Oğuzhan KATAR

Fırat University — Turkey

Medicine · Health Sciences

8h-index244citations25works5.62yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(6), AI in cancer detection(5), COVID-19 diagnosis using AI(4), Digital Imaging for Blood Diseases(4), Advanced Neural Network Applications(3)

Publications25 total

A Novel Scenario-Based Comparative Framework for Short- and Medium-Term Solar PV Power Forecasting Using Deep Learning Models
Applied Sciences·2025· 1 citedOpen Access
A Novel Hybrid Model for Automatic Non-Small Cell Lung Cancer Classification Using Histopathological Images
Diagnostics·2024· 14 citedOpen Access
A Novel AI-based Hybrid Ensemble Segmentation CAD System for Lumber Spine Stenosis pathological Regions Using MRI Axial Images
2024· 6 cited
Comparison of Explainable Artificial Intelligence Model and Radiologist Review Performances to Detect Breast Cancer in 752 Patients
Journal of Ultrasound in Medicine·2024· 13 citedOpen Access
Akciğer Kanseri Tespitinde Sınıf Aktivasyon Haritaları Kullanarak Açıklanabilir Derin Öğrenme Modeli ve Radyolog Değerlendirmesi
DergiPark (Istanbul University)·2024Open Access
Classification of Malware Images Using Fine-Tunned ViT
Sakarya University Journal of Computer and Information Sciences·2024· 2 citedOpen Access
Deep Learning Techniques for Automated Dementia Diagnosis Using Neuroimaging Modalities: A Systematic Review
IEEE Access·2024· 3 citedOpen Access
Vision Transformer Model for Efficient Stroke Detection in Neuroimaging
2023· 6 cited
Breast Cancer Segmentation from Ultrasound Images Using ResNext-based U-Net Model
Bitlis Eren Üniversitesi Fen Bilimleri Dergisi·2023· 3 citedOpen Access
An Explainable Vision Transformer Model Based White Blood Cells Classification and Localization
Diagnostics·2023· 26 citedOpen Access
Evaluation of GPT-3 AI Language Model in Research Paper Writing
Turkish Journal of Science and Technology·2023· 17 citedOpen Access
An Explainable Vision Transformer Model Based White Blood Cells Classification and Localization
Preprints.org·2023· 14 citedOpen Access
A new Intrusion Detection System for Secured IoT/IIoT Networks based on LGBM
Gazi Üniversitesi Fen Bilimleri Dergisi Part C Tasarım ve Teknoloji·2023· 1 citedOpen Access
U-Net-Based Detection of Road and Lane Markings from High-Resolution Images
Akıllı Ulaşım Sistemleri ve Uygulamaları Dergisi·2023Open Access
A Deep Learning-Based System to Assist Radiologists in Detecting COVID-19 Disease from Chest Computed Tomography Images
Karadeniz Fen Bilimleri Dergisi·2023· 1 citedOpen Access
An Explainable Deep Learning Model to Prediction Dental Caries Using Panoramic Radiograph Images
Diagnostics·2023· 87 citedOpen Access
U-NET BASED CAR DETECTION METHOD FOR UNMANNED AERIAL VEHICLES
Mühendislik Bilimleri ve Tasarım Dergisi·2022· 3 citedOpen Access
Automatic Classification of White Blood Cells Using Pre-Trained Deep Models
Sakarya University Journal of Computer and Information Sciences·2022· 8 citedOpen Access
Automated Semantic Segmentation for Autonomous Railway Vehicles
Tehnički glasnik·2022· 7 citedOpen Access
A Deep Learning Model Collaborates with an Expert Radiologist to Classify Brain Tumors from MR Images
Turkish Journal of Science and Technology·2022· 5 citedOpen Access
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Frequent Co-authors

Özal Yıldırım(14), U. Rajendra Acharya(5), Erkan Duman(4), Murat Aydoğan(3), Faruk Öztekin(2), Ferhat Sadak(2), Tuba Talo Yıldırım(2), Dilek Özkan(2), Ru‐San Tan(2), İlhan Fırat Kılınçer(2), Mugahed A. Al–antari(2), Tülin Öztürk(2), Muhammed Yıldırım(1), Hakan Çakar(1), Zeynep Özpolat(1), Oliver Faust(1), Paweł Pławiak(1), Muhammed Talo(1), Murat Karabatak(1), Gpt -(1)