Elif Baykal Kablan

Karadeniz Technical University — Turkey

Computer Science · Physical Sciences

5h-index120citations37works2.62yr avg
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Research Topics

AI in cancer detection(9), Adversarial Robustness in Machine Learning(6), COVID-19 diagnosis using AI(6), Advanced X-ray and CT Imaging(6), Cell Image Analysis Techniques(5)

Publications37 total

Facial Botox Injection Point Detection Using YOLOv8 Enhanced with CBAM and BiFPN: A Multi-Perspective Deep Learning Approach
Journal of Imaging Informatics in Medicine·2026
Analyzing Middle School Students’ Distance Education Experiences in COVID-19 via Sentiment Analysis and Topic Modeling
The International Review of Research in Open and Distributed Learning·2026Open Access
Detecting audio splicing forgery: A noise-robust approach with Swin Transformer and cochleagram
Journal of Information Security and Applications·2025Open Access
Parasite Classification in Biomedical Imaging Utilizing Vision Mamba
2025
Advancing Colorectal Polyp Detection and Segmentation Through YOLOv11 Architecture
2025· 1 cited
Remote Sensing Scene Image Classification with Swin Transformer-Based Transfer Learning
2025· 1 cited
A New Aortic Valve Calcium Scoring Framework for Automatic Calcification Detection in Echocardiography
Journal of Imaging Informatics in Medicine·2025· 1 cited
Automatic Botox Injection Points Detection Based on Deep Learning
2025· 1 cited
X-Işını Görüntüleri Kullanılarak Omuz İmplantlarının Tespiti ve Sınıflandırılmasında YOLOv5 Modellerinin Performanslarının İncelenmesi
Deu Muhendislik Fakultesi Fen ve Muhendislik·2025Open Access
Enhancing the adversarial robustness in medical image classification: exploring adversarial machine learning with vision transformers-based models
Neural Computing and Applications·2024· 2 cited
Correction to: Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging
Medical & Biological Engineering & Computing·2024· 1 citedOpen Access
Evaluating and enhancing the robustness of vision transformers against adversarial attacks in medical imaging
Medical & Biological Engineering & Computing·2024· 4 cited
Generating Robust Adversarial Images in Medical Image Classification using GANs
2024· 1 cited
Deep Learning-Based Audio Splicing Forgery Detection Using PVTv2 Transformer
2024· 1 cited
FocalNeXt: A ConvNeXt augmented FocalNet architecture for lung cancer classification from CT-scan images
Expert Systems with Applications·2024· 26 cited
Ekokardiyografi Görüntülerinde Aort Kapak Kalsifikasyon Segmentasyonu için Veri Artırma Yöntemlerinin İrdelenmesi
Karadeniz Fen Bilimleri Dergisi·2024Open Access
An Ensemble Voting Approach for Shoulder Implant Classification from X-Ray Images
2024· 1 cited
Robust Vision Transformer Model Against Adversarial Attacks in Medical Image Classification
2024· 1 cited
Automated Aortic Valve Calcific Area Segmentation in Echocardiography Images Using Fully Convolutional Neural Networks
2024· 3 cited
Skin lesion classification from dermoscopy images using ensemble learning of ConvNeXt models
Signal Image and Video Processing·2024· 8 cited
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Frequent Co-authors

Selen Ayas(18), Murat Ekіncі(17), Elif Kanca(13), Tolgahan Gulsoy(11), Hülya Doğan(5), Mustafa Emre Erçin(5), Şafak Ersöz(5), Mervenur Çakır(4), Mürsel Şahin(4), Deniz Aksu Arıca(2), Arda Üstübıoğlu(2), Beste Üstübıoğlu(2), Güzin Ulutaş(2), Leyla Baykal Selçuk(1), Büşranur Kiliç(1), Sedanur Savas(1), Murat Ekinci(1), Leyla Baykal Selçuk(1), Ekrem Bahçekapılı(1), Bülent Kandemir(1)