Elif Baykal

According to our database, Elif Baykal authored at least 27 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

FocalNeXt: A ConvNeXt augmented FocalNet architecture for lung cancer classification from CT-scan images.

Tolgahan Gulsoy, Elif Baykal Kablan

Expert Syst. Appl., 2025

2024

Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models.

Elif Baykal Kablan, Selen Ayas

Signal Image Video Process., September, 2024

AVD-YOLOv5: a new lightweight network architecture for high-speed aortic valve detection from a new and large echocardiography dataset.

Mervenur Çakir, Murat Ekinci, Elif Baykal Kablan, Mürsel Sahin

Medical Biol. Eng. Comput., August, 2024

StainSWIN: Vision transformer-based stain normalization for histopathology image analysis.

Elif Baykal Kablan, Selen Ayas

Eng. Appl. Artif. Intell., 2024

Robust Vision Transformer Model Against Adversarial Attacks in Medical Image Classification.

Elif Kanca, Tolgahan Gulsoy, Selen Avas, Elif Baykal Kablan

Proceedings of the 47th International Conference on Telecommunications and Signal Processing, 2024

An Ensemble Voting Approach for Shoulder Implant Classification from X-Ray Images.

Elif Baykal Kablan

Proceedings of the 47th International Conference on Telecommunications and Signal Processing, 2024

Automated Aortic Valve Calcific Area Segmentation in Echocardiography Images Using Fully Convolutional Neural Networks.

Mervenur Çakir, Murat Ekinci, Elif Baykal Kablan, Mürsel Sahin

Proceedings of the 47th International Conference on Telecommunications and Signal Processing, 2024

Wavelet Knowledge Distillation for Efficient Stain Normalization in Digital Histopathology.

Sefa Keklik, Murat Ekinci, Elif Baykal Kablan

Proceedings of the 32nd Signal Processing and Communications Applications Conference, 2024

2023

Regional realness-aware generative adversarial networks for stain normalization.

Elif Baykal Kablan

Neural Comput. Appl., August, 2023

Performance Comparison of Vision Transformer-Based Models in Medical Image Classification.

Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Implementation of Fast Gradient Sign Adversarial Attack on Vision Transformer Model and Development of Defense Mechanism in Classification of Dermoscopy Images.

Elif Kanca, Selen Ayas, Elif Baykal Kablan, Murat Ekinci

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

Deep Learning-Based Automatic Detection of Aortic Valve on Echocardiographic Images.

Mervenur Çakir, Murat Ekinci, Elif Baykal Kablan, Mürsel Sahin

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023

2021

Analysis of spiritual leadership and ethical climate for banking industry using an integrated IT2 fuzzy decision-making model.

Hasan Dinçer, Elif Baykal, Serhat Yüksel

J. Intell. Fuzzy Syst., 2021

A hybrid technique using modified ICP algorithm for faster and automatic 2D & 3D microscopic image stitching in cytopathologic examination.

Hulya Dogan, Elif Baykal Kablan, Murat Ekinci, Mustafa Emre Ercin, Safak Ersoz

Turkish J. Electr. Eng. Comput. Sci., 2021

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

PhD thesis, 2020

Transfer learning with pre-trained deep convolutional neural networks for serous cell classification.

Elif Baykal, Hulya Dogan, Mustafa Emre Ercin, Safak Ersoz, Murat Ekinci

Multim. Tools Appl., 2020

Modern convolutional object detectors for nuclei detection on pleural effusion cytology images.

Elif Baykal, Hulya Dogan, Mustafa Emre Ercin, Safak Ersoz, Murat Ekinci

Multim. Tools Appl., 2020

An ensemble of fine-tuned fully convolutional neural networks for pleural effusion cell nuclei segmentation.

Elif Baykal Kablan, Hulya Dogan, Mustafa Emre Ercin, Safak Ersoz, Murat Ekinci

Comput. Electr. Eng., 2020

2019

Innovative capacity-based approach to blue ocean strategies of family firms: An IT2 fuzzy hybrid decision-making analysis for potential investors.

Hasan Dinçer, Elif Baykal, Serhat Yüksel

J. Intell. Fuzzy Syst., 2019

2018

3D panoramic imaging for cytopatological analysis in light microscopic system.

Hulya Dogan, Elif Baykal, Mustafa Emre Ercin, Safak Ersoz, Murat Ekinci

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Automated nuclei detection in serous effusion cytology with stacked sparse autoencoders.

Elif Baykal, Hulya Dogan, Mustafa Emre Ercin, Safak Ersoz, Murat Ekinci

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

2017

Automated nuclei detection in serous effusion cytology based on machine learning.

Elif Baykal, Hulya Dogan, Murat Ekinci, Mustafa Emre Ercin, Safak Ersoz

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Optimal focusing with extended depth of focus in microscopic systems.

Hulya Dogan, Elif Baykal, Murat Ekinci, Mustafa Emre Ercin, Safak Ersoz

Proceedings of the 25th Signal Processing and Communications Applications Conference, 2017

Automated Cell Nuclei Segmentation in Pleural Effusion Cytology Using Active Appearance Model.

Elif Baykal, Hulya Dogan, Murat Ekinci, Mustafa Emre Ercin, Safak Ersoz

Proceedings of the Computer Analysis of Images and Patterns, 2017

2016

Image forgery detection based on SIFT and k-means++.

Elif Baykal, Beste Ustubioglu, Güzin Ulutas

Proceedings of the 39th International Conference on Telecommunications and Signal Processing, 2016

2015

Extraction of unrestricted palm patterns in a 3D environment and its application in biometrics.

Elif Baykal, Murat Ekinci

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

2014

Unrestricted pattern selection in contactless palmprint identification systems.

Elif Baykal, Murat Ekinci

Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014