Gokhan Bilgin - RankMe

52 papers C 1Journal 13Unranked 38

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	HFT-Net: Hybrid Fusion Transformer Network for Multi-Source Breast Cancer Classification. IEEE Access Kadir Guzel, Gokhan Bilgin
2024	—	`conf`	Classification of Breast Cancer Subtypes Using Deep Learning Methods. SIU Ergun Izmirlioglu, Ahmet Enes Atas, Gokhan Bilgin
2024	—	`conf`	Deep Learning Approach to Improve Breast CancerClassification for Screening Mammography. SIU Fatemah Faraji, Gokhan Bilgin
2024	—	`conf`	Examining the Effect of Color Spaces on Histopathological Image Segmentation with the SHAP Explainable AI Method. SIU Omer Faruk Karaaslan, Gokhan Bilgin
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	—	`conf`	Classification of Breast Cancer Histopathological Images with Deep Transfer Learning Methods. SIU Cemal Efe Tezcan, Berk Kiras, Gokhan Bilgin
2022	—	`conf`	Classification of Tissue Types in Histology Images Using Graph Convolutional Networks. ISDFS Esra Tepe, Gokhan Bilgin
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
2022	J	`jnl`	Spectral-Spatial Classification of Hyperspectral Images Using BERT-Based Methods With HyperSLIC Segment Embeddings. IEEE Access Ibrahim Onur Sigirci, 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
2021	—	`conf`	Comparison of Data-Driven and Morphological Features for Cell Segmentation in Histopathological Images. SIU Omer Faruk Karaaslan, Gokhan Bilgin
2021	J	`jnl`	SAR image classification post-processing with multiscale complementary Gaussian kernel weighting. Signal Image Video Process. Unsal Gokdag, Gokhan Bilgin
2020	—	`conf`	Classification of Breast Cancer Histopathology Images by Cell-Centered Deep Learning Approach. SIU Emre Egriboz, Berkay Gökcen, Gokhan Bilgin
2020	—	`conf`	Feature Extraction with Bidirectional Encoder Representations from Transformers in Hyperspectral Images. SIU Ibrahim Onur Sigirci, Hakan Ozgur, Gokhan Bilgin
2020	J	`jnl`	MCK-ELM: multiple composite kernel extreme learning machine for hyperspectral images. Neural Comput. Appl. Ugur Ergul, Gokhan Bilgin
2020	J	`jnl`	Semi-supervised sparse representation classifier ( Neurocomputing Muhammet Said Aydemir, Gokhan Bilgin
2020	—	`conf`	Speaker Diarization using Embedding Vectors. SIU Mesut Toruk, Gokhan Bilgin, Ahmet Serbes
2019	—	`conf`	A Booster Analysis of Extreme Gradient Boosting for Crop Classification using PolSAR Imagery. Agro-Geoinformatics Mustafa Ustuner, Fusun Balik Sanli, Saygin Abdikan, Gokhan Bilgin, Cigdem Goksel
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	—	`conf`	Classification of FTIR Spectra of Olive Oil with Features of Variational Mode Decomposition and Wavelet Transform. SIU Omer Faruk Karaaslan, Gokhan Bilgin
2019	J	`jnl`	HCKBoost: Hybridized composite kernel boosting with extreme learning machines for hyperspectral image classification. Neurocomputing Ugur Ergul, Gokhan Bilgin
2019	—	`conf`	Music Genre Classification via Sequential Wavelet Scattering Feature Learning. KSEM (2) Evren Kanalici, Gokhan Bilgin
2019	—	`conf`	Pre-trained Classification of Hyperspectral Images Using Denoising Autoencoders and Joint Features. ICGDA Evren Kanalici, Gokhan Bilgin
2019	J	`jnl`	Semisupervised Hyperspectral Image Classification Using Deep Features. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Muhammet Said Aydemir, Gokhan Bilgin
