Publications & Works

Publication Network
Articles 17
All (17)
SCI-E, SSCI, AHCI (13)
SCI-E, SSCI, AHCI, ESCI (14)
ESCI (1)
Scopus (14)
TRDizin (1)
Other Publications (1)

1. Multi-scale feature integration with enhanced cytomorph for high-accuracy cervical cytology classification

Kılıç E. İ., Kılıç Ş.
PLOS ONE , vol.21, no.6 June, 2026 (SCI-Expanded, Scopus) Creative Commons License

2. PlantPathNet: a novel network based on cross-layer feature integration for plant disease classification

Sonmez D. P., Kılıç Ş.
FRONTIERS IN PLANT SCIENCE , vol.17, 2026 (SCI-Expanded, Scopus) Creative Commons License

3. A pruned and parameter-efficient Xception framework for skin cancer classification

Kılıç Ş., Doğan Y.
PLOS ONE , vol.21, no.3 March, 2026 (SCI-Expanded, Scopus)

4. Attention-Based Dual-Path Deep Learning for Blood Cell Image Classification Using ConvNeXt and Swin Transformer

Kılıç Ş.
Journal of Imaging Informatics in Medicine , vol.39, no.1, pp.564-582, 2026 (SCI-Expanded, Scopus)

5. DeepInsight-Net: a CBAM-enhanced ResNet50 framework with focal loss for robust cervical cancer classification on multi-center datasets

Kılıç E. İ., Kılıç Ş.
Frontiers in Medicine , vol.13, 2026 (SCI-Expanded, Scopus) Creative Commons License

6. DiagNeXt: A Two-Stage Attention-Guided ConvNeXt Framework for Kidney Pathology Segmentation and Classification

Tekin H., Kılıç Ş., Doğan Y.
JOURNAL OF IMAGING , vol.11, no.12, pp.1-26, 2025 (ESCI, Scopus) Creative Commons License

7. Densenet201+ with multi-scale attention and deep feature engineering for automated Kellgren–Lawrence grading of knee osteoarthritis

Kılıç Ş.
PEERJ COMPUTER SCIENCE , no.11, pp.1-31, 2025 (SCI-Expanded, Scopus) Creative Commons License

8. HybridVisionNet: An advanced hybrid deep learning framework for automated multi-class ocular disease diagnosis using fundus imaging

Kılıç Ş.
Ain Shams Engineering Journal , vol.16, no.10, 2025 (SCI-Expanded, Scopus) Sustainable Development

9. Enhanced Vertebra-GNN: A Graph-Based Deep Learning Framework for Anatomically Informed Spinal Disease Classification

Kılıç Ş.
JOURNAL OF IMAGING INFORMATICS IN MEDICINE , pp.1-16, 2025 (SCI-Expanded) Creative Commons License

10. A Novel Multi-Head Attention Framework for COVID-19 Detection: Hybrid Integration of MobileNet and VGG19 with Enhanced Feature Learning

Kılıç Ş.
Çukurova Üniversitesi Mühendislik Fakültesi dergisi , vol.3, no.40, pp.655-670, 2025 (TRDizin) Creative Commons License

11. FocusGate-Net: A dual-attention guided MLP-convolution hybrid network for accurate and efficient medical image segmentation

Kılıç Ş.
PLOS ONE , no.e0331896, pp.1-23, 2025 (SCI-Expanded, Scopus)

12. Deep feature engineering for accurate sperm morphology classification using CBAM-enhanced ResNet50

Kılıç Ş.
PLOS ONE , no.e0330914, pp.1-26, 2025 (SCI-Expanded, Scopus) Sustainable Development

13. Deep Learning for Automatic Classification of Fruits and Vegetables: Evaluation from the Perspectives of Efficiency and Accuracy

Kılıç Ş.
Türkiye Teknoloji ve Uygulamalı Bilimler Dergisi , vol.5, no.2, pp.151-171, 2024 (Peer-Reviewed Journal)

14. Deep Learning Based Gender Identification Using Ear Images

Kılıç Ş., Doğan Y.
Traitement du Signal , vol.40, no.4, pp.1629-1639, 2023 (SCI-Expanded, Scopus) Creative Commons License

15. A New Approach for Human Recognition Through Wearable Sensor Signals

Kilic Ş., Kaya Y., ASKERBEYLİ İ.
ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , vol.46, no.4, pp.4175-4189, 2021 (SCI-Expanded)

16. Using ResNet Transfer Deep Learning Methods in Person Identification According to Physical Actions

Kilic Ş., Askerzade I., Kaya Y.
IEEE ACCESS , vol.8, pp.220364-220373, 2020 (SCI-Expanded, Scopus)

17. İngiltere ve Türkiye�deki Sınıflarda Mobil Teknolojiler Arasındaki Farklılıklar

Kılıç Ş.
Academia Eğitim Araştırmaları Dergisi , vol.2, pp.1-10, 2018 (Scopus)
Papers Presented at Peer-Reviewed Scientific Conferences 2

1. Evaluating Deep Learning Model Robustness Across Multiple Retinal Image Datasets: A Cross-Dataset Performance Analysis

Kılıç Ş.
Proceedings of the 9th International HasanKeyf Scientific Research and Innovation Congress, Batman, Turkey, 25 - 28 February 2025, pp.111-118, (Full Text)

2. Enhanced Blood Cell Classification Using Convnext Architectures With Multi-Scale Preprocessing

Kılıç Ş.
Proceedings of the 9th International HasanKeyf Scientific Research and Innovation Congress, Batman, Turkey, 25 - 28 February 2025, pp.121-128, (Full Text)