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ORCIDElif Baykal
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2020 – today
- 2025
[j11]Tolgahan Gulsoy
, Elif Baykal Kablan:
FocalNeXt: A ConvNeXt augmented FocalNet architecture for lung cancer classification from CT-scan images. Expert Syst. Appl. 261: 125553 (2025)- 2024
- [j10]Elif Baykal Kablan, Selen Ayas:
StainSWIN: Vision transformer-based stain normalization for histopathology image analysis. Eng. Appl. Artif. Intell. 133: 108136 (2024) - [j9]Mervenur Çakir, Murat Ekinci, Elif Baykal Kablan, Mürsel Sahin:
AVD-YOLOv5: a new lightweight network architecture for high-speed aortic valve detection from a new and large echocardiography dataset. Medical Biol. Eng. Comput. 62(8): 2511-2528 (2024) - [j8]Elif Baykal Kablan, Selen Ayas:
Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models. Signal Image Video Process. 18(8-9): 6353-6361 (2024) - [c15]Sefa Keklik, Murat Ekinci, Elif Baykal Kablan:
Wavelet Knowledge Distillation for Efficient Stain Normalization in Digital Histopathology. SIU 2024: 1-4 - [c14]Elif Baykal Kablan:
An Ensemble Voting Approach for Shoulder Implant Classification from X-Ray Images. TSP 2024: 92-95 - [c13]Mervenur Çakir, Murat Ekinci, Elif Baykal Kablan, Mürsel Sahin:
Automated Aortic Valve Calcific Area Segmentation in Echocardiography Images Using Fully Convolutional Neural Networks. TSP 2024: 96-100 - [c12]Elif Kanca, Tolgahan Gulsoy, Selen Avas, Elif Baykal Kablan:
Robust Vision Transformer Model Against Adversarial Attacks in Medical Image Classification. TSP 2024: 280-284 - 2023
- [j7]Elif Baykal Kablan:
Regional realness-aware generative adversarial networks for stain normalization. Neural Comput. Appl. 35(24): 17915-17927 (2023) - [c11]Mervenur Çakir, Murat Ekinci, Elif Baykal Kablan, Mürsel Sahin:
Deep Learning-Based Automatic Detection of Aortic Valve on Echocardiographic Images. SIU 2023: 1-4 - [c10]Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci:
Implementation of Fast Gradient Sign Adversarial Attack on Vision Transformer Model and Development of Defense Mechanism in Classification of Dermoscopy Images. SIU 2023: 1-4 - [c9]Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci:
Performance Comparison of Vision Transformer-Based Models in Medical Image Classification. SIU 2023: 1-4 - 2021
- [j6]Hulya Dogan, Elif Baykal Kablan, Murat Ekinci, Mustafa Emre Ercin, Safak Ersoz:
A hybrid technique using modified ICP algorithm for faster and automatic 2D & 3D microscopic image stitching in cytopathologic examination. Turkish J. Electr. Eng. Comput. Sci. 29(4): 2154-2169 (2021) - [j5]Hasan Dinçer, Elif Baykal, Serhat Yüksel:
Analysis of spiritual leadership and ethical climate for banking industry using an integrated IT2 fuzzy decision-making model. J. Intell. Fuzzy Syst. 40(1): 1443-1455 (2021) - 2020
- [b1]Elif Baykal Kablan:
Seröz efüzyon sitopatolojisinde makine öğrenmesi tabanlı tanı yaklaşımlarının geliştirilmesi ve uygulanması (Development and implementation of machine learning based diagnosis approaches in serous effusion cytopathology). Karadeniz Technical University, Turkey, 2020 - [j4]Elif Baykal Kablan, Hulya Dogan, Mustafa Emre Ercin, Safak Ersoz, Murat Ekinci:
An ensemble of fine-tuned fully convolutional neural networks for pleural effusion cell nuclei segmentation. Comput. Electr. Eng. 81: 106533 (2020) - [j3]Elif Baykal, Hulya Dogan, Mustafa Emre Ercin, Safak Ersoz, Murat Ekinci:
Modern convolutional object detectors for nuclei detection on pleural effusion cytology images. Multim. Tools Appl. 79(21-22): 15417-15436 (2020) - [j2]Elif Baykal, Hulya Dogan, Mustafa Emre Ercin, Safak Ersoz, Murat Ekinci:
Transfer learning with pre-trained deep convolutional neural networks for serous cell classification. Multim. Tools Appl. 79(21-22): 15593-15611 (2020)
2010 – 2019
- 2019
- [j1]Hasan Dinçer, Elif Baykal, Serhat Yüksel:
Innovative capacity-based approach to blue ocean strategies of family firms: An IT2 fuzzy hybrid decision-making analysis for potential investors. J. Intell. Fuzzy Syst. 37(6): 8459-8470 (2019) - 2018
- [c8]Elif Baykal, Hulya Dogan, Mustafa Emre Ercin, Safak Ersoz, Murat Ekinci:
Automated nuclei detection in serous effusion cytology with stacked sparse autoencoders. SIU 2018: 1-4 - [c7]Hulya Dogan, Elif Baykal, Mustafa Emre Ercin, Safak Ersoz, Murat Ekinci:
3D panoramic imaging for cytopatological analysis in light microscopic system. SIU 2018: 1-4 - 2017
- [c6]Elif Baykal, Hulya Dogan, Murat Ekinci, Mustafa Emre Ercin, Safak Ersoz:
Automated Cell Nuclei Segmentation in Pleural Effusion Cytology Using Active Appearance Model. CAIP (2) 2017: 59-69 - [c5]Hulya Dogan, Elif Baykal, Murat Ekinci, Mustafa Emre Ercin, Safak Ersoz:
Optimal focusing with extended depth of focus in microscopic systems. SIU 2017: 1-4 - [c4]Elif Baykal, Hulya Dogan, Murat Ekinci, Mustafa Emre Ercin, Safak Ersoz:
Automated nuclei detection in serous effusion cytology based on machine learning. SIU 2017: 1-4 - 2016
- [c3]Elif Baykal, Beste Ustubioglu, Güzin Ulutas:
Image forgery detection based on SIFT and k-means++. TSP 2016: 474-477 - 2015
- [c2]Elif Baykal, Murat Ekinci:
Extraction of unrestricted palm patterns in a 3D environment and its application in biometrics. SIU 2015: 1749-1752 - 2014
- [c1]Elif Baykal, Murat Ekinci:
Unrestricted pattern selection in contactless palmprint identification systems. SIU 2014: 1885-1888
Coauthor Index
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