Dr. Öğr. Üyesi ABDULSAMET AKTAŞ

Yayın Ağı

Makaleler 13

1. Teeth identification and numbering in mixed dentition: evaluating deep learning models for pediatric panoramic radiographs

Özçelik E., Şimşek H., Aktaş A., İlhan H. O., Yaşa Y.

BMC ORAL HEALTH , cilt.1, sa.1, ss.1-22, 2026 (SCI-Expanded, Scopus)

2. Hi-LabSpermTracking: A Novel and High-Quality Sperm Tracking Dataset with an Advanced Ensemble Detection and Tracking Approach for Real-World Clinical Scenarios

Aktas A., Serbes G., Uzun H., Hüner Yiğit M., Aydın N., İlhan H. O.

ADVANCED INTELLIGENT SYSTEMS , cilt.7, sa.12, 2025 (SCI-Expanded, Scopus)

3. Improving Chronological Age Estimation in Children Using the Demirjian Method Enhanced with Transformer and Regression Models

Şimşek H., Aktaş A., İlhan H. O., Simsek N. K., Yaşa Y., Ozcelik E., et al.

JOURNAL OF IMAGING INFORMATICS IN MEDICINE , cilt.1, sa.1, ss.1-16, 2025 (SCI-Expanded, Scopus)

4. Unveiling the capabilities of vision transformers in sperm morphology analysis: a comparative evaluation

Aktaş A., Serbes G., İlhan H. O.

PEERJ COMPUTER SCIENCE , cilt.11, ss.1-32, 2025 (SCI-Expanded, Scopus)

5. Category-Aware Two-Stage Divide-and-Ensemble Framework for Sperm Morphology Classification

Türkoğlu A. K., Serbes G., Uzun H., Aktaş A., Hüner Yiğit M., İlhan H. O.

DIAGNOSTICS , cilt.15, sa.2234, ss.1-22, 2025 (SCI-Expanded, Scopus)

6. Detection of Jaw Lesions on Panoramic Radiographs Using Deep Learning Method

Çoban D., Yaşa Y., Aktaş A., İlhan H. O.

JOURNAL OF IMAGING INFORMATICS IN MEDICINE , cilt.1, ss.1-16, 2025 (SCI-Expanded, Scopus)

7. Advanced Multi-Level Ensemble Learning Approaches for Comprehensive Sperm Morphology Assessment

Aktaş A., Çap T., Serbes G., İlhan H. O., Uzun H.

DIAGNOSTICS , cilt.15, sa.12, ss.1-24, 2025 (SCI-Expanded, Scopus)

8. HeaRT: An Innovative Health Representation Transformer With Clustered Feature Augmentation for Biomedical Text Classification

PINAR M., Altinel A. B., AKTAŞ A.

IEEE Access , cilt.13, ss.215748-215770, 2025 (SCI-Expanded, Scopus)

9. Feature efficiency in IoMT security: A comprehensive framework for threat detection with DNN and ML.

Pınar M., Aktas A., Ülkü E. E.

COMPUTERS IN BIOLOGY AND MEDICINE , cilt.186, sa.186, ss.109603, 2025 (SCI-Expanded, Scopus)

10. Hi-LabSpermMorpho: A Novel Expert-Labeled Dataset with Extensive Abnormality Classes for Deep Learning-Based Sperm Morphology Analysis

AKTAŞ A., SERBES G., Yigit M. H., Aydın N., UZUN H., İLHAN H. O.

IEEE Access , cilt.12, ss.196070-196091, 2024 (SCI-Expanded, Scopus)

11. Crime Data Analysis with Association Rule Mining

ÇALIŞKAN D., YILDIZ K., DOĞAN B., AKTAŞ A.

International Periodical of Recent Technologies in Applied Engineering , cilt.2, sa.2, ss.42-50, 2020 (Hakemli Dergi) Sürdürülebilir Kalkınma

12. Tactile paving surface detection with deep learning methods

AKTAŞ A., DOĞAN B., DEMİR Ö.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , cilt.35, sa.3, ss.1685-1700, 2020 (SCI-Expanded, Scopus, TRDizin) Sürdürülebilir Kalkınma

13. R ile Sosyal Ağ Madenciliği

Sarıkaya U., DOĞAN B., AKTAŞ A.

Marmara Fen Bilimleri Dergisi , cilt.29, ss.94-101, 2017 (Hakemli Dergi)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 5

1. A Comparative Analysis of Convolutional Neural Networks, Vision Transformers and Hybrid Deep Learning Architectures for Lung CT Image Classification

Gülcan S. N., Tilki E., Acar K., Aktaş A., Pınar M., Altınel Girgin A. B.

2025 10th International Conference on Computer Science and Engineering (UBMK), İstanbul, Türkiye, 15 - 21 Eylül 2025, cilt.1, sa.1, ss.1-6, (Tam Metin Bildiri)

2. AI-Assisted Detection of Dental Findings in Panoramic Dental Radiographs

Selen İ., Erol Ü., Aktaş A., Pınar M., Altınel Girgin A. B.

2025 10th International Conference on Computer Science and Engineering (UBMK), İstanbul, Türkiye, 15 Eylül - 21 Aralık 2025, cilt.1, sa.1, ss.1-6, (Tam Metin Bildiri)