Fırat Üniversitesi Elektrik- Elektronik Mühendisliği 2013-2017

Fırat Üniversitesi Elektrik- Elektronik Mühendisliği Telekomünikasyon A.B.D Yüksek Lisans 2018-2021

Fırat Üniversitesi Elektrik- Elektronik Mühendisliği Telekomünikasyon A.B.D Doktora 2021- Devam ediyor

1. MorphMaskFormer: A Transformer-Based Deep Segmentation Model for Multi-Class Demirjian Stage Estimation from Panoramic Radiographs
   M Kıranşal, STA Özçelik, T Aydan, H Üzen, H Fırat, A Şengür, ...
   Oral Surgery, Oral Medicine, Oral Pathology and Oral Radiology (SCI) Q2, 2026
2. Channel-boosted multi-scale R-CNN for accurate and real-time ship and land detection in complex SAR scenes
   K Hanbay, STA Özçelik, M Altın, H Üzen
   Measurement, 120264, (SCI) Q1, 2026
3. Deep Learning-Assisted Detection and Classification of Thymoma Tumors in CT Scans
   M Kılıç, M Bıyıklı, STA Özçelik, H Üzen, H Fırat
   Diagnostics 15 (24), 3191, (SCI) Q1, 2025
4. Machine Learning‐Based Risk Prediction for Feline Mammary Tumours: A Comprehensive Epidemiological Analysis Using Multi‐Model Ensemble Approach
   KNÇ Özçelik, STA Özçelik, S Timurkaan
   Veterinary and Comparative Oncology, (SCI) Q2, 2025
5. A Deep Learning-Based EffConvNeXt Model for Automatic Classification of Cystic Bronchiectasis: An Explainable AI Approach
   V Tekin, M Tekinhatun, STA Özçelik, H Fırat, H Üzen
   Journal of Imaging Informatics in Medicine, 1-26 (SCI) Q1, 2025
6. A Machine Learning Framework for Regional Damage Assessment Using Multi-Station Seismic Parameters: Insights from the 2023 Kahramanmaraş Earthquakes
   ÖF Nemutlu, STA Özçelik, M Freeshah
   Buildings 15 (18), 3326 (SCI) Q2, 2025
7. Seismic Foresight: A Novel Multi-Input 1D Convolutional Mixer Model for Earthquake Prediction Using Ionospheric Signals
   H Uyanik, M Kokum, E Senturk, M Freeshah, STA Ozcelik, MH Akpinar, ...
   IEEE Access (SCI) Q2, 2025
8. Optimized Multi-Scale Detection and Numbering of Teeth in Panoramic Radiographs Using DentifyNet
   STA Özçelik, H Üzen, A Sengur, M Türkoğlu, A Çelebi, NM Sobahi
   IEEE Access (SCI) Q2, 2025
9. Central serous retinopathy classification with deep learning-based multilevel feature extraction from optical coherence tomography images
   H Üzen, H Fırat, STA Özçelik, E Yusufoğlu, İB Çiçek, A Şengür
   Optics & Laser Technology 184, 112519 (SCI) Q1, 2025
10. Hybrid CNN-Transformer Model for Accurate Impacted Tooth Detection in Panoramic Radiographs

    DB Küçük, A Imak, STA Özçelik, A Çelebi, M Türkoğlu, A Sengur, ...

    Diagnostics 15 (3), 244 (SCI) Q1, 2025
11. A Comprehensive CNN Model for Age-Related Macular Degeneration Classification Using OCT: Integrating Inception Modules, SE Blocks, and ConvMixer

    E Yusufoğlu, H Fırat, H Üzen, STA Özçelik, İB Çiçek, A Şengür, O Atila, ...

    Diagnostics 14 (24), 2836 (SCI) Q1,2024
12. Enhanced Panoramic Radiograph-Based Tooth Segmentation and Identification Using an Attention Gate-Based Encoder–Decoder Network

    STA Özçelik, H Üzen, A Şengür, H Fırat, M Türkoğlu, A Çelebi, S Gül, ...

    Diagnostics 14 (23), 2719 (SCI) Q1, 2024
13. A Multi-Input Convolutional Neural Networks Model for Earthquake Precursor Detection Based on Ionospheric Total Electron Content

    H Uyanık, E Şentürk, MH Akpınar, STA Ozcelik, M Kokum, M Freeshah, ...

    Remote Sensing 15 (24), 5690 (SCI) Q1,2023
14. Automated Hypertension Detection Using ConvMixer and Spectrogram Techniques with Ballistocardiograph Signals

    STA Ozcelik, H Uyanık, E Deniz, A Sengur

    Diagnostics 13 (2), 1-18 (SCI) Q1,2023
15. Use of differential entropy for automated emotion recognition in a virtual reality environment with EEG signals

    H Uyanık, STA Ozcelik, ZB Duranay, A Sengur, UR Acharya

    Diagnostics 12 (10), 2508 (SCI) Q1,2022

1. Development of rapid visual screening method for earthquake risk assessment of existing RC buildings using deep learning-based classification
   ÖF Nemutlu, H Üzen, STA Özçelik, A Sarı
   4 th International Civil Engineering & Architecture Conference, 483-492

2. Deep Learning-Based Automatic Cancer Diagnosis Using Histopathological Images
   STA Ozcelik, H Uzen, A Sengur
   2023 Avrasya 8th Internatıonal Conference On Applıed Scıences 8, 148-156
   
   
3. Using Blood Parameters and Chest X-Ray Images in Adult Pneumonia Patients with the Help of Deep Learning
   H Uyanık, STA Ozcelik, Z. Kadiroglu
   9th International Azerbaijan Congress on Life, Engineering, Mathematical, and Applied Sciences || Congress Proceedings Book
   
   
4. Tooth Numbering in Panoramic Radiographs with Deep Learning According to FDI System
   STA Ozcelik, H Uyanık, H Uzen
   9th International Azerbaijan Congress on Life, Engineering, Mathematical, and Applied Sciences || Congress Proceedings Book