articles

The articles of the faculty members of our department published in the last 5 years are listed.

Author

Title

Year of Publication Article Type

Elif BAYKAL KABLAN

(Corresponding author)

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

2024 SCI - Expanded

Elif BAYKAL KABLAN

(Corresponding author)

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

2024 SCI - Expanded

Hülya DOĞAN

(Corresponding author)

A higher performance shape from focus strategy based on unsupervised deep learning for 3D shape reconstruction

2024 SCI - Expanded

Hülya DOĞAN

(Corresponding author)

DL-EDOF: Novel Multi-Focus Image Data Set and Deep Learning-Based Approach for More Accurate and Specimen-Free Extended Depth of Focus

2024 SCI - Expanded

Rukiye SAVRAN KIZILTEPE

(Corresponding author)

Integration of Feature and Decision Fusion With Deep Learning Architectures for Video Classification

2024 SCI - Expanded

Mervenur ÇAKIR

(Corresponding author)

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

2024 SCI - Expanded

Elif BAYKAL KABLAN

(Corresponding author)

Performance comparison of visual transformer-based models for shoulder implant classification

2024 TR - Dizin

Çağatay Murat YILMAZ

(Corresponding author)

Advancements in Image Feature-Based Classification of Motor Imagery EEG Data: A Comprehensive Review

2023 SCI - Expanded

Elif BAYKAL KABLAN

(Corresponding author)

Regional realness-aware generative adversarial networks for stain normalization

2023 SCI - Expanded

Hülya DOĞAN

(Corresponding author)

A Comprehensive Review of Computer-based Techniques for R-Peaks/QRS Complex Detection in ECG Signal

2023 SCI-Expanded 

Rukiye SAVRAN KIZILTEPE

(Corresponding author)

A novel keyframe extraction method for video classification using deep neural networks

2023 SCI - Expanded

Hülya DOĞAN

(Corresponding author)

A New High-Quality Focus Measurement Operator Based on Nonsubsampled Shearlet Transform for 3D Shape Reconstruction

2023 TR - Dzin

Elif KANCA

(Corresponding author)

Dengesiz Veri Kümelerinde Topluluk Yöntemlerine Dayalı Melanom Sınıflandırılması

2022 TR - Dizin

Hülya DOĞAN

(Corresponding author)

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

2021 SCI - Expanded

Hülya DOĞAN

(Corresponding author)

Estimation of Optimal Range for Shape From Focus in Microscopic System

2021 Hakemli Dergi

Elif BAYKAL KABLAN

(Corresponding author)

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

2020 SCI - Expanded

Elif BAYKAL KABLAN

(Corresponding author)

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

2020 SCI - Expanded

Elif BAYKAL KABLAN

(Corresponding author)

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

2020 SCI - Expanded

Hülya DOĞAN

(Corresponding author)

A novel 2D and 3D wide-view imaging approach by controlling optimal range for cytopathological analysis in light microscopic system

2019 SCI - Expanded