All Stories

  1. Adaptive Logit Fusion for Mitigating Class Imbalance in Multi-Category Sperm Morphology Assessment

    Article • Life, March 2026, MDPI AG

    Hamza ILHAN

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

    Article • Journal of Imaging Informatics in Medicine, December 2025, Springer Science + Business Media

    Hamza ILHAN

  3. End-to-end CNN-based detection of permanent first molars and prediction of root development stages from panoramic radiographs

    Article • Scientific Reports, November 2025, Springer Science + Business Media

    Hamza ILHAN

  4. Loss‐Based Ensemble Generative Adversarial Network Model for Enhancing the Sperm Morphology Classification

    Article • Advanced Intelligent Systems, September 2025, Wiley

    Hamza ILHAN

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

    Article • Diagnostics, September 2025, MDPI AG

    Hamza ILHAN

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

    Article • Journal of Imaging Informatics in Medicine, August 2025, Springer Science + Business Media

    Hamza ILHAN

  7. Olfactory EEG based Alzheimer disease classification through transformer based feature fusion with tunable Q-factor wavelet coefficient mapping

    Article • Frontiers in Neuroscience, August 2025, Frontiers

    Hamza ILHAN

  8. Deep learning based automated non-barcoded product identification system for in-person shopping

    Article • The European Physical Journal Special Topics, July 2025, Springer Science + Business Media

    Hamza ILHAN

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

    Article • Advanced Intelligent Systems, July 2025, Wiley

    Hamza ILHAN

  10. Realistic Cranial Defect Design and Integration Approach in CT-Based Segmented Skulls

    Article • June 2025, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

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

    Article • Diagnostics, June 2025, MDPI AG

    Hamza ILHAN

  12. Comparative Analysis of Conventional and Modified Capsule Networks for Sperm Morphology Assessment

    Article • December 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  13. Derin Öğrenme Yöntemleri ile Ektopik Erüpsiyon bölgelerinin tespiti ve şiddet sınıflandırması

    Article • May 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  14. The evaluation of the effect of data balancing over the classification performances of ensemble of networks for the diabetic retinopathy

    Article • Sigma Journal of Engineering and Natural Sciences – Sigma Mühendislik ve Fen Bilimleri Dergisi, January 2024, Kare Publishing

    Hamza ILHAN

  15. The Effect of Differently Optimized Histogram Stretching Techniques on the Classification Performance of Sperm Morphology

    Article • November 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  16. Investigating the Effect of Spatial Fusion of Different Color Spaces on Deep Learning-Based Sperm Image Classification Performance

    Article • September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  17. The Performance Analysis of Convolutional Neural Networks and Vision Transformers in the Classification of Sperm Morphology

    Article • September 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  18. The Evaluation of Nature-Inspired Optimization Techniques for Contrast Enhancement in Images: A Novel Software Tool

    Article • Traitement du signal, August 2023, International Information and Engineering Technology Association

    Hamza ILHAN

  19. Decision Level Fusion of Transfer Learning based Models for Diagnosing Lung and Colon Cancer

    Article • July 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  20. Classification of PCA based Reduced Deep Features by SVM for Diagnosing Lung and Colon Cancer

    Article • June 2023, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  21. Detection of sperm cells by single-stage and two-stage deep object detectors

    Article • Biomedical Signal Processing and Control, May 2023, Elsevier

    Hamza ILHAN

  22. Domates yapraklarında hastalık tespiti için önerilen hafif evrişimli sinir ağı ile önceden eğitilmiş ağların performans karşılaştırması

    Article • Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi, October 2022, Journal of the Faculty of Engineering and Architecture of Gazi University

    Hamza ILHAN

  23. Sperm morphology analysis by using the fusion of two-stage fine-tuned deep networks

    Article • Biomedical Signal Processing and Control, January 2022, Elsevier

    Hamza ILHAN

  24. Sperm Motility Analysis by using Recursive Kalman Filters with the smartphone based data acquisition and reporting approach

