Elif Baykal Kablan

19 papers Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Correction to: Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging.
Medical Biol. Eng. Comput.
Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci
2025 J jnl
Detecting audio splicing forgery: A noise-robust approach with Swin Transformer and cochleagram.
J. Inf. Secur. Appl.
Tolgahan Gulsoy, Elif Kanca Gulsoy, Arda Ustubioglu, Beste Ustubioglu, Elif Baykal Kablan, Selen Ayas, Güzin Ulutas, Gul Tahaoglu, Mohamed Elhoseny
2025 J jnl
Enhancing the adversarial robustness in medical image classification: exploring adversarial machine learning with vision transformers-based models.
Neural Comput. Appl.
Elif Kanca Gulsoy, Selen Ayas, Elif Baykal Kablan, Murat Ekinci
2025 J jnl
Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging.
Medical Biol. Eng. Comput.
Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci
2025 J jnl
FocalNeXt: A ConvNeXt augmented FocalNet architecture for lung cancer classification from CT-scan images.
Expert Syst. Appl.
Tolgahan Gulsoy, Elif Baykal Kablan
2024 J jnl
AVD-YOLOv5: a new lightweight network architecture for high-speed aortic valve detection from a new and large echocardiography dataset.
Medical Biol. Eng. Comput.
Mervenur Çakir, Murat Ekinci, Elif Baykal Kablan, Mürsel Sahin
2024 — conf
An Ensemble Voting Approach for Shoulder Implant Classification from X-Ray Images.
TSP
Elif Baykal Kablan
2024 — conf
Automated Aortic Valve Calcific Area Segmentation in Echocardiography Images Using Fully Convolutional Neural Networks.
TSP
Mervenur Çakir, Murat Ekinci, Elif Baykal Kablan, Mürsel Sahin
2024 — conf
Robust Vision Transformer Model Against Adversarial Attacks in Medical Image Classification.
TSP
Elif Kanca, Tolgahan Gulsoy, Selen Avas, Elif Baykal Kablan
2024 J jnl
Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models.
Signal Image Video Process.
Elif Baykal Kablan, Selen Ayas
2024 J jnl
StainSWIN: Vision transformer-based stain normalization for histopathology image analysis.
Eng. Appl. Artif. Intell.
Elif Baykal Kablan, Selen Ayas
2024 — conf
Wavelet Knowledge Distillation for Efficient Stain Normalization in Digital Histopathology.
SIU
Sefa Keklik, Murat Ekinci, Elif Baykal Kablan
2023 — conf
Deep Learning-Based Automatic Detection of Aortic Valve on Echocardiographic Images.
SIU
Mervenur Çakir, Murat Ekinci, Elif Baykal Kablan, Mürsel Sahin
2023 — conf
Implementation of Fast Gradient Sign Adversarial Attack on Vision Transformer Model and Development of Defense Mechanism in Classification of Dermoscopy Images.
SIU
Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci
2023 — conf
Performance Comparison of Vision Transformer-Based Models in Medical Image Classification.
SIU
Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci
2023 J jnl
Regional realness-aware generative adversarial networks for stain normalization.
Neural Comput. Appl.
Elif Baykal Kablan
2021 J jnl
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.
Hulya Dogan, Elif Baykal Kablan, Murat Ekinci, Mustafa Emre Ercin, Safak Ersoz
2020 J jnl
An ensemble of fine-tuned fully convolutional neural networks for pleural effusion cell nuclei segmentation.
Comput. Electr. Eng.
Elif Baykal Kablan, Hulya Dogan, Mustafa Emre Ercin, Safak Ersoz, Murat Ekinci
2020 — —
Seröz efüzyon sitopatolojisinde makine öğrenmesi tabanlı tanı yaklaşımlarının geliştirilmesi ve uygulanması (Development and implementation of machine learning based diagnosis approaches in serous effusion cytopathology)
Elif Baykal Kablan