2019	—	`conf`	Use of Spatial Information via Markov and Conditional Random Fields in Histopathological Images. TSP Sara Behjat-Jamal, Gokhan 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 hyperspectral images with multiple kernel extreme learning machine. SIU Ugur Ergul, Gokhan Bilgin
2018	—	`conf`	Classification of tumor regions in histopathological images using convolutional neural networks. SIU Koray Gunduz, Abdulkadir Albayrak, Gokhan Bilgin, M. Elif Karsligil
2018	—	`conf`	Comparing the classification performances of supervised classifiers with balanced and imbalanced SAR data sets. SIU Mustafa Ustuner, Unsal Gokdag, Gokhan Bilgin, Fusun Balik Sanli
2018	—	`conf`	Kernel extreme learning machines for PolSAR image classification using spatial features. SIU Unsal Gokdag, Mustafa Ustuner, Gokhan Bilgin, Fusun Balik Sanli
2018	—	`conf`	Textural feature extraction and ensemble of extreme learning machines for hyperspectral image classification. SIU Kadir Guzel, Gokhan Bilgin
2017	J	`jnl`	Cell segmentation in histopathological images with deep learning algorithms by utilizing spatial relationships. Medical Biol. Eng. Comput. Nuh Hatipoglu, Gokhan Bilgin
2017	—	`conf`	Combining Landsat and ALOS data for land cover mapping. SIU Saygin Abdikan, Mustafa Ustuner, Fusun Balik Sanli, Gokhan Bilgin
2017	—	`conf`	Graph-based semi-supervised learning with GPU on small sample sized hyperspectral images. SIU Muhammet Said Aydemir, Gokhan Bilgin
2017	—	`conf`	Hyperspectral image classification using fuzzy C-means based composite kernel approach. SIU Ibrahim Onur Sigirci, Gokhan Bilgin
2017	—	`conf`	Land use and cover classification of Sentinel-IA SAR imagery: A case study of Istanbul. SIU Mustafa Ustuner, Fusun Balik Sanli, Gokhan Bilgin, Saygin Abdikan
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
2016	—	`conf`	Effects of color spaces to the cell segmentation in histopathological images. SIU Abdulkadir Albayrak, Gokhan Bilgin
2016	—	`conf`	Feature extraction for histopathological images using Convolutional Neural Network. SIU Nuh Hatipoglu, Gokhan Bilgin
2016	—	`conf`	Hyperspectral image classification using spatial features extracted by fuzzy C-Means and Dirichlet Mixture Model. SIU Ibrahim Onur Sigirci, Gokhan Bilgin
2016	—	`conf`	Multiple Instance bagging based ensemble classification of hyperspectral images. SIU Ugur Ergul, Gokhan Bilgin
2016	—	`conf`	Semi-supervised classification of hyperspectral images with small sample sizes. SIU Muhammet Said Aydemir, Gokhan Bilgin
2015	C	`conf`	Comparative analysis of codeword representation by clustering methods for the classification of histological tissue types. ICMV Ahmet Saygili, Gunalp Uysal, Gokhan Bilgin
2015	—	`conf`	Detection of mitotic cells using completed local binary pattern in histopathological images. SIU Ibrahim Onur Sigirci, Abdulkadir Albayrak, Gokhan Bilgin
2015	—	`conf`	Mitosis detection on histopathological images using statistical detection algorithms. SIU Mustafa Ustuner, Gokhan Bilgin
2015	—	`conf`	Multiple instance bagging approach for ensemble learning methods on hyperspectral images. SIU Ugur Ergul, Gokhan Bilgin
2015	—	`conf`	Segmentation of histopathological images with Convolutional Neural Networks using Fourier features. SIU Nuh Hatipoglu, Gokhan Bilgin
2013	—	`conf`	2D WHISPERS Muhammet Said Aydemir, Gokhan Bilgin
2013	—	`conf`	Embolic Doppler ultrasound signal detection via fractional Fourier transform. EMBC Merve Gençer, Gokhan Bilgin, Nizamettin Aydin
2013	—	`conf`	Multiscale local covariance based feature extraction for segmantation of hyperspectral images. WHISPERS Ugur Ergul, Gokhan Bilgin