Elif Baykal Kablan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 13

Top Topics

Dermoscopy Images

Automatic Detection

Convolutional Neural Networks

Image Stitching

Top Venues

Comput. Electr. Eng.

Eng. Appl. Artif. Intell.

Publications

Elif Baykal Kablan, Selen Ayas
Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models. Signal Image Video Process. 18 (8-9) (2024)
Sefa Keklik, Murat Ekinci, Elif Baykal Kablan
Wavelet Knowledge Distillation for Efficient Stain Normalization in Digital Histopathology. SIU (2024)
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) (2024)
Elif Kanca, Tolgahan Gulsoy, Selen Avas, Elif Baykal Kablan
Robust Vision Transformer Model Against Adversarial Attacks in Medical Image Classification. TSP (2024)
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)
Elif Baykal Kablan, Selen Ayas
StainSWIN: Vision transformer-based stain normalization for histopathology image analysis. Eng. Appl. Artif. Intell. 133 (2024)
Elif Baykal Kablan
An Ensemble Voting Approach for Shoulder Implant Classification from X-Ray Images. TSP (2024)
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)
Mervenur Çakir, Murat Ekinci, Elif Baykal Kablan, Mürsel Sahin
Deep Learning-Based Automatic Detection of Aortic Valve on Echocardiographic Images. SIU (2023)
Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci
Performance Comparison of Vision Transformer-Based Models in Medical Image Classification. SIU (2023)
Elif Baykal Kablan
Regional realness-aware generative adversarial networks for stain normalization. Neural Comput. Appl. 35 (24) (2023)
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) (2021)
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 (2020)