Transfer learning with pre-trained deep convolutional neural networks for serous cell classification E Baykal, H Dogan, ME Ercin, S Ersoz, M Ekinci Multimedia Tools and Applications 79, 15593-15611, 2020 | 44 | 2020 |
An ensemble of fine-tuned fully convolutional neural networks for pleural effusion cell nuclei segmentation EB Kablan, H Dogan, ME Ercin, S Ersoz, M Ekinci Computers & Electrical Engineering 81, 106533, 2020 | 22 | 2020 |
Modern convolutional object detectors for nuclei detection on pleural effusion cytology images E Baykal, H Dogan, ME Ercin, S Ersoz, M Ekinci Multimedia Tools and Applications 79, 15417-15436, 2020 | 17 | 2020 |
Automated nuclei detection in serous effusion cytology based on machine learning E Baykal, H Dogan, M Ekinci, ME Ercin, S Ersoz 2017 25th Signal Processing and Communications Applications Conference (SIU), 2017 | 10 | 2017 |
Automated nuclei detection on pleural effusion cytopathology images using YOLOv3 B Kilic, E Baykal, M Ekinci, H Dogan, ME Ercin, S Ersoz 2019 4th International Conference on Computer Science and Engineering (UBMK …, 2019 | 8 | 2019 |
Automated nuclei detection in serous effusion cytology with stacked sparse autoencoders E Baykal, H Doğan, ME Ercin, Ş Ersöz, M Ekinci 2018 26th Signal Processing and Communications Applications Conference (SIU …, 2018 | 7 | 2018 |
A novel extended depth of field process based on nonsubsampled shearlet transform by estimating optimal range in microscopic systems H Dogan, E Baykal, M Ekinci, ME Ercin, S Ersoz Optics Communications 429, 88-99, 2018 | 5 | 2018 |
Automated cell nuclei segmentation in pleural effusion cytology using active appearance model E Baykal, H Dogan, M Ekinci, ME Ercin, S Ersoz Computer Analysis of Images and Patterns: 17th International Conference …, 2017 | 4 | 2017 |
Image forgery detection based on SIFT and k-means++ E Baykal, B Ustubioglu, G Ulutas 2016 39th international conference on telecommunications and signal …, 2016 | 4 | 2016 |
Blur Invariant Image Forgery Detection Method Using Local Phase Quantization B Ustubioglu, E Baykal, G Muzaffer, G Ulutas | 4 | 2016 |
Determination of optimum auto focusing function for cytopathological assessment processes H Doğan, E Baykal, M Ekinci, ME Ercin, Ş Ersöz 2017 Medical Technologies National Congress (TIPTEKNO), 1-4, 2017 | 3 | 2017 |
Optimal focusing with extended depth of focus in microscopic systems H Doğan, E Baykal, M Ekinci, ME Ercin, Ş Ersöz Signal Processing and Communications Applications Conference (SIU), 2017 …, 2017 | 3 | 2017 |
Derin konvolüsyonel nesne algılayıcı ile plevral efüzyon sitopatolojisinde otomatik çekirdek algılama B Kılıç, EB Kablan, H Doğan, M Ekinci, ME Ercin, Ş Ersöz Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi 13 (1), 33-42, 2020 | 2 | 2020 |
Stain independent nuclei segmentation of cytopathology images: A case study in pleural effusion EB Kablan, H Dogan, M Ekinci, ME Ercin, S Ersoz 2019 medical technologies congress (TIPTEKNO), 1-4, 2019 | 2 | 2019 |
Image panorama without loss of focusing for microscopic systems H Doğan, E Baykal, M Ekinci 2017 International Conference on Computer Science and Engineering (UBMK …, 2017 | 2 | 2017 |
Regional realness-aware generative adversarial networks for stain normalization E Baykal Kablan Neural Computing and Applications 35 (24), 17915-17927, 2023 | 1 | 2023 |
A novel 2D and 3D wide-view imaging approach by controlling optimal range for cytopathological analysis in light microscopic system H Dogan, E Baykal, ME Ercin, S Ersoz, M Ekinci Optics Communications 430, 39-50, 2019 | 1 | 2019 |
StainSWIN: Vision transformer-based stain normalization for histopathology image analysis EB Kablan, S Ayas Engineering Applications of Artificial Intelligence 133, 108136, 2024 | | 2024 |
AVD-YOLOv5: a new lightweight network architecture for high-speed aortic valve detection from a new and large echocardiography dataset M Çakır, M Ekinci, EB Kablan, M Şahin Medical & Biological Engineering & Computing, 1-18, 2024 | | 2024 |
Implementation of Fast Gradient Sign Adversarial Attack on Vision Transformer Model and Development of Defense Mechanism in Classification of Dermoscopy Images E Kanca, S Ayas, EB Kablan, M Ekinci 2023 31st Signal Processing and Communications Applications Conference (SIU …, 2023 | | 2023 |