability.
CoRR
Abdulkadir Albayrak, Asli Unlu, Nurullah Çalik, Abdulkerim Çapar, Gokhan Bilgin, Behcet Ugur Töreyin, Bahar Muezzinoglu, Ilknur Türkmen, Lutfiye Durak-Ata
2018 — conf
Classification of tumor regions in histopathological images using convolutional neural networks.
SIU
Koray Gunduz, Abdulkadir Albayrak, Gokhan Bilgin, M. Elif Karsligil
2018 — —
Histopatolojik görüntülerin makine öğrenmesi yöntemleri ile analizi (Analysis of histopathological images via machine learning methods)
Abdulkadir Albayrak
2017 — conf
Segmentation of precursor lesions in cervical cancer using convolutional neural networks.
SIU
Abdulkadir Albayrak, Asli Unlu, Nurullah Çalik, Gokhan Bilgin, Ilknur Türkmen, Asli Çakir, Abdulkerim Çapar, Behcet Ugur Töreyin, Lutfiye Durak-Ata
2017 — conf
Superpixel approach in high resolution histopathological image segmentation.
SIU
Abdulkadir Albayrak, Gokhan Bilgin
2017 J jnl
Superpixel-based segmentation of glottal area from videolaryngoscopy images.
J. Electronic Imaging
H. Irem Türkmen, Abdulkadir Albayrak, M. Elif Karsligil, Ismail Kocak
2016 — conf
Effects of color spaces to the cell segmentation in histopathological images.
SIU
Abdulkadir Albayrak, Gokhan Bilgin
2015 — conf
Detection of mitotic cells using completed local binary pattern in histopathological images.
SIU
Ibrahim Onur Sigirci, Abdulkadir Albayrak, Gokhan Bilgin
2013 C conf
Breast cancer mitosis detection in histopathological images with spatial feature extraction.
ICMV
Abdulkadir Albayrak, Gökhan Bilgin
2013 — conf
Detection of mitotic cells in histopathological images using textural features.
SIU
Abdulkadir Albayrak, Gökhan Bilgin
2013 — conf
Evaluation of robustness of ensemble learners to noisy data.
SIU
Abdulkadir Albayrak, M. Özgür Cingiz, Mehmet Fatih Amasyali