    Article • Expert Systems with Applications, December 2021, Elsevier

    Hamza ILHAN

  25. Decision and feature level fusion of deep features extracted from public COVID-19 data-sets

    Article • Applied Intelligence, October 2021, Springer Science + Business Media

    Hamza ILHAN

  26. MR görüntüleri üzerinden Alzheimer hastalığının tespiti için Evrişimli Sinir Ağ tasarımı ve performans kıyaslaması

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  27. Narenciye Ağaç Yaprak Hastalıklarının Evrişimli Sinir Ağları ile Sınıflandırılması

    Article • October 2021, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  28. Multi-model CNN fusion for sperm morphology analysis

    Article • Computers in Biology and Medicine, October 2021, Elsevier

    Hamza ILHAN

  29. Morphological Classification of Low Quality Sperm Images Using Deep Learning Networks

    Article • November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  30. The Analysis of Mobile Platform based CNN Networks in the Classification of Sperm Morphology

    Article • November 2020, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  31. Automated sperm morphology analysis approach using a directional masking technique

    Article • Computers in Biology and Medicine, July 2020, Elsevier

    Hamza ILHAN

  32. A fully automated hybrid human sperm detection and classification system based on mobile-net and the performance comparison with conventional methods

    Article • Medical & Biological Engineering & Computing, March 2020, Springer Science + Business Media

    Hamza ILHAN

  33. Smartphone based sperm counting - an alternative way to the visual assessment technique in sperm concentration analysis

    Article • Multimedia Tools and Applications, December 2019, Springer Science + Business Media

    Hamza ILHAN

  34. Automatic directional masking technique for better sperm morphology segmentation and classification analysis

    Article • Electronics Letters, January 2019, the Institution of Engineering and Technology (the IET)

    Hamza ILHAN, Prof. Nizamettin AYDIN

  35. Automatic Detection of Regions of Interest in Makler Images by Combinational Approach and Sperms Analysis by Fuzzy C-Means

    Article • Current Medical Imaging Formerly Current Medical Imaging Reviews, October 2018, Bentham Science Publishers

    Hamza ILHAN

  36. The Effect of Nonlinear Wavelet Transform Based De-noising in Sperm Abnormality Classification

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  37. Dual Tree Complex Wavelet Transform Based Sperm Abnormality Classification

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  38. The Effects of the Modified Overlapping Group Shrinkage Technique on the Sperm Segmentation in the Stained Images

    Article • July 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  39. Short Time Fourier Transform based music genre classification

    Article • April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  40. The performance evaluation of the Cat and Particle Swarm Optimization Techniques in the image enhancement

    Article • April 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  41. A novel data acquisition and analyzing approach to spermiogram tests

    Article • Biomedical Signal Processing and Control, March 2018, Elsevier

    Hamza ILHAN

  42. Sleep stage classification via ensemble and conventional machine learning methods using single channel EEG signals

    Article • International Journal of Intelligent Systems and Applications in Engineering, December 2017, International Journal of Intelligent Systems and Applications in Engineering

    Hamza ILHAN

  43. Computer aided motile sperm counting

    Article • October 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  44. Sleep stage classification by ensemble learning methods with active sample selection techniques

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  45. The contribution of DSP integration to ARM cores in SBCs for the video decoding process

    Article • September 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  46. Detection and estimation of down syndrome genes by machine learning techniques

    Article • May 2017, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  47. The mesothelioma disease diagnosis with artificial intelligence methods

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  48. Computer Based Grid Detection on Makler Images

    Article • International Journal of Signal Processing Systems, August 2016, EJournal Publishing

    Hamza ILHAN

  49. The evaluation of detectors and descriptors on determination of semen cell

    Article • August 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN

  50. Active Learning as a Way of Increasing Accuracy

    Article • International Journal of Computer Theory and Engineering, December 2014, IACSIT Press

    Hamza ILHAN

  51. Comparing Informative Sample Selection Strategies in Classification Ensembles

    Article • International Journal of Machine Learning and Computing, February 2014, EJournal Publishing

    Hamza ILHAN

  52. Pre-Mapping System with Single Laser Sensor Based on Gmapping Algorithm

    Article • International Journal of Electrical Energy, January 2013, EJournal Publishing

    Hamza ILHAN

  53. Designing a system allowing high-definition video transfer with minimum latency and multi-use access to projection device by wireless

    Article • November 2012, Institute of Electrical & Electronics Engineers (IEEE)

    Hamza ILHAN