Mehmet Serdar Güzel

Ankara University — Turkey

Engineering · Physical Sciences

18h-index1.3kcitations159works6.32yr avg
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Research Topics

Robotics and Sensor-Based Localization(18), Robotic Path Planning Algorithms(16), Advanced Image and Video Retrieval Techniques(10), Distributed Control Multi-Agent Systems(9), COVID-19 diagnosis using AI(9)

Publications159 total

Reply to Pastore, E.P. Comment on “Korkmaz et al. A Deep Learning and Explainable AI-Based Approach for the Classification of Discomycetes Species. Biology 2025, 14, 719”
Biology·2026Open Access
A Comparative Evaluation of Zero-Shot Performance of SAM, SAM2, MedSAM, and MedSAM2 Models on Lung Segmentation
Journal of Imaging Informatics in Medicine·2025
A Comparative Analysis of CNN Architectures, Fusion Strategies, and Explainable AI for Fine-Grained Macrofungi Classification
Biology·2025Open Access
An application of heuristic algorithms on multi-access edge computing
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering·2025Open Access
Combination Ensemble and Explainable Deep Learning Framework for High-Accuracy Classification of Wild Edible Macrofungi
Biology·2025· 1 citedOpen Access
Deep Learning Performance in Analyzing Nailfold Videocapillaroscopy Images in Systemic Sclerosis
Diagnostics·2025· 1 citedOpen Access
Explainable convolutional neural network architectures for high-performance taxonomic classification of gasteroid macrofungi
Scientific Reports·2025· 2 citedOpen Access
Comprehensive Experimentation of Pretrained Models on Slice‐Based Classification of Interstitial Lung Disease Patterns
International Journal of Imaging Systems and Technology·2025
Advanced deep learning approaches for the automated classification of macrofungal species in biodiversity monitoring
Trakya University Journal of Natural Sciences·2025· 1 citedOpen Access
Deep Ensemble Learning and Explainable AI for Multi-Class Classification of Earthstar Fungal Species
Biology·2025· 4 citedOpen Access
Advanced deep learning approaches for the accurate classification of Phallaceae fungi with explainable AI
TURKISH JOURNAL OF BOTANY·2025· 3 citedOpen Access
Segmentation and Classification of Maxillary Radiolucent Lesions Using Deep Learning
2025
Computer-aided diagnosis of DDH using ultrasound: deep learning for segmentation and accurate angle measurement aligned with radiologist’s clinical workflow
Medical Ultrasonography·2025Open Access
The Acceptance of Health Information Systems by Senior Citizens: A Technology Acceptance Model
The economy strategy and practice·2025· 1 citedOpen Access
Hybrid Deep Learning Framework for High-Accuracy Classification of Morphologically Similar Puffball Species Using CNN and Transformer Architectures
Biology·2025· 6 citedOpen Access
A Deep Learning and Explainable AI-Based Approach for the Classification of Discomycetes Species
Biology·2025· 9 citedOpen Access
Cost Analysis of Revision Total Hip Arthroplasty: Influencing Factors and Etiological Impact
2025Open Access
Comprehensive review of smart wheelchairs for quadriplegic patients
Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering·2025Open Access
Classification of Mycena and Marasmius Species Using Deep Learning Models: An Ecological and Taxonomic Approach
Sensors·2025· 9 citedOpen Access
Genetic Algorithms-Based Spot Size Optimization for a Synchrotron Beamline Comprising of Focusing Lenses and KB-Mirrors
Lecture notes in networks and systems·2025
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Frequent Co-authors

Erkan Bostancı(23), Tunç Aşuroğlu(15), Koray Açıcı(14), Fatih Ekinci(11), Alok Mishra(5), Ahmad Karim(4), I. N. Askerzade(4), Mehmet R. Tolun(3), Hilal Kaya(3), Esra Sivari(3), Şifa Özsarı(3), Metehan Ünal(3), Eda Kumru(3), İlgaz Akata(3), Mürüvvet Kalkan(3), İ̇hsan Tolga Medeni(3), Güler Burcu Senirkentli(2), Fatih V. Çelebi(2), Abdullah Asım Yılmaz(2), Dilek Yılmaz(2)