Computerized classification of intraductal breast lesions using histopathological images MM Dundar, S Badve, G Bilgin, V Raykar, R Jain, O Sertel, MN Gurcan IEEE Transactions on Biomedical Engineering 58 (7), 1977-1984, 2011 | 251 | 2011 |
Cell segmentation in histopathological images with deep learning algorithms by utilizing spatial relationships N Hatipoglu, G Bilgin Medical & Biological Engineering & Computing, 1-20, 2017 | 114 | 2017 |
Segmentation of hyperspectral images via subtractive clustering and cluster validation using one-class support vector machines G Bilgin, S Erturk, T Yildirim IEEE Transactions on Geoscience and Remote Sensing 49 (8), 2936-2944, 2011 | 84 | 2011 |
Mitosis detection using convolutional neural network based features A Albayrak, G Bilgin 2016 IEEE 17th International symposium on computational intelligence and …, 2016 | 73 | 2016 |
Unsupervised classification of hyperspectral-image data using fuzzy approaches that spatially exploit membership relations G Bilgin, S Erturk, T Yildirim IEEE Geoscience and Remote Sensing Letters 5 (4), 673-677, 2008 | 62 | 2008 |
Automatic cell segmentation in histopathological images via two-staged superpixel-based algorithms A Albayrak, G Bilgin Medical & biological engineering & computing 57, 653-665, 2019 | 52 | 2019 |
Semisupervised hyperspectral image classification using small sample sizes MS Aydemir, G Bilgin IEEE Geoscience and Remote Sensing Letters 14 (5), 621-625, 2017 | 46 | 2017 |
Classification of histopathological images using convolutional neural network N Hatipoglu, G Bilgin 2014 4th International Conference on Image Processing Theory, Tools and …, 2014 | 46 | 2014 |
Enhancing land use classification with fusing dual-polarized TerraSAR-X and multispectral RapidEye data S Abdikan, G Bilgin, FB Sanli, E Uslu, M Ustuner Journal of Applied Remote Sensing 9 (1), 096054-096054, 2015 | 33 | 2015 |
Detection of mitotic cells in breast cancer histopathological images using deep versus handcrafted features IO Sigirci, A Albayrak, G Bilgin Multimedia Tools and Applications 81 (10), 13179-13202, 2022 | 32 | 2022 |
Sleep stage classification via ensemble and conventional machine learning methods using single channel EEG signals HO Ilhan, G Bilgin Int. J. Intell. Syst. Appl. Eng 5 (4), 174-184, 2017 | 24 | 2017 |
Kernel Fukunaga–Koontz transform subspaces for classification of hyperspectral images with small sample sizes H Binol, G Bilgin, S Dinc, A Bal IEEE Geoscience and Remote Sensing Letters 12 (6), 1287-1291, 2015 | 24 | 2015 |
Embolic Doppler ultrasound signal detection via fractional Fourier transform M Gençer, G Bilgin, N Aydin 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 22 | 2013 |
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 59, 1545-1561, 2021 | 20 | 2021 |
Semisupervised hyperspectral image classification using deep features MS Aydemir, G Bilgin IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2019 | 20 | 2019 |
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 | 20 | 2018 |
MCK-ELM: multiple composite kernel extreme learning machine for hyperspectral images U Ergul, G Bilgin Neural Computing and Applications 32, 6809-6819, 2020 | 18 | 2020 |
Segmentation of histopathological images with Convolutional Neural Networks using Fourier features N Hatipoğlu, G Bilgin 2015 23nd Signal Processing and Communications Applications Conference (SIU …, 2015 | 18 | 2015 |
HCKBoost: Hybridized composite kernel boosting with extreme learning machines for hyperspectral image classification U Ergul, G Bilgin Neurocomputing 334, 100-113, 2019 | 17 | 2019 |
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 | 16 | 2015